metadata_validation.csv

Chart,Question,Id
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that Naive Bayes algorithm classifies (A,B), as 5.",12689
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that Naive Bayes algorithm classifies (not A, B), as 5.",12690
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that Naive Bayes algorithm classifies (A, not B), as 5.",12691
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that Naive Bayes algorithm classifies (not A, not B), as 5.",12692
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that Naive Bayes algorithm classifies (A,B), as 6.",12693
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that Naive Bayes algorithm classifies (not A, B), as 6.",12694
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that Naive Bayes algorithm classifies (A, not B), as 6.",12695
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that Naive Bayes algorithm classifies (not A, not B), as 6.",12696
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that Naive Bayes algorithm classifies (A,B), as 7.",12697
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that Naive Bayes algorithm classifies (not A, B), as 7.",12698
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that Naive Bayes algorithm classifies (A, not B), as 7.",12699
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that Naive Bayes algorithm classifies (not A, not B), as 7.",12700
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that Naive Bayes algorithm classifies (A,B), as 4.",12701
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that Naive Bayes algorithm classifies (not A, B), as 4.",12702
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that Naive Bayes algorithm classifies (A, not B), as 4.",12703
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that Naive Bayes algorithm classifies (not A, not B), as 4.",12704
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that Naive Bayes algorithm classifies (A,B), as 8.",12705
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that Naive Bayes algorithm classifies (not A, B), as 8.",12706
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that Naive Bayes algorithm classifies (A, not B), as 8.",12707
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that Naive Bayes algorithm classifies (not A, not B), as 8.",12708
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that Naive Bayes algorithm classifies (A,B), as 3.",12709
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that Naive Bayes algorithm classifies (not A, B), as 3.",12710
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that Naive Bayes algorithm classifies (A, not B), as 3.",12711
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that Naive Bayes algorithm classifies (not A, not B), as 3.",12712
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A,B) as 5 for any k ≤ 154.",12713
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, B) as 5 for any k ≤ 154.",12714
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A, not B) as 5 for any k ≤ 154.",12715
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, not B) as 5 for any k ≤ 154.",12716
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A,B) as 6 for any k ≤ 154.",12717
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, B) as 6 for any k ≤ 154.",12718
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A, not B) as 6 for any k ≤ 154.",12719
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, not B) as 6 for any k ≤ 154.",12720
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A,B) as 7 for any k ≤ 154.",12721
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, B) as 7 for any k ≤ 154.",12722
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A, not B) as 7 for any k ≤ 154.",12723
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, not B) as 7 for any k ≤ 154.",12724
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A,B) as 4 for any k ≤ 154.",12725
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, B) as 4 for any k ≤ 154.",12726
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A, not B) as 4 for any k ≤ 154.",12727
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, not B) as 4 for any k ≤ 154.",12728
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A,B) as 8 for any k ≤ 154.",12729
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, B) as 8 for any k ≤ 154.",12730
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A, not B) as 8 for any k ≤ 154.",12731
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, not B) as 8 for any k ≤ 154.",12732
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A,B) as 3 for any k ≤ 154.",12733
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, B) as 3 for any k ≤ 154.",12734
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A, not B) as 3 for any k ≤ 154.",12735
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, not B) as 3 for any k ≤ 154.",12736
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A,B) as 5 for any k ≤ 27.",12737
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, B) as 5 for any k ≤ 27.",12738
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A, not B) as 5 for any k ≤ 27.",12739
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, not B) as 5 for any k ≤ 27.",12740
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A,B) as 6 for any k ≤ 27.",12741
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, B) as 6 for any k ≤ 27.",12742
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A, not B) as 6 for any k ≤ 27.",12743
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, not B) as 6 for any k ≤ 27.",12744
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A,B) as 7 for any k ≤ 27.",12745
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, B) as 7 for any k ≤ 27.",12746
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A, not B) as 7 for any k ≤ 27.",12747
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, not B) as 7 for any k ≤ 27.",12748
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A,B) as 4 for any k ≤ 27.",12749
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, B) as 4 for any k ≤ 27.",12750
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A, not B) as 4 for any k ≤ 27.",12751
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, not B) as 4 for any k ≤ 27.",12752
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A,B) as 8 for any k ≤ 27.",12753
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, B) as 8 for any k ≤ 27.",12754
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A, not B) as 8 for any k ≤ 27.",12755
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, not B) as 8 for any k ≤ 27.",12756
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A,B) as 3 for any k ≤ 27.",12757
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, B) as 3 for any k ≤ 27.",12758
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A, not B) as 3 for any k ≤ 27.",12759
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, not B) as 3 for any k ≤ 27.",12760
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A,B) as 5 for any k ≤ 172.",12761
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, B) as 5 for any k ≤ 172.",12762
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A, not B) as 5 for any k ≤ 172.",12763
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, not B) as 5 for any k ≤ 172.",12764
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A,B) as 6 for any k ≤ 172.",12765
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, B) as 6 for any k ≤ 172.",12766
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A, not B) as 6 for any k ≤ 172.",12767
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, not B) as 6 for any k ≤ 172.",12768
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A,B) as 7 for any k ≤ 172.",12769
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, B) as 7 for any k ≤ 172.",12770
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A, not B) as 7 for any k ≤ 172.",12771
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, not B) as 7 for any k ≤ 172.",12772
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A,B) as 4 for any k ≤ 172.",12773
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, B) as 4 for any k ≤ 172.",12774
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A, not B) as 4 for any k ≤ 172.",12775
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, not B) as 4 for any k ≤ 172.",12776
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A,B) as 8 for any k ≤ 172.",12777
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, B) as 8 for any k ≤ 172.",12778
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A, not B) as 8 for any k ≤ 172.",12779
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, not B) as 8 for any k ≤ 172.",12780
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A,B) as 3 for any k ≤ 172.",12781
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, B) as 3 for any k ≤ 172.",12782
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A, not B) as 3 for any k ≤ 172.",12783
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, not B) as 3 for any k ≤ 172.",12784
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A,B) as 5 for any k ≤ 447.",12785
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, B) as 5 for any k ≤ 447.",12786
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A, not B) as 5 for any k ≤ 447.",12787
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, not B) as 5 for any k ≤ 447.",12788
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A,B) as 6 for any k ≤ 447.",12789
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, B) as 6 for any k ≤ 447.",12790
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A, not B) as 6 for any k ≤ 447.",12791
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, not B) as 6 for any k ≤ 447.",12792
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A,B) as 7 for any k ≤ 447.",12793
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, B) as 7 for any k ≤ 447.",12794
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A, not B) as 7 for any k ≤ 447.",12795
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, not B) as 7 for any k ≤ 447.",12796
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A,B) as 4 for any k ≤ 447.",12797
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, B) as 4 for any k ≤ 447.",12798
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A, not B) as 4 for any k ≤ 447.",12799
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, not B) as 4 for any k ≤ 447.",12800
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A,B) as 8 for any k ≤ 447.",12801
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, B) as 8 for any k ≤ 447.",12802
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A, not B) as 8 for any k ≤ 447.",12803
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, not B) as 8 for any k ≤ 447.",12804
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A,B) as 3 for any k ≤ 447.",12805
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, B) as 3 for any k ≤ 447.",12806
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (A, not B) as 3 for any k ≤ 447.",12807
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, it is possible to state that KNN algorithm classifies (not A, not B) as 3 for any k ≤ 447.",12808
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, the Decision Tree presented classifies (A,B) as 5.",12809
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, the Decision Tree presented classifies (not A, B) as 5.",12810
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, the Decision Tree presented classifies (A, not B) as 5.",12811
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, the Decision Tree presented classifies (not A, not B) as 5.",12812
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, the Decision Tree presented classifies (A,B) as 6.",12813
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, the Decision Tree presented classifies (not A, B) as 6.",12814
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, the Decision Tree presented classifies (A, not B) as 6.",12815
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, the Decision Tree presented classifies (not A, not B) as 6.",12816
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, the Decision Tree presented classifies (A,B) as 7.",12817
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, the Decision Tree presented classifies (not A, B) as 7.",12818
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, the Decision Tree presented classifies (A, not B) as 7.",12819
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, the Decision Tree presented classifies (not A, not B) as 7.",12820
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, the Decision Tree presented classifies (A,B) as 4.",12821
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, the Decision Tree presented classifies (not A, B) as 4.",12822
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, the Decision Tree presented classifies (A, not B) as 4.",12823
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, the Decision Tree presented classifies (not A, not B) as 4.",12824
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, the Decision Tree presented classifies (A,B) as 8.",12825
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, the Decision Tree presented classifies (not A, B) as 8.",12826
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, the Decision Tree presented classifies (A, not B) as 8.",12827
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, the Decision Tree presented classifies (not A, not B) as 8.",12828
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, the Decision Tree presented classifies (A,B) as 3.",12829
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, the Decision Tree presented classifies (not A, B) as 3.",12830
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, the Decision Tree presented classifies (A, not B) as 3.",12831
WineQT_decision_tree.png,"Considering that A=True<=>density<=1.0 and B=True<=>chlorides<=0.08, the Decision Tree presented classifies (not A, not B) as 3.",12832
WineQT_overfitting_mlp.png,We are able to identify the existence of overfitting for MLP models trained longer than 1046 episodes.,12833
WineQT_overfitting_mlp.png,We are able to identify the existence of overfitting for MLP models trained longer than 1177 episodes.,12834
WineQT_overfitting_mlp.png,We are able to identify the existence of overfitting for MLP models trained longer than 1015 episodes.,12835
WineQT_overfitting_mlp.png,We are able to identify the existence of overfitting for MLP models trained longer than 706 episodes.,12836
WineQT_overfitting_mlp.png,We are able to identify the existence of overfitting for MLP models trained longer than 1307 episodes.,12837
WineQT_overfitting_gb.png,We are able to identify the existence of overfitting for gradient boosting models with more than 64 estimators.,12838
WineQT_overfitting_gb.png,We are able to identify the existence of overfitting for gradient boosting models with more than 87 estimators.,12839
WineQT_overfitting_gb.png,We are able to identify the existence of overfitting for gradient boosting models with more than 148 estimators.,12840
WineQT_overfitting_gb.png,We are able to identify the existence of overfitting for gradient boosting models with more than 146 estimators.,12841
WineQT_overfitting_gb.png,We are able to identify the existence of overfitting for gradient boosting models with more than 92 estimators.,12842
WineQT_overfitting_rf.png,We are able to identify the existence of overfitting for random forest models with more than 100 estimators.,12843
WineQT_overfitting_rf.png,We are able to identify the existence of overfitting for random forest models with more than 67 estimators.,12844
WineQT_overfitting_rf.png,We are able to identify the existence of overfitting for random forest models with more than 136 estimators.,12845
WineQT_overfitting_rf.png,We are able to identify the existence of overfitting for random forest models with more than 93 estimators.,12846
WineQT_overfitting_rf.png,We are able to identify the existence of overfitting for random forest models with more than 95 estimators.,12847
WineQT_overfitting_knn.png,We are able to identify the existence of overfitting for KNN models with less than 2 neighbors.,12848
WineQT_overfitting_knn.png,We are able to identify the existence of overfitting for KNN models with less than 3 neighbors.,12849
WineQT_overfitting_knn.png,We are able to identify the existence of overfitting for KNN models with less than 4 neighbors.,12850
WineQT_overfitting_knn.png,We are able to identify the existence of overfitting for KNN models with less than 5 neighbors.,12851
WineQT_overfitting_knn.png,We are able to identify the existence of overfitting for KNN models with less than 6 neighbors.,12852
WineQT_overfitting_decision_tree.png,We are able to identify the existence of overfitting for decision tree models with more than 2 nodes of depth.,12853
WineQT_overfitting_decision_tree.png,We are able to identify the existence of overfitting for decision tree models with more than 3 nodes of depth.,12854
WineQT_overfitting_decision_tree.png,We are able to identify the existence of overfitting for decision tree models with more than 4 nodes of depth.,12855
WineQT_overfitting_decision_tree.png,We are able to identify the existence of overfitting for decision tree models with more than 5 nodes of depth.,12856
WineQT_overfitting_decision_tree.png,We are able to identify the existence of overfitting for decision tree models with more than 6 nodes of depth.,12857
WineQT_overfitting_rf.png,The random forests results shown can be explained by the lack of diversity resulting from the number of features considered.,12858
WineQT_decision_tree.png,The recall for the presented tree is higher than its accuracy.,12859
WineQT_decision_tree.png,The precision for the presented tree is higher than its accuracy.,12860
WineQT_decision_tree.png,The specificity for the presented tree is higher than its accuracy.,12861
WineQT_decision_tree.png,The recall for the presented tree is lower than its accuracy.,12862
WineQT_decision_tree.png,The precision for the presented tree is lower than its accuracy.,12863
WineQT_decision_tree.png,The specificity for the presented tree is lower than its accuracy.,12864
WineQT_decision_tree.png,The accuracy for the presented tree is higher than its recall.,12865
WineQT_decision_tree.png,The precision for the presented tree is higher than its recall.,12866
WineQT_decision_tree.png,The specificity for the presented tree is higher than its recall.,12867
WineQT_decision_tree.png,The accuracy for the presented tree is lower than its recall.,12868
WineQT_decision_tree.png,The precision for the presented tree is lower than its recall.,12869
WineQT_decision_tree.png,The specificity for the presented tree is lower than its recall.,12870
WineQT_decision_tree.png,The accuracy for the presented tree is higher than its precision.,12871
WineQT_decision_tree.png,The recall for the presented tree is higher than its precision.,12872
WineQT_decision_tree.png,The specificity for the presented tree is higher than its precision.,12873
WineQT_decision_tree.png,The accuracy for the presented tree is lower than its precision.,12874
WineQT_decision_tree.png,The recall for the presented tree is lower than its precision.,12875
WineQT_decision_tree.png,The specificity for the presented tree is lower than its precision.,12876
WineQT_decision_tree.png,The accuracy for the presented tree is higher than its specificity.,12877
WineQT_decision_tree.png,The recall for the presented tree is higher than its specificity.,12878
WineQT_decision_tree.png,The precision for the presented tree is higher than its specificity.,12879
WineQT_decision_tree.png,The accuracy for the presented tree is lower than its specificity.,12880
WineQT_decision_tree.png,The recall for the presented tree is lower than its specificity.,12881
WineQT_decision_tree.png,The precision for the presented tree is lower than its specificity.,12882
WineQT_decision_tree.png,The number of False Positives is higher than the number of True Positives for the presented tree.,12883
WineQT_decision_tree.png,The number of True Negatives is higher than the number of True Positives for the presented tree.,12884
WineQT_decision_tree.png,The number of False Negatives is higher than the number of True Positives for the presented tree.,12885
WineQT_decision_tree.png,The number of False Positives is lower than the number of True Positives for the presented tree.,12886
WineQT_decision_tree.png,The number of True Negatives is lower than the number of True Positives for the presented tree.,12887
WineQT_decision_tree.png,The number of False Negatives is lower than the number of True Positives for the presented tree.,12888
WineQT_decision_tree.png,The number of True Positives is higher than the number of False Positives for the presented tree.,12889
WineQT_decision_tree.png,The number of True Negatives is higher than the number of False Positives for the presented tree.,12890
WineQT_decision_tree.png,The number of False Negatives is higher than the number of False Positives for the presented tree.,12891
WineQT_decision_tree.png,The number of True Positives is lower than the number of False Positives for the presented tree.,12892
WineQT_decision_tree.png,The number of True Negatives is lower than the number of False Positives for the presented tree.,12893
WineQT_decision_tree.png,The number of False Negatives is lower than the number of False Positives for the presented tree.,12894
WineQT_decision_tree.png,The number of True Positives is higher than the number of True Negatives for the presented tree.,12895
WineQT_decision_tree.png,The number of False Positives is higher than the number of True Negatives for the presented tree.,12896
WineQT_decision_tree.png,The number of False Negatives is higher than the number of True Negatives for the presented tree.,12897
WineQT_decision_tree.png,The number of True Positives is lower than the number of True Negatives for the presented tree.,12898
WineQT_decision_tree.png,The number of False Positives is lower than the number of True Negatives for the presented tree.,12899
WineQT_decision_tree.png,The number of False Negatives is lower than the number of True Negatives for the presented tree.,12900
WineQT_decision_tree.png,The number of True Positives is higher than the number of False Negatives for the presented tree.,12901
WineQT_decision_tree.png,The number of False Positives is higher than the number of False Negatives for the presented tree.,12902
WineQT_decision_tree.png,The number of True Negatives is higher than the number of False Negatives for the presented tree.,12903
WineQT_decision_tree.png,The number of True Positives is lower than the number of False Negatives for the presented tree.,12904
WineQT_decision_tree.png,The number of False Positives is lower than the number of False Negatives for the presented tree.,12905
WineQT_decision_tree.png,The number of True Negatives is lower than the number of False Negatives for the presented tree.,12906
WineQT_decision_tree.png,The number of True Positives reported in the same tree is 33.,12907
WineQT_decision_tree.png,The number of False Positives reported in the same tree is 30.,12908
WineQT_decision_tree.png,The number of True Negatives reported in the same tree is 47.,12909
WineQT_decision_tree.png,The number of False Negatives reported in the same tree is 26.,12910
WineQT_decision_tree.png,The number of True Positives reported in the same tree is 16.,12911
WineQT_decision_tree.png,The number of False Positives reported in the same tree is 24.,12912
WineQT_decision_tree.png,The number of True Negatives reported in the same tree is 14.,12913
WineQT_decision_tree.png,The number of False Negatives reported in the same tree is 42.,12914
WineQT_decision_tree.png,The number of True Positives reported in the same tree is 32.,12915
WineQT_decision_tree.png,The number of False Positives reported in the same tree is 17.,12916
WineQT_decision_tree.png,The number of True Negatives reported in the same tree is 43.,12917
WineQT_decision_tree.png,The number of False Negatives reported in the same tree is 18.,12918
WineQT_decision_tree.png,The number of True Positives reported in the same tree is 50.,12919
WineQT_decision_tree.png,The number of False Positives reported in the same tree is 20.,12920
WineQT_decision_tree.png,The number of True Negatives reported in the same tree is 13.,12921
WineQT_decision_tree.png,The number of False Negatives reported in the same tree is 48.,12922
WineQT_decision_tree.png,The number of True Positives reported in the same tree is 27.,12923
WineQT_decision_tree.png,The number of False Positives reported in the same tree is 45.,12924
WineQT_decision_tree.png,The number of True Negatives reported in the same tree is 11.,12925
WineQT_decision_tree.png,The number of False Negatives reported in the same tree is 23.,12926
WineQT_overfitting_decision_tree.png,The decision tree is in overfitting for depths above 3.,12927
WineQT_overfitting_decision_tree.png,The decision tree is in overfitting for depths above 4.,12928
WineQT_overfitting_decision_tree.png,The decision tree is in overfitting for depths above 5.,12929
WineQT_overfitting_decision_tree.png,The decision tree is in overfitting for depths above 6.,12930
WineQT_overfitting_decision_tree.png,The decision tree is in overfitting for depths above 7.,12931
WineQT_overfitting_decision_tree.png,The decision tree is in overfitting for depths above 8.,12932
WineQT_overfitting_decision_tree.png,The decision tree is in overfitting for depths above 9.,12933
WineQT_overfitting_decision_tree.png,The decision tree is in overfitting for depths above 10.,12934
WineQT_overfitting_decision_tree.png,The chart reporting the recall for different trees shows that the model enters in overfitting for models with depth higher than 3.,12935
WineQT_overfitting_decision_tree.png,The chart reporting the recall for different trees shows that the model enters in overfitting for models with depth higher than 4.,12936
WineQT_overfitting_decision_tree.png,The chart reporting the recall for different trees shows that the model enters in overfitting for models with depth higher than 5.,12937
WineQT_overfitting_decision_tree.png,The chart reporting the recall for different trees shows that the model enters in overfitting for models with depth higher than 6.,12938
WineQT_overfitting_decision_tree.png,The chart reporting the recall for different trees shows that the model enters in overfitting for models with depth higher than 7.,12939
WineQT_overfitting_decision_tree.png,The chart reporting the recall for different trees shows that the model enters in overfitting for models with depth higher than 8.,12940
WineQT_overfitting_decision_tree.png,The chart reporting the recall for different trees shows that the model enters in overfitting for models with depth higher than 9.,12941
WineQT_overfitting_decision_tree.png,The chart reporting the recall for different trees shows that the model enters in overfitting for models with depth higher than 10.,12942
WineQT_decision_tree.png,The accuracy for the presented tree is higher than 75%.,12943
WineQT_decision_tree.png,The recall for the presented tree is higher than 85%.,12944
WineQT_decision_tree.png,The precision for the presented tree is higher than 66%.,12945
WineQT_decision_tree.png,The specificity for the presented tree is higher than 90%.,12946
WineQT_decision_tree.png,The accuracy for the presented tree is lower than 60%.,12947
WineQT_decision_tree.png,The recall for the presented tree is lower than 71%.,12948
WineQT_decision_tree.png,The precision for the presented tree is lower than 72%.,12949
WineQT_decision_tree.png,The specificity for the presented tree is lower than 88%.,12950
WineQT_decision_tree.png,The accuracy for the presented tree is higher than 68%.,12951
WineQT_decision_tree.png,The recall for the presented tree is higher than 73%.,12952
WineQT_decision_tree.png,The precision for the presented tree is higher than 83%.,12953
WineQT_decision_tree.png,The specificity for the presented tree is higher than 87%.,12954
WineQT_decision_tree.png,The accuracy for the presented tree is lower than 64%.,12955
WineQT_decision_tree.png,The recall for the presented tree is lower than 82%.,12956
WineQT_decision_tree.png,The precision for the presented tree is lower than 69%.,12957
WineQT_decision_tree.png,The specificity for the presented tree is lower than 70%.,12958
WineQT_decision_tree.png,The accuracy for the presented tree is higher than 74%.,12959
WineQT_decision_tree.png,The recall for the presented tree is higher than 81%.,12960
WineQT_decision_tree.png,The precision for the presented tree is higher than 89%.,12961
WineQT_decision_tree.png,The specificity for the presented tree is higher than 62%.,12962
WineQT_decision_tree.png,The accuracy for the presented tree is lower than 86%.,12963
WineQT_decision_tree.png,The recall for the presented tree is lower than 79%.,12964
WineQT_decision_tree.png,The precision for the presented tree is lower than 76%.,12965
WineQT_decision_tree.png,The specificity for the presented tree is lower than 80%.,12966
WineQT_decision_tree.png,The accuracy for the presented tree is higher than 63%.,12967
WineQT_decision_tree.png,The recall for the presented tree is higher than 84%.,12968
WineQT_decision_tree.png,The precision for the presented tree is higher than 77%.,12969
WineQT_decision_tree.png,The specificity for the presented tree is higher than 67%.,12970
WineQT_decision_tree.png,The accuracy for the presented tree is lower than 78%.,12971
WineQT_decision_tree.png,The recall for the presented tree is lower than 61%.,12972
WineQT_decision_tree.png,The precision for the presented tree is lower than 65%.,12973
WineQT_decision_tree.png,The specificity for the presented tree is lower than 75%.,12974
WineQT_decision_tree.png,The accuracy for the presented tree is higher than 78%.,12975
WineQT_decision_tree.png,The recall for the presented tree is higher than 66%.,12976
WineQT_decision_tree.png,The precision for the presented tree is higher than 81%.,12977
WineQT_decision_tree.png,The specificity for the presented tree is higher than 88%.,12978
WineQT_decision_tree.png,The accuracy for the presented tree is lower than 62%.,12979
WineQT_decision_tree.png,The recall for the presented tree is lower than 74%.,12980
WineQT_decision_tree.png,The precision for the presented tree is lower than 72%.,12981
WineQT_decision_tree.png,The specificity for the presented tree is lower than 69%.,12982
WineQT_overfitting_rf.png,"Results for Random Forests identified as 2, may be explained by its estimators being in underfitting.",12983
WineQT_overfitting_rf.png,"Results for Random Forests identified as 3, may be explained by its estimators being in underfitting.",12984
WineQT_overfitting_rf.png,"Results for Random Forests identified as 10, may be explained by its estimators being in underfitting.",12985
WineQT_overfitting_rf.png,"Results for Random Forests identified as 2, may be explained by its estimators being in overfitting.",12986
WineQT_overfitting_rf.png,"Results for Random Forests identified as 3, may be explained by its estimators being in overfitting.",12987
WineQT_overfitting_rf.png,"Results for Random Forests identified as 10, may be explained by its estimators being in overfitting.",12988
WineQT_overfitting_knn.png,KNN with more than 2 neighbours is in overfitting.,12989
WineQT_overfitting_knn.png,KNN with less than 2 neighbours is in overfitting.,12990
WineQT_overfitting_knn.png,KNN with more than 3 neighbours is in overfitting.,12991
WineQT_overfitting_knn.png,KNN with less than 3 neighbours is in overfitting.,12992
WineQT_overfitting_knn.png,KNN with more than 4 neighbours is in overfitting.,12993
WineQT_overfitting_knn.png,KNN with less than 4 neighbours is in overfitting.,12994
WineQT_overfitting_knn.png,KNN with more than 5 neighbours is in overfitting.,12995
WineQT_overfitting_knn.png,KNN with less than 5 neighbours is in overfitting.,12996
WineQT_overfitting_knn.png,KNN with more than 6 neighbours is in overfitting.,12997
WineQT_overfitting_knn.png,KNN with less than 6 neighbours is in overfitting.,12998
WineQT_overfitting_knn.png,KNN with more than 7 neighbours is in overfitting.,12999
WineQT_overfitting_knn.png,KNN with less than 7 neighbours is in overfitting.,13000
WineQT_overfitting_knn.png,KNN with more than 8 neighbours is in overfitting.,13001
WineQT_overfitting_knn.png,KNN with less than 8 neighbours is in overfitting.,13002
WineQT_overfitting_knn.png,KNN with 1 neighbour is in overfitting.,13003
WineQT_overfitting_knn.png,KNN with 2 neighbour is in overfitting.,13004
WineQT_overfitting_knn.png,KNN with 3 neighbour is in overfitting.,13005
WineQT_overfitting_knn.png,KNN with 4 neighbour is in overfitting.,13006
WineQT_overfitting_knn.png,KNN with 5 neighbour is in overfitting.,13007
WineQT_overfitting_knn.png,KNN with 6 neighbour is in overfitting.,13008
WineQT_overfitting_knn.png,KNN with 7 neighbour is in overfitting.,13009
WineQT_overfitting_knn.png,KNN with 8 neighbour is in overfitting.,13010
WineQT_overfitting_knn.png,KNN with 9 neighbour is in overfitting.,13011
WineQT_overfitting_knn.png,KNN with 10 neighbour is in overfitting.,13012
WineQT_overfitting_knn.png,KNN is in overfitting for k less than 2.,13013
WineQT_overfitting_knn.png,KNN is in overfitting for k larger than 2.,13014
WineQT_overfitting_knn.png,KNN is in overfitting for k less than 3.,13015
WineQT_overfitting_knn.png,KNN is in overfitting for k larger than 3.,13016
WineQT_overfitting_knn.png,KNN is in overfitting for k less than 4.,13017
WineQT_overfitting_knn.png,KNN is in overfitting for k larger than 4.,13018
WineQT_overfitting_knn.png,KNN is in overfitting for k less than 5.,13019
WineQT_overfitting_knn.png,KNN is in overfitting for k larger than 5.,13020
WineQT_overfitting_knn.png,KNN is in overfitting for k less than 6.,13021
WineQT_overfitting_knn.png,KNN is in overfitting for k larger than 6.,13022
WineQT_overfitting_knn.png,KNN is in overfitting for k less than 7.,13023
WineQT_overfitting_knn.png,KNN is in overfitting for k larger than 7.,13024
WineQT_overfitting_knn.png,KNN is in overfitting for k less than 8.,13025
WineQT_overfitting_knn.png,KNN is in overfitting for k larger than 8.,13026
WineQT_decision_tree.png,"As reported in the tree, the number of False Positive is smaller than the number of False Negatives.",13027
WineQT_decision_tree.png,"As reported in the tree, the number of False Positive is bigger than the number of False Negatives.",13028
WineQT_overfitting_decision_tree.png,"According to the decision tree overfitting chart, the tree with 3 nodes of depth is in overfitting.",13029
WineQT_overfitting_decision_tree.png,"According to the decision tree overfitting chart, the tree with 4 nodes of depth is in overfitting.",13030
WineQT_overfitting_decision_tree.png,"According to the decision tree overfitting chart, the tree with 5 nodes of depth is in overfitting.",13031
WineQT_overfitting_decision_tree.png,"According to the decision tree overfitting chart, the tree with 6 nodes of depth is in overfitting.",13032
WineQT_overfitting_decision_tree.png,"According to the decision tree overfitting chart, the tree with 7 nodes of depth is in overfitting.",13033
WineQT_overfitting_decision_tree.png,"According to the decision tree overfitting chart, the tree with 8 nodes of depth is in overfitting.",13034
WineQT_decision_tree.png,"A smaller tree would be delivered if we would apply post-pruning, accepting an accuracy reduction of 5%.",13035
WineQT_decision_tree.png,"A smaller tree would be delivered if we would apply post-pruning, accepting an accuracy reduction of 6%.",13036
WineQT_decision_tree.png,"A smaller tree would be delivered if we would apply post-pruning, accepting an accuracy reduction of 7%.",13037
WineQT_decision_tree.png,"A smaller tree would be delivered if we would apply post-pruning, accepting an accuracy reduction of 8%.",13038
WineQT_decision_tree.png,"A smaller tree would be delivered if we would apply post-pruning, accepting an accuracy reduction of 9%.",13039
WineQT_decision_tree.png,"A smaller tree would be delivered if we would apply post-pruning, accepting an accuracy reduction of 10%.",13040
WineQT_pca.png,Using the first 2 principal components would imply an error between 5 and 20%.,13041
WineQT_pca.png,Using the first 3 principal components would imply an error between 5 and 20%.,13042
WineQT_pca.png,Using the first 4 principal components would imply an error between 5 and 20%.,13043
WineQT_pca.png,Using the first 2 principal components would imply an error between 10 and 20%.,13044
WineQT_pca.png,Using the first 3 principal components would imply an error between 10 and 20%.,13045
WineQT_pca.png,Using the first 4 principal components would imply an error between 10 and 20%.,13046
WineQT_pca.png,Using the first 2 principal components would imply an error between 15 and 20%.,13047
WineQT_pca.png,Using the first 3 principal components would imply an error between 15 and 20%.,13048
WineQT_pca.png,Using the first 4 principal components would imply an error between 15 and 20%.,13049
WineQT_pca.png,Using the first 2 principal components would imply an error between 5 and 25%.,13050
WineQT_pca.png,Using the first 3 principal components would imply an error between 5 and 25%.,13051
WineQT_pca.png,Using the first 4 principal components would imply an error between 5 and 25%.,13052
WineQT_pca.png,Using the first 2 principal components would imply an error between 10 and 25%.,13053
WineQT_pca.png,Using the first 3 principal components would imply an error between 10 and 25%.,13054
WineQT_pca.png,Using the first 4 principal components would imply an error between 10 and 25%.,13055
WineQT_pca.png,Using the first 2 principal components would imply an error between 15 and 25%.,13056
WineQT_pca.png,Using the first 3 principal components would imply an error between 15 and 25%.,13057
WineQT_pca.png,Using the first 4 principal components would imply an error between 15 and 25%.,13058
WineQT_pca.png,Using the first 2 principal components would imply an error between 5 and 30%.,13059
WineQT_pca.png,Using the first 3 principal components would imply an error between 5 and 30%.,13060
WineQT_pca.png,Using the first 4 principal components would imply an error between 5 and 30%.,13061
WineQT_pca.png,Using the first 2 principal components would imply an error between 10 and 30%.,13062
WineQT_pca.png,Using the first 3 principal components would imply an error between 10 and 30%.,13063
WineQT_pca.png,Using the first 4 principal components would imply an error between 10 and 30%.,13064
WineQT_pca.png,Using the first 2 principal components would imply an error between 15 and 30%.,13065
WineQT_pca.png,Using the first 3 principal components would imply an error between 15 and 30%.,13066
WineQT_pca.png,Using the first 4 principal components would imply an error between 15 and 30%.,13067
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable volatile acidity previously than variable fixed acidity.,13068
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable citric acid previously than variable fixed acidity.,13069
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable residual sugar previously than variable fixed acidity.,13070
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable chlorides previously than variable fixed acidity.,13071
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable free sulfur dioxide previously than variable fixed acidity.,13072
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable total sulfur dioxide previously than variable fixed acidity.,13073
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable density previously than variable fixed acidity.,13074
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable pH previously than variable fixed acidity.,13075
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable sulphates previously than variable fixed acidity.,13076
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable alcohol previously than variable fixed acidity.,13077
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable quality previously than variable fixed acidity.,13078
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable fixed acidity previously than variable volatile acidity.,13079
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable citric acid previously than variable volatile acidity.,13080
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable residual sugar previously than variable volatile acidity.,13081
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable chlorides previously than variable volatile acidity.,13082
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable free sulfur dioxide previously than variable volatile acidity.,13083
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable total sulfur dioxide previously than variable volatile acidity.,13084
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable density previously than variable volatile acidity.,13085
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable pH previously than variable volatile acidity.,13086
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable sulphates previously than variable volatile acidity.,13087
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable alcohol previously than variable volatile acidity.,13088
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable quality previously than variable volatile acidity.,13089
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable fixed acidity previously than variable citric acid.,13090
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable volatile acidity previously than variable citric acid.,13091
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable residual sugar previously than variable citric acid.,13092
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable chlorides previously than variable citric acid.,13093
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable free sulfur dioxide previously than variable citric acid.,13094
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable total sulfur dioxide previously than variable citric acid.,13095
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable density previously than variable citric acid.,13096
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable pH previously than variable citric acid.,13097
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable sulphates previously than variable citric acid.,13098
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable alcohol previously than variable citric acid.,13099
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable quality previously than variable citric acid.,13100
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable fixed acidity previously than variable residual sugar.,13101
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable volatile acidity previously than variable residual sugar.,13102
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable citric acid previously than variable residual sugar.,13103
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable chlorides previously than variable residual sugar.,13104
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable free sulfur dioxide previously than variable residual sugar.,13105
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable total sulfur dioxide previously than variable residual sugar.,13106
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable density previously than variable residual sugar.,13107
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable pH previously than variable residual sugar.,13108
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable sulphates previously than variable residual sugar.,13109
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable alcohol previously than variable residual sugar.,13110
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable quality previously than variable residual sugar.,13111
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable fixed acidity previously than variable chlorides.,13112
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable volatile acidity previously than variable chlorides.,13113
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable citric acid previously than variable chlorides.,13114
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable residual sugar previously than variable chlorides.,13115
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable free sulfur dioxide previously than variable chlorides.,13116
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable total sulfur dioxide previously than variable chlorides.,13117
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable density previously than variable chlorides.,13118
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable pH previously than variable chlorides.,13119
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable sulphates previously than variable chlorides.,13120
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable alcohol previously than variable chlorides.,13121
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable quality previously than variable chlorides.,13122
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable fixed acidity previously than variable free sulfur dioxide.,13123
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable volatile acidity previously than variable free sulfur dioxide.,13124
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable citric acid previously than variable free sulfur dioxide.,13125
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable residual sugar previously than variable free sulfur dioxide.,13126
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable chlorides previously than variable free sulfur dioxide.,13127
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable total sulfur dioxide previously than variable free sulfur dioxide.,13128
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable density previously than variable free sulfur dioxide.,13129
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable pH previously than variable free sulfur dioxide.,13130
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable sulphates previously than variable free sulfur dioxide.,13131
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable alcohol previously than variable free sulfur dioxide.,13132
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable quality previously than variable free sulfur dioxide.,13133
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable fixed acidity previously than variable total sulfur dioxide.,13134
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable volatile acidity previously than variable total sulfur dioxide.,13135
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable citric acid previously than variable total sulfur dioxide.,13136
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable residual sugar previously than variable total sulfur dioxide.,13137
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable chlorides previously than variable total sulfur dioxide.,13138
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable free sulfur dioxide previously than variable total sulfur dioxide.,13139
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable density previously than variable total sulfur dioxide.,13140
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable pH previously than variable total sulfur dioxide.,13141
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable sulphates previously than variable total sulfur dioxide.,13142
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable alcohol previously than variable total sulfur dioxide.,13143
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable quality previously than variable total sulfur dioxide.,13144
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable fixed acidity previously than variable density.,13145
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable volatile acidity previously than variable density.,13146
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable citric acid previously than variable density.,13147
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable residual sugar previously than variable density.,13148
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable chlorides previously than variable density.,13149
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable free sulfur dioxide previously than variable density.,13150
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable total sulfur dioxide previously than variable density.,13151
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable pH previously than variable density.,13152
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable sulphates previously than variable density.,13153
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable alcohol previously than variable density.,13154
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable quality previously than variable density.,13155
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable fixed acidity previously than variable pH.,13156
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable volatile acidity previously than variable pH.,13157
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable citric acid previously than variable pH.,13158
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable residual sugar previously than variable pH.,13159
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable chlorides previously than variable pH.,13160
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable free sulfur dioxide previously than variable pH.,13161
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable total sulfur dioxide previously than variable pH.,13162
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable density previously than variable pH.,13163
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable sulphates previously than variable pH.,13164
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable alcohol previously than variable pH.,13165
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable quality previously than variable pH.,13166
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable fixed acidity previously than variable sulphates.,13167
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable volatile acidity previously than variable sulphates.,13168
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable citric acid previously than variable sulphates.,13169
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable residual sugar previously than variable sulphates.,13170
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable chlorides previously than variable sulphates.,13171
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable free sulfur dioxide previously than variable sulphates.,13172
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable total sulfur dioxide previously than variable sulphates.,13173
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable density previously than variable sulphates.,13174
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable pH previously than variable sulphates.,13175
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable alcohol previously than variable sulphates.,13176
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable quality previously than variable sulphates.,13177
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable fixed acidity previously than variable alcohol.,13178
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable volatile acidity previously than variable alcohol.,13179
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable citric acid previously than variable alcohol.,13180
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable residual sugar previously than variable alcohol.,13181
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable chlorides previously than variable alcohol.,13182
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable free sulfur dioxide previously than variable alcohol.,13183
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable total sulfur dioxide previously than variable alcohol.,13184
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable density previously than variable alcohol.,13185
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable pH previously than variable alcohol.,13186
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable sulphates previously than variable alcohol.,13187
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable quality previously than variable alcohol.,13188
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable fixed acidity previously than variable quality.,13189
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable volatile acidity previously than variable quality.,13190
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable citric acid previously than variable quality.,13191
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable residual sugar previously than variable quality.,13192
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable chlorides previously than variable quality.,13193
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable free sulfur dioxide previously than variable quality.,13194
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable total sulfur dioxide previously than variable quality.,13195
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable density previously than variable quality.,13196
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable pH previously than variable quality.,13197
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable sulphates previously than variable quality.,13198
WineQT_correlation_heatmap.png,There is evidence in favour for sequential backward selection to select variable alcohol previously than variable quality.,13199
WineQT_pca.png,The first 2 principal components are enough for explaining half the data variance.,13200
WineQT_pca.png,The first 3 principal components are enough for explaining half the data variance.,13201
WineQT_pca.png,The first 4 principal components are enough for explaining half the data variance.,13202
WineQT_boxplots.png,Scaling this dataset would be mandatory to improve the results with distance-based methods.,13203
WineQT_correlation_heatmap.png,Removing variable fixed acidity might improve the training of decision trees .,13204
WineQT_correlation_heatmap.png,Removing variable volatile acidity might improve the training of decision trees .,13205
WineQT_correlation_heatmap.png,Removing variable citric acid might improve the training of decision trees .,13206
WineQT_correlation_heatmap.png,Removing variable residual sugar might improve the training of decision trees .,13207
WineQT_correlation_heatmap.png,Removing variable chlorides might improve the training of decision trees .,13208
WineQT_correlation_heatmap.png,Removing variable free sulfur dioxide might improve the training of decision trees .,13209
WineQT_correlation_heatmap.png,Removing variable total sulfur dioxide might improve the training of decision trees .,13210
WineQT_correlation_heatmap.png,Removing variable density might improve the training of decision trees .,13211
WineQT_correlation_heatmap.png,Removing variable pH might improve the training of decision trees .,13212
WineQT_correlation_heatmap.png,Removing variable sulphates might improve the training of decision trees .,13213
WineQT_correlation_heatmap.png,Removing variable alcohol might improve the training of decision trees .,13214
WineQT_correlation_heatmap.png,Removing variable quality might improve the training of decision trees .,13215
WineQT_histograms.png,"Not knowing the semantics of fixed acidity variable, dummification could have been a more adequate codification.",13216
WineQT_histograms.png,"Not knowing the semantics of volatile acidity variable, dummification could have been a more adequate codification.",13217
WineQT_histograms.png,"Not knowing the semantics of citric acid variable, dummification could have been a more adequate codification.",13218
WineQT_histograms.png,"Not knowing the semantics of residual sugar variable, dummification could have been a more adequate codification.",13219
WineQT_histograms.png,"Not knowing the semantics of chlorides variable, dummification could have been a more adequate codification.",13220
WineQT_histograms.png,"Not knowing the semantics of free sulfur dioxide variable, dummification could have been a more adequate codification.",13221
WineQT_histograms.png,"Not knowing the semantics of total sulfur dioxide variable, dummification could have been a more adequate codification.",13222
WineQT_histograms.png,"Not knowing the semantics of density variable, dummification could have been a more adequate codification.",13223
WineQT_histograms.png,"Not knowing the semantics of pH variable, dummification could have been a more adequate codification.",13224
WineQT_histograms.png,"Not knowing the semantics of sulphates variable, dummification could have been a more adequate codification.",13225
WineQT_histograms.png,"Not knowing the semantics of alcohol variable, dummification could have been a more adequate codification.",13226
WineQT_boxplots.png,Normalization of this dataset could not have impact on a KNN classifier.,13227
WineQT_boxplots.png,"Multiplying ratio and Boolean variables by 100, and variables with a range between 0 and 10 by 10, would have an impact similar to other scaling transformations.",13228
WineQT_histograms.png,"Given the usual semantics of fixed acidity variable, dummification would have been a better codification.",13229
WineQT_histograms.png,"Given the usual semantics of volatile acidity variable, dummification would have been a better codification.",13230
WineQT_histograms.png,"Given the usual semantics of citric acid variable, dummification would have been a better codification.",13231
WineQT_histograms.png,"Given the usual semantics of residual sugar variable, dummification would have been a better codification.",13232
WineQT_histograms.png,"Given the usual semantics of chlorides variable, dummification would have been a better codification.",13233
WineQT_histograms.png,"Given the usual semantics of free sulfur dioxide variable, dummification would have been a better codification.",13234
WineQT_histograms.png,"Given the usual semantics of total sulfur dioxide variable, dummification would have been a better codification.",13235
WineQT_histograms.png,"Given the usual semantics of density variable, dummification would have been a better codification.",13236
WineQT_histograms.png,"Given the usual semantics of pH variable, dummification would have been a better codification.",13237
WineQT_histograms.png,"Given the usual semantics of sulphates variable, dummification would have been a better codification.",13238
WineQT_histograms.png,"Given the usual semantics of alcohol variable, dummification would have been a better codification.",13239
WineQT_histograms.png,The variable fixed acidity can be coded as ordinal without losing information.,13240
WineQT_histograms.png,The variable volatile acidity can be coded as ordinal without losing information.,13241
WineQT_histograms.png,The variable citric acid can be coded as ordinal without losing information.,13242
WineQT_histograms.png,The variable residual sugar can be coded as ordinal without losing information.,13243
WineQT_histograms.png,The variable chlorides can be coded as ordinal without losing information.,13244
WineQT_histograms.png,The variable free sulfur dioxide can be coded as ordinal without losing information.,13245
WineQT_histograms.png,The variable total sulfur dioxide can be coded as ordinal without losing information.,13246
WineQT_histograms.png,The variable density can be coded as ordinal without losing information.,13247
WineQT_histograms.png,The variable pH can be coded as ordinal without losing information.,13248
WineQT_histograms.png,The variable sulphates can be coded as ordinal without losing information.,13249
WineQT_histograms.png,The variable alcohol can be coded as ordinal without losing information.,13250
WineQT_histograms.png,"Considering the common semantics for fixed acidity variable, dummification would be the most adequate encoding.",13251
WineQT_histograms.png,"Considering the common semantics for volatile acidity variable, dummification would be the most adequate encoding.",13252
WineQT_histograms.png,"Considering the common semantics for citric acid variable, dummification would be the most adequate encoding.",13253
WineQT_histograms.png,"Considering the common semantics for residual sugar variable, dummification would be the most adequate encoding.",13254
WineQT_histograms.png,"Considering the common semantics for chlorides variable, dummification would be the most adequate encoding.",13255
WineQT_histograms.png,"Considering the common semantics for free sulfur dioxide variable, dummification would be the most adequate encoding.",13256
WineQT_histograms.png,"Considering the common semantics for total sulfur dioxide variable, dummification would be the most adequate encoding.",13257
WineQT_histograms.png,"Considering the common semantics for density variable, dummification would be the most adequate encoding.",13258
WineQT_histograms.png,"Considering the common semantics for pH variable, dummification would be the most adequate encoding.",13259
WineQT_histograms.png,"Considering the common semantics for sulphates variable, dummification would be the most adequate encoding.",13260
WineQT_histograms.png,"Considering the common semantics for alcohol variable, dummification would be the most adequate encoding.",13261
WineQT_histograms.png,"Considering the common semantics for volatile acidity and fixed acidity variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13262
WineQT_histograms.png,"Considering the common semantics for citric acid and fixed acidity variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13263
WineQT_histograms.png,"Considering the common semantics for residual sugar and fixed acidity variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13264
WineQT_histograms.png,"Considering the common semantics for chlorides and fixed acidity variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13265
WineQT_histograms.png,"Considering the common semantics for free sulfur dioxide and fixed acidity variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13266
WineQT_histograms.png,"Considering the common semantics for total sulfur dioxide and fixed acidity variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13267
WineQT_histograms.png,"Considering the common semantics for density and fixed acidity variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13268
WineQT_histograms.png,"Considering the common semantics for pH and fixed acidity variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13269
WineQT_histograms.png,"Considering the common semantics for sulphates and fixed acidity variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13270
WineQT_histograms.png,"Considering the common semantics for alcohol and fixed acidity variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13271
WineQT_histograms.png,"Considering the common semantics for fixed acidity and volatile acidity variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13272
WineQT_histograms.png,"Considering the common semantics for citric acid and volatile acidity variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13273
WineQT_histograms.png,"Considering the common semantics for residual sugar and volatile acidity variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13274
WineQT_histograms.png,"Considering the common semantics for chlorides and volatile acidity variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13275
WineQT_histograms.png,"Considering the common semantics for free sulfur dioxide and volatile acidity variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13276
WineQT_histograms.png,"Considering the common semantics for total sulfur dioxide and volatile acidity variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13277
WineQT_histograms.png,"Considering the common semantics for density and volatile acidity variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13278
WineQT_histograms.png,"Considering the common semantics for pH and volatile acidity variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13279
WineQT_histograms.png,"Considering the common semantics for sulphates and volatile acidity variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13280
WineQT_histograms.png,"Considering the common semantics for alcohol and volatile acidity variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13281
WineQT_histograms.png,"Considering the common semantics for fixed acidity and citric acid variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13282
WineQT_histograms.png,"Considering the common semantics for volatile acidity and citric acid variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13283
WineQT_histograms.png,"Considering the common semantics for residual sugar and citric acid variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13284
WineQT_histograms.png,"Considering the common semantics for chlorides and citric acid variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13285
WineQT_histograms.png,"Considering the common semantics for free sulfur dioxide and citric acid variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13286
WineQT_histograms.png,"Considering the common semantics for total sulfur dioxide and citric acid variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13287
WineQT_histograms.png,"Considering the common semantics for density and citric acid variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13288
WineQT_histograms.png,"Considering the common semantics for pH and citric acid variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13289
WineQT_histograms.png,"Considering the common semantics for sulphates and citric acid variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13290
WineQT_histograms.png,"Considering the common semantics for alcohol and citric acid variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13291
WineQT_histograms.png,"Considering the common semantics for fixed acidity and residual sugar variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13292
WineQT_histograms.png,"Considering the common semantics for volatile acidity and residual sugar variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13293
WineQT_histograms.png,"Considering the common semantics for citric acid and residual sugar variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13294
WineQT_histograms.png,"Considering the common semantics for chlorides and residual sugar variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13295
WineQT_histograms.png,"Considering the common semantics for free sulfur dioxide and residual sugar variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13296
WineQT_histograms.png,"Considering the common semantics for total sulfur dioxide and residual sugar variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13297
WineQT_histograms.png,"Considering the common semantics for density and residual sugar variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13298
WineQT_histograms.png,"Considering the common semantics for pH and residual sugar variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13299
WineQT_histograms.png,"Considering the common semantics for sulphates and residual sugar variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13300
WineQT_histograms.png,"Considering the common semantics for alcohol and residual sugar variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13301
WineQT_histograms.png,"Considering the common semantics for fixed acidity and chlorides variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13302
WineQT_histograms.png,"Considering the common semantics for volatile acidity and chlorides variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13303
WineQT_histograms.png,"Considering the common semantics for citric acid and chlorides variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13304
WineQT_histograms.png,"Considering the common semantics for residual sugar and chlorides variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13305
WineQT_histograms.png,"Considering the common semantics for free sulfur dioxide and chlorides variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13306
WineQT_histograms.png,"Considering the common semantics for total sulfur dioxide and chlorides variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13307
WineQT_histograms.png,"Considering the common semantics for density and chlorides variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13308
WineQT_histograms.png,"Considering the common semantics for pH and chlorides variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13309
WineQT_histograms.png,"Considering the common semantics for sulphates and chlorides variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13310
WineQT_histograms.png,"Considering the common semantics for alcohol and chlorides variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13311
WineQT_histograms.png,"Considering the common semantics for fixed acidity and free sulfur dioxide variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13312
WineQT_histograms.png,"Considering the common semantics for volatile acidity and free sulfur dioxide variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13313
WineQT_histograms.png,"Considering the common semantics for citric acid and free sulfur dioxide variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13314
WineQT_histograms.png,"Considering the common semantics for residual sugar and free sulfur dioxide variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13315
WineQT_histograms.png,"Considering the common semantics for chlorides and free sulfur dioxide variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13316
WineQT_histograms.png,"Considering the common semantics for total sulfur dioxide and free sulfur dioxide variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13317
WineQT_histograms.png,"Considering the common semantics for density and free sulfur dioxide variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13318
WineQT_histograms.png,"Considering the common semantics for pH and free sulfur dioxide variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13319
WineQT_histograms.png,"Considering the common semantics for sulphates and free sulfur dioxide variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13320
WineQT_histograms.png,"Considering the common semantics for alcohol and free sulfur dioxide variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13321
WineQT_histograms.png,"Considering the common semantics for fixed acidity and total sulfur dioxide variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13322
WineQT_histograms.png,"Considering the common semantics for volatile acidity and total sulfur dioxide variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13323
WineQT_histograms.png,"Considering the common semantics for citric acid and total sulfur dioxide variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13324
WineQT_histograms.png,"Considering the common semantics for residual sugar and total sulfur dioxide variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13325
WineQT_histograms.png,"Considering the common semantics for chlorides and total sulfur dioxide variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13326
WineQT_histograms.png,"Considering the common semantics for free sulfur dioxide and total sulfur dioxide variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13327
WineQT_histograms.png,"Considering the common semantics for density and total sulfur dioxide variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13328
WineQT_histograms.png,"Considering the common semantics for pH and total sulfur dioxide variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13329
WineQT_histograms.png,"Considering the common semantics for sulphates and total sulfur dioxide variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13330
WineQT_histograms.png,"Considering the common semantics for alcohol and total sulfur dioxide variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13331
WineQT_histograms.png,"Considering the common semantics for fixed acidity and density variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13332
WineQT_histograms.png,"Considering the common semantics for volatile acidity and density variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13333
WineQT_histograms.png,"Considering the common semantics for citric acid and density variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13334
WineQT_histograms.png,"Considering the common semantics for residual sugar and density variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13335
WineQT_histograms.png,"Considering the common semantics for chlorides and density variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13336
WineQT_histograms.png,"Considering the common semantics for free sulfur dioxide and density variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13337
WineQT_histograms.png,"Considering the common semantics for total sulfur dioxide and density variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13338
WineQT_histograms.png,"Considering the common semantics for pH and density variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13339
WineQT_histograms.png,"Considering the common semantics for sulphates and density variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13340
WineQT_histograms.png,"Considering the common semantics for alcohol and density variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13341
WineQT_histograms.png,"Considering the common semantics for fixed acidity and pH variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13342
WineQT_histograms.png,"Considering the common semantics for volatile acidity and pH variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13343
WineQT_histograms.png,"Considering the common semantics for citric acid and pH variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13344
WineQT_histograms.png,"Considering the common semantics for residual sugar and pH variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13345
WineQT_histograms.png,"Considering the common semantics for chlorides and pH variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13346
WineQT_histograms.png,"Considering the common semantics for free sulfur dioxide and pH variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13347
WineQT_histograms.png,"Considering the common semantics for total sulfur dioxide and pH variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13348
WineQT_histograms.png,"Considering the common semantics for density and pH variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13349
WineQT_histograms.png,"Considering the common semantics for sulphates and pH variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13350
WineQT_histograms.png,"Considering the common semantics for alcohol and pH variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13351
WineQT_histograms.png,"Considering the common semantics for fixed acidity and sulphates variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13352
WineQT_histograms.png,"Considering the common semantics for volatile acidity and sulphates variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13353
WineQT_histograms.png,"Considering the common semantics for citric acid and sulphates variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13354
WineQT_histograms.png,"Considering the common semantics for residual sugar and sulphates variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13355
WineQT_histograms.png,"Considering the common semantics for chlorides and sulphates variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13356
WineQT_histograms.png,"Considering the common semantics for free sulfur dioxide and sulphates variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13357
WineQT_histograms.png,"Considering the common semantics for total sulfur dioxide and sulphates variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13358
WineQT_histograms.png,"Considering the common semantics for density and sulphates variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13359
WineQT_histograms.png,"Considering the common semantics for pH and sulphates variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13360
WineQT_histograms.png,"Considering the common semantics for alcohol and sulphates variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13361
WineQT_histograms.png,"Considering the common semantics for fixed acidity and alcohol variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13362
WineQT_histograms.png,"Considering the common semantics for volatile acidity and alcohol variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13363
WineQT_histograms.png,"Considering the common semantics for citric acid and alcohol variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13364
WineQT_histograms.png,"Considering the common semantics for residual sugar and alcohol variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13365
WineQT_histograms.png,"Considering the common semantics for chlorides and alcohol variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13366
WineQT_histograms.png,"Considering the common semantics for free sulfur dioxide and alcohol variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13367
WineQT_histograms.png,"Considering the common semantics for total sulfur dioxide and alcohol variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13368
WineQT_histograms.png,"Considering the common semantics for density and alcohol variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13369
WineQT_histograms.png,"Considering the common semantics for pH and alcohol variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13370
WineQT_histograms.png,"Considering the common semantics for sulphates and alcohol variables, dummification if applied would increase the risk of facing the curse of dimensionality.",13371
WineQT_class_histogram.png,Balancing this dataset would be mandatory to improve the results.,13372
WineQT_nr_records_nr_variables.png,Balancing this dataset by SMOTE would most probably be preferable over undersampling.,13373
WineQT_scatter-plots.png,Balancing this dataset by SMOTE would be riskier than oversampling by replication.,13374
WineQT_correlation_heatmap.png,"Applying a non-supervised feature selection based on the redundancy, would not increase the performance of the generality of the training algorithms in this dataset.",13375
WineQT_boxplots.png,"A scaling transformation is mandatory, in order to improve the Naive Bayes performance in this dataset.",13376
WineQT_boxplots.png,"A scaling transformation is mandatory, in order to improve the  KNN performance in this dataset.",13377
WineQT_correlation_heatmap.png,Variables volatile acidity and fixed acidity seem to be useful for classification tasks.,13378
WineQT_correlation_heatmap.png,Variables citric acid and fixed acidity seem to be useful for classification tasks.,13379
WineQT_correlation_heatmap.png,Variables residual sugar and fixed acidity seem to be useful for classification tasks.,13380
WineQT_correlation_heatmap.png,Variables chlorides and fixed acidity seem to be useful for classification tasks.,13381
WineQT_correlation_heatmap.png,Variables free sulfur dioxide and fixed acidity seem to be useful for classification tasks.,13382
WineQT_correlation_heatmap.png,Variables total sulfur dioxide and fixed acidity seem to be useful for classification tasks.,13383
WineQT_correlation_heatmap.png,Variables density and fixed acidity seem to be useful for classification tasks.,13384
WineQT_correlation_heatmap.png,Variables pH and fixed acidity seem to be useful for classification tasks.,13385
WineQT_correlation_heatmap.png,Variables sulphates and fixed acidity seem to be useful for classification tasks.,13386
WineQT_correlation_heatmap.png,Variables alcohol and fixed acidity seem to be useful for classification tasks.,13387
WineQT_correlation_heatmap.png,Variables quality and fixed acidity seem to be useful for classification tasks.,13388
WineQT_correlation_heatmap.png,Variables fixed acidity and volatile acidity seem to be useful for classification tasks.,13389
WineQT_correlation_heatmap.png,Variables citric acid and volatile acidity seem to be useful for classification tasks.,13390
WineQT_correlation_heatmap.png,Variables residual sugar and volatile acidity seem to be useful for classification tasks.,13391
WineQT_correlation_heatmap.png,Variables chlorides and volatile acidity seem to be useful for classification tasks.,13392
WineQT_correlation_heatmap.png,Variables free sulfur dioxide and volatile acidity seem to be useful for classification tasks.,13393
WineQT_correlation_heatmap.png,Variables total sulfur dioxide and volatile acidity seem to be useful for classification tasks.,13394
WineQT_correlation_heatmap.png,Variables density and volatile acidity seem to be useful for classification tasks.,13395
WineQT_correlation_heatmap.png,Variables pH and volatile acidity seem to be useful for classification tasks.,13396
WineQT_correlation_heatmap.png,Variables sulphates and volatile acidity seem to be useful for classification tasks.,13397
WineQT_correlation_heatmap.png,Variables alcohol and volatile acidity seem to be useful for classification tasks.,13398
WineQT_correlation_heatmap.png,Variables quality and volatile acidity seem to be useful for classification tasks.,13399
WineQT_correlation_heatmap.png,Variables fixed acidity and citric acid seem to be useful for classification tasks.,13400
WineQT_correlation_heatmap.png,Variables volatile acidity and citric acid seem to be useful for classification tasks.,13401
WineQT_correlation_heatmap.png,Variables residual sugar and citric acid seem to be useful for classification tasks.,13402
WineQT_correlation_heatmap.png,Variables chlorides and citric acid seem to be useful for classification tasks.,13403
WineQT_correlation_heatmap.png,Variables free sulfur dioxide and citric acid seem to be useful for classification tasks.,13404
WineQT_correlation_heatmap.png,Variables total sulfur dioxide and citric acid seem to be useful for classification tasks.,13405
WineQT_correlation_heatmap.png,Variables density and citric acid seem to be useful for classification tasks.,13406
WineQT_correlation_heatmap.png,Variables pH and citric acid seem to be useful for classification tasks.,13407
WineQT_correlation_heatmap.png,Variables sulphates and citric acid seem to be useful for classification tasks.,13408
WineQT_correlation_heatmap.png,Variables alcohol and citric acid seem to be useful for classification tasks.,13409
WineQT_correlation_heatmap.png,Variables quality and citric acid seem to be useful for classification tasks.,13410
WineQT_correlation_heatmap.png,Variables fixed acidity and residual sugar seem to be useful for classification tasks.,13411
WineQT_correlation_heatmap.png,Variables volatile acidity and residual sugar seem to be useful for classification tasks.,13412
WineQT_correlation_heatmap.png,Variables citric acid and residual sugar seem to be useful for classification tasks.,13413
WineQT_correlation_heatmap.png,Variables chlorides and residual sugar seem to be useful for classification tasks.,13414
WineQT_correlation_heatmap.png,Variables free sulfur dioxide and residual sugar seem to be useful for classification tasks.,13415
WineQT_correlation_heatmap.png,Variables total sulfur dioxide and residual sugar seem to be useful for classification tasks.,13416
WineQT_correlation_heatmap.png,Variables density and residual sugar seem to be useful for classification tasks.,13417
WineQT_correlation_heatmap.png,Variables pH and residual sugar seem to be useful for classification tasks.,13418
WineQT_correlation_heatmap.png,Variables sulphates and residual sugar seem to be useful for classification tasks.,13419
WineQT_correlation_heatmap.png,Variables alcohol and residual sugar seem to be useful for classification tasks.,13420
WineQT_correlation_heatmap.png,Variables quality and residual sugar seem to be useful for classification tasks.,13421
WineQT_correlation_heatmap.png,Variables fixed acidity and chlorides seem to be useful for classification tasks.,13422
WineQT_correlation_heatmap.png,Variables volatile acidity and chlorides seem to be useful for classification tasks.,13423
WineQT_correlation_heatmap.png,Variables citric acid and chlorides seem to be useful for classification tasks.,13424
WineQT_correlation_heatmap.png,Variables residual sugar and chlorides seem to be useful for classification tasks.,13425
WineQT_correlation_heatmap.png,Variables free sulfur dioxide and chlorides seem to be useful for classification tasks.,13426
WineQT_correlation_heatmap.png,Variables total sulfur dioxide and chlorides seem to be useful for classification tasks.,13427
WineQT_correlation_heatmap.png,Variables density and chlorides seem to be useful for classification tasks.,13428
WineQT_correlation_heatmap.png,Variables pH and chlorides seem to be useful for classification tasks.,13429
WineQT_correlation_heatmap.png,Variables sulphates and chlorides seem to be useful for classification tasks.,13430
WineQT_correlation_heatmap.png,Variables alcohol and chlorides seem to be useful for classification tasks.,13431
WineQT_correlation_heatmap.png,Variables quality and chlorides seem to be useful for classification tasks.,13432
WineQT_correlation_heatmap.png,Variables fixed acidity and free sulfur dioxide seem to be useful for classification tasks.,13433
WineQT_correlation_heatmap.png,Variables volatile acidity and free sulfur dioxide seem to be useful for classification tasks.,13434
WineQT_correlation_heatmap.png,Variables citric acid and free sulfur dioxide seem to be useful for classification tasks.,13435
WineQT_correlation_heatmap.png,Variables residual sugar and free sulfur dioxide seem to be useful for classification tasks.,13436
WineQT_correlation_heatmap.png,Variables chlorides and free sulfur dioxide seem to be useful for classification tasks.,13437
WineQT_correlation_heatmap.png,Variables total sulfur dioxide and free sulfur dioxide seem to be useful for classification tasks.,13438
WineQT_correlation_heatmap.png,Variables density and free sulfur dioxide seem to be useful for classification tasks.,13439
WineQT_correlation_heatmap.png,Variables pH and free sulfur dioxide seem to be useful for classification tasks.,13440
WineQT_correlation_heatmap.png,Variables sulphates and free sulfur dioxide seem to be useful for classification tasks.,13441
WineQT_correlation_heatmap.png,Variables alcohol and free sulfur dioxide seem to be useful for classification tasks.,13442
WineQT_correlation_heatmap.png,Variables quality and free sulfur dioxide seem to be useful for classification tasks.,13443
WineQT_correlation_heatmap.png,Variables fixed acidity and total sulfur dioxide seem to be useful for classification tasks.,13444
WineQT_correlation_heatmap.png,Variables volatile acidity and total sulfur dioxide seem to be useful for classification tasks.,13445
WineQT_correlation_heatmap.png,Variables citric acid and total sulfur dioxide seem to be useful for classification tasks.,13446
WineQT_correlation_heatmap.png,Variables residual sugar and total sulfur dioxide seem to be useful for classification tasks.,13447
WineQT_correlation_heatmap.png,Variables chlorides and total sulfur dioxide seem to be useful for classification tasks.,13448
WineQT_correlation_heatmap.png,Variables free sulfur dioxide and total sulfur dioxide seem to be useful for classification tasks.,13449
WineQT_correlation_heatmap.png,Variables density and total sulfur dioxide seem to be useful for classification tasks.,13450
WineQT_correlation_heatmap.png,Variables pH and total sulfur dioxide seem to be useful for classification tasks.,13451
WineQT_correlation_heatmap.png,Variables sulphates and total sulfur dioxide seem to be useful for classification tasks.,13452
WineQT_correlation_heatmap.png,Variables alcohol and total sulfur dioxide seem to be useful for classification tasks.,13453
WineQT_correlation_heatmap.png,Variables quality and total sulfur dioxide seem to be useful for classification tasks.,13454
WineQT_correlation_heatmap.png,Variables fixed acidity and density seem to be useful for classification tasks.,13455
WineQT_correlation_heatmap.png,Variables volatile acidity and density seem to be useful for classification tasks.,13456
WineQT_correlation_heatmap.png,Variables citric acid and density seem to be useful for classification tasks.,13457
WineQT_correlation_heatmap.png,Variables residual sugar and density seem to be useful for classification tasks.,13458
WineQT_correlation_heatmap.png,Variables chlorides and density seem to be useful for classification tasks.,13459
WineQT_correlation_heatmap.png,Variables free sulfur dioxide and density seem to be useful for classification tasks.,13460
WineQT_correlation_heatmap.png,Variables total sulfur dioxide and density seem to be useful for classification tasks.,13461
WineQT_correlation_heatmap.png,Variables pH and density seem to be useful for classification tasks.,13462
WineQT_correlation_heatmap.png,Variables sulphates and density seem to be useful for classification tasks.,13463
WineQT_correlation_heatmap.png,Variables alcohol and density seem to be useful for classification tasks.,13464
WineQT_correlation_heatmap.png,Variables quality and density seem to be useful for classification tasks.,13465
WineQT_correlation_heatmap.png,Variables fixed acidity and pH seem to be useful for classification tasks.,13466
WineQT_correlation_heatmap.png,Variables volatile acidity and pH seem to be useful for classification tasks.,13467
WineQT_correlation_heatmap.png,Variables citric acid and pH seem to be useful for classification tasks.,13468
WineQT_correlation_heatmap.png,Variables residual sugar and pH seem to be useful for classification tasks.,13469
WineQT_correlation_heatmap.png,Variables chlorides and pH seem to be useful for classification tasks.,13470
WineQT_correlation_heatmap.png,Variables free sulfur dioxide and pH seem to be useful for classification tasks.,13471
WineQT_correlation_heatmap.png,Variables total sulfur dioxide and pH seem to be useful for classification tasks.,13472
WineQT_correlation_heatmap.png,Variables density and pH seem to be useful for classification tasks.,13473
WineQT_correlation_heatmap.png,Variables sulphates and pH seem to be useful for classification tasks.,13474
WineQT_correlation_heatmap.png,Variables alcohol and pH seem to be useful for classification tasks.,13475
WineQT_correlation_heatmap.png,Variables quality and pH seem to be useful for classification tasks.,13476
WineQT_correlation_heatmap.png,Variables fixed acidity and sulphates seem to be useful for classification tasks.,13477
WineQT_correlation_heatmap.png,Variables volatile acidity and sulphates seem to be useful for classification tasks.,13478
WineQT_correlation_heatmap.png,Variables citric acid and sulphates seem to be useful for classification tasks.,13479
WineQT_correlation_heatmap.png,Variables residual sugar and sulphates seem to be useful for classification tasks.,13480
WineQT_correlation_heatmap.png,Variables chlorides and sulphates seem to be useful for classification tasks.,13481
WineQT_correlation_heatmap.png,Variables free sulfur dioxide and sulphates seem to be useful for classification tasks.,13482
WineQT_correlation_heatmap.png,Variables total sulfur dioxide and sulphates seem to be useful for classification tasks.,13483
WineQT_correlation_heatmap.png,Variables density and sulphates seem to be useful for classification tasks.,13484
WineQT_correlation_heatmap.png,Variables pH and sulphates seem to be useful for classification tasks.,13485
WineQT_correlation_heatmap.png,Variables alcohol and sulphates seem to be useful for classification tasks.,13486
WineQT_correlation_heatmap.png,Variables quality and sulphates seem to be useful for classification tasks.,13487
WineQT_correlation_heatmap.png,Variables fixed acidity and alcohol seem to be useful for classification tasks.,13488
WineQT_correlation_heatmap.png,Variables volatile acidity and alcohol seem to be useful for classification tasks.,13489
WineQT_correlation_heatmap.png,Variables citric acid and alcohol seem to be useful for classification tasks.,13490
WineQT_correlation_heatmap.png,Variables residual sugar and alcohol seem to be useful for classification tasks.,13491
WineQT_correlation_heatmap.png,Variables chlorides and alcohol seem to be useful for classification tasks.,13492
WineQT_correlation_heatmap.png,Variables free sulfur dioxide and alcohol seem to be useful for classification tasks.,13493
WineQT_correlation_heatmap.png,Variables total sulfur dioxide and alcohol seem to be useful for classification tasks.,13494
WineQT_correlation_heatmap.png,Variables density and alcohol seem to be useful for classification tasks.,13495
WineQT_correlation_heatmap.png,Variables pH and alcohol seem to be useful for classification tasks.,13496
WineQT_correlation_heatmap.png,Variables sulphates and alcohol seem to be useful for classification tasks.,13497
WineQT_correlation_heatmap.png,Variables quality and alcohol seem to be useful for classification tasks.,13498
WineQT_correlation_heatmap.png,Variables fixed acidity and quality seem to be useful for classification tasks.,13499
WineQT_correlation_heatmap.png,Variables volatile acidity and quality seem to be useful for classification tasks.,13500
WineQT_correlation_heatmap.png,Variables citric acid and quality seem to be useful for classification tasks.,13501
WineQT_correlation_heatmap.png,Variables residual sugar and quality seem to be useful for classification tasks.,13502
WineQT_correlation_heatmap.png,Variables chlorides and quality seem to be useful for classification tasks.,13503
WineQT_correlation_heatmap.png,Variables free sulfur dioxide and quality seem to be useful for classification tasks.,13504
WineQT_correlation_heatmap.png,Variables total sulfur dioxide and quality seem to be useful for classification tasks.,13505
WineQT_correlation_heatmap.png,Variables density and quality seem to be useful for classification tasks.,13506
WineQT_correlation_heatmap.png,Variables pH and quality seem to be useful for classification tasks.,13507
WineQT_correlation_heatmap.png,Variables sulphates and quality seem to be useful for classification tasks.,13508
WineQT_correlation_heatmap.png,Variables alcohol and quality seem to be useful for classification tasks.,13509
WineQT_correlation_heatmap.png,Variable fixed acidity seems to be relevant for the majority of mining tasks.,13510
WineQT_correlation_heatmap.png,Variable volatile acidity seems to be relevant for the majority of mining tasks.,13511
WineQT_correlation_heatmap.png,Variable citric acid seems to be relevant for the majority of mining tasks.,13512
WineQT_correlation_heatmap.png,Variable residual sugar seems to be relevant for the majority of mining tasks.,13513
WineQT_correlation_heatmap.png,Variable chlorides seems to be relevant for the majority of mining tasks.,13514
WineQT_correlation_heatmap.png,Variable free sulfur dioxide seems to be relevant for the majority of mining tasks.,13515
WineQT_correlation_heatmap.png,Variable total sulfur dioxide seems to be relevant for the majority of mining tasks.,13516
WineQT_correlation_heatmap.png,Variable density seems to be relevant for the majority of mining tasks.,13517
WineQT_correlation_heatmap.png,Variable pH seems to be relevant for the majority of mining tasks.,13518
WineQT_correlation_heatmap.png,Variable sulphates seems to be relevant for the majority of mining tasks.,13519
WineQT_correlation_heatmap.png,Variable alcohol seems to be relevant for the majority of mining tasks.,13520
WineQT_correlation_heatmap.png,Variable quality seems to be relevant for the majority of mining tasks.,13521
WineQT_decision_tree.png,Variable fixed acidity is one of the most relevant variables.,13522
WineQT_decision_tree.png,Variable volatile acidity is one of the most relevant variables.,13523
WineQT_decision_tree.png,Variable citric acid is one of the most relevant variables.,13524
WineQT_decision_tree.png,Variable residual sugar is one of the most relevant variables.,13525
WineQT_decision_tree.png,Variable chlorides is one of the most relevant variables.,13526
WineQT_decision_tree.png,Variable free sulfur dioxide is one of the most relevant variables.,13527
WineQT_decision_tree.png,Variable total sulfur dioxide is one of the most relevant variables.,13528
WineQT_decision_tree.png,Variable density is one of the most relevant variables.,13529
WineQT_decision_tree.png,Variable pH is one of the most relevant variables.,13530
WineQT_decision_tree.png,Variable sulphates is one of the most relevant variables.,13531
WineQT_decision_tree.png,Variable alcohol is one of the most relevant variables.,13532
WineQT_decision_tree.png,Variable quality is one of the most relevant variables.,13533
WineQT_decision_tree.png,It is possible to state that fixed acidity is the first most discriminative variable regarding the class.,13534
WineQT_decision_tree.png,It is possible to state that volatile acidity is the first most discriminative variable regarding the class.,13535
WineQT_decision_tree.png,It is possible to state that citric acid is the first most discriminative variable regarding the class.,13536
WineQT_decision_tree.png,It is possible to state that residual sugar is the first most discriminative variable regarding the class.,13537
WineQT_decision_tree.png,It is possible to state that chlorides is the first most discriminative variable regarding the class.,13538
WineQT_decision_tree.png,It is possible to state that free sulfur dioxide is the first most discriminative variable regarding the class.,13539
WineQT_decision_tree.png,It is possible to state that total sulfur dioxide is the first most discriminative variable regarding the class.,13540
WineQT_decision_tree.png,It is possible to state that density is the first most discriminative variable regarding the class.,13541
WineQT_decision_tree.png,It is possible to state that pH is the first most discriminative variable regarding the class.,13542
WineQT_decision_tree.png,It is possible to state that sulphates is the first most discriminative variable regarding the class.,13543
WineQT_decision_tree.png,It is possible to state that alcohol is the first most discriminative variable regarding the class.,13544
WineQT_decision_tree.png,It is possible to state that quality is the first most discriminative variable regarding the class.,13545
WineQT_decision_tree.png,It is possible to state that fixed acidity is the second most discriminative variable regarding the class.,13546
WineQT_decision_tree.png,It is possible to state that volatile acidity is the second most discriminative variable regarding the class.,13547
WineQT_decision_tree.png,It is possible to state that citric acid is the second most discriminative variable regarding the class.,13548
WineQT_decision_tree.png,It is possible to state that residual sugar is the second most discriminative variable regarding the class.,13549
WineQT_decision_tree.png,It is possible to state that chlorides is the second most discriminative variable regarding the class.,13550
WineQT_decision_tree.png,It is possible to state that free sulfur dioxide is the second most discriminative variable regarding the class.,13551
WineQT_decision_tree.png,It is possible to state that total sulfur dioxide is the second most discriminative variable regarding the class.,13552
WineQT_decision_tree.png,It is possible to state that density is the second most discriminative variable regarding the class.,13553
WineQT_decision_tree.png,It is possible to state that pH is the second most discriminative variable regarding the class.,13554
WineQT_decision_tree.png,It is possible to state that sulphates is the second most discriminative variable regarding the class.,13555
WineQT_decision_tree.png,It is possible to state that alcohol is the second most discriminative variable regarding the class.,13556
WineQT_decision_tree.png,It is possible to state that quality is the second most discriminative variable regarding the class.,13557
WineQT_decision_tree.png,"The variable fixed acidity discriminates between the target values, as shown in the decision tree.",13558
WineQT_decision_tree.png,"The variable volatile acidity discriminates between the target values, as shown in the decision tree.",13559
WineQT_decision_tree.png,"The variable citric acid discriminates between the target values, as shown in the decision tree.",13560
WineQT_decision_tree.png,"The variable residual sugar discriminates between the target values, as shown in the decision tree.",13561
WineQT_decision_tree.png,"The variable chlorides discriminates between the target values, as shown in the decision tree.",13562
WineQT_decision_tree.png,"The variable free sulfur dioxide discriminates between the target values, as shown in the decision tree.",13563
WineQT_decision_tree.png,"The variable total sulfur dioxide discriminates between the target values, as shown in the decision tree.",13564
WineQT_decision_tree.png,"The variable density discriminates between the target values, as shown in the decision tree.",13565
WineQT_decision_tree.png,"The variable pH discriminates between the target values, as shown in the decision tree.",13566
WineQT_decision_tree.png,"The variable sulphates discriminates between the target values, as shown in the decision tree.",13567
WineQT_decision_tree.png,"The variable alcohol discriminates between the target values, as shown in the decision tree.",13568
WineQT_decision_tree.png,"The variable quality discriminates between the target values, as shown in the decision tree.",13569
WineQT_decision_tree.png,The variable fixed acidity seems to be one of the two most relevant features.,13570
WineQT_decision_tree.png,The variable volatile acidity seems to be one of the two most relevant features.,13571
WineQT_decision_tree.png,The variable citric acid seems to be one of the two most relevant features.,13572
WineQT_decision_tree.png,The variable residual sugar seems to be one of the two most relevant features.,13573
WineQT_decision_tree.png,The variable chlorides seems to be one of the two most relevant features.,13574
WineQT_decision_tree.png,The variable free sulfur dioxide seems to be one of the two most relevant features.,13575
WineQT_decision_tree.png,The variable total sulfur dioxide seems to be one of the two most relevant features.,13576
WineQT_decision_tree.png,The variable density seems to be one of the two most relevant features.,13577
WineQT_decision_tree.png,The variable pH seems to be one of the two most relevant features.,13578
WineQT_decision_tree.png,The variable sulphates seems to be one of the two most relevant features.,13579
WineQT_decision_tree.png,The variable alcohol seems to be one of the two most relevant features.,13580
WineQT_decision_tree.png,The variable quality seems to be one of the two most relevant features.,13581
WineQT_decision_tree.png,The variable fixed acidity seems to be one of the three most relevant features.,13582
WineQT_decision_tree.png,The variable volatile acidity seems to be one of the three most relevant features.,13583
WineQT_decision_tree.png,The variable citric acid seems to be one of the three most relevant features.,13584
WineQT_decision_tree.png,The variable residual sugar seems to be one of the three most relevant features.,13585
WineQT_decision_tree.png,The variable chlorides seems to be one of the three most relevant features.,13586
WineQT_decision_tree.png,The variable free sulfur dioxide seems to be one of the three most relevant features.,13587
WineQT_decision_tree.png,The variable total sulfur dioxide seems to be one of the three most relevant features.,13588
WineQT_decision_tree.png,The variable density seems to be one of the three most relevant features.,13589
WineQT_decision_tree.png,The variable pH seems to be one of the three most relevant features.,13590
WineQT_decision_tree.png,The variable sulphates seems to be one of the three most relevant features.,13591
WineQT_decision_tree.png,The variable alcohol seems to be one of the three most relevant features.,13592
WineQT_decision_tree.png,The variable quality seems to be one of the three most relevant features.,13593
WineQT_decision_tree.png,The variable fixed acidity seems to be one of the four most relevant features.,13594
WineQT_decision_tree.png,The variable volatile acidity seems to be one of the four most relevant features.,13595
WineQT_decision_tree.png,The variable citric acid seems to be one of the four most relevant features.,13596
WineQT_decision_tree.png,The variable residual sugar seems to be one of the four most relevant features.,13597
WineQT_decision_tree.png,The variable chlorides seems to be one of the four most relevant features.,13598
WineQT_decision_tree.png,The variable free sulfur dioxide seems to be one of the four most relevant features.,13599
WineQT_decision_tree.png,The variable total sulfur dioxide seems to be one of the four most relevant features.,13600
WineQT_decision_tree.png,The variable density seems to be one of the four most relevant features.,13601
WineQT_decision_tree.png,The variable pH seems to be one of the four most relevant features.,13602
WineQT_decision_tree.png,The variable sulphates seems to be one of the four most relevant features.,13603
WineQT_decision_tree.png,The variable alcohol seems to be one of the four most relevant features.,13604
WineQT_decision_tree.png,The variable quality seems to be one of the four most relevant features.,13605
WineQT_decision_tree.png,The variable fixed acidity seems to be one of the five most relevant features.,13606
WineQT_decision_tree.png,The variable volatile acidity seems to be one of the five most relevant features.,13607
WineQT_decision_tree.png,The variable citric acid seems to be one of the five most relevant features.,13608
WineQT_decision_tree.png,The variable residual sugar seems to be one of the five most relevant features.,13609
WineQT_decision_tree.png,The variable chlorides seems to be one of the five most relevant features.,13610
WineQT_decision_tree.png,The variable free sulfur dioxide seems to be one of the five most relevant features.,13611
WineQT_decision_tree.png,The variable total sulfur dioxide seems to be one of the five most relevant features.,13612
WineQT_decision_tree.png,The variable density seems to be one of the five most relevant features.,13613
WineQT_decision_tree.png,The variable pH seems to be one of the five most relevant features.,13614
WineQT_decision_tree.png,The variable sulphates seems to be one of the five most relevant features.,13615
WineQT_decision_tree.png,The variable alcohol seems to be one of the five most relevant features.,13616
WineQT_decision_tree.png,The variable quality seems to be one of the five most relevant features.,13617
WineQT_decision_tree.png,It is clear that variable fixed acidity is one of the two most relevant features.,13618
WineQT_decision_tree.png,It is clear that variable volatile acidity is one of the two most relevant features.,13619
WineQT_decision_tree.png,It is clear that variable citric acid is one of the two most relevant features.,13620
WineQT_decision_tree.png,It is clear that variable residual sugar is one of the two most relevant features.,13621
WineQT_decision_tree.png,It is clear that variable chlorides is one of the two most relevant features.,13622
WineQT_decision_tree.png,It is clear that variable free sulfur dioxide is one of the two most relevant features.,13623
WineQT_decision_tree.png,It is clear that variable total sulfur dioxide is one of the two most relevant features.,13624
WineQT_decision_tree.png,It is clear that variable density is one of the two most relevant features.,13625
WineQT_decision_tree.png,It is clear that variable pH is one of the two most relevant features.,13626
WineQT_decision_tree.png,It is clear that variable sulphates is one of the two most relevant features.,13627
WineQT_decision_tree.png,It is clear that variable alcohol is one of the two most relevant features.,13628
WineQT_decision_tree.png,It is clear that variable quality is one of the two most relevant features.,13629
WineQT_decision_tree.png,It is clear that variable fixed acidity is one of the three most relevant features.,13630
WineQT_decision_tree.png,It is clear that variable volatile acidity is one of the three most relevant features.,13631
WineQT_decision_tree.png,It is clear that variable citric acid is one of the three most relevant features.,13632
WineQT_decision_tree.png,It is clear that variable residual sugar is one of the three most relevant features.,13633
WineQT_decision_tree.png,It is clear that variable chlorides is one of the three most relevant features.,13634
WineQT_decision_tree.png,It is clear that variable free sulfur dioxide is one of the three most relevant features.,13635
WineQT_decision_tree.png,It is clear that variable total sulfur dioxide is one of the three most relevant features.,13636
WineQT_decision_tree.png,It is clear that variable density is one of the three most relevant features.,13637
WineQT_decision_tree.png,It is clear that variable pH is one of the three most relevant features.,13638
WineQT_decision_tree.png,It is clear that variable sulphates is one of the three most relevant features.,13639
WineQT_decision_tree.png,It is clear that variable alcohol is one of the three most relevant features.,13640
WineQT_decision_tree.png,It is clear that variable quality is one of the three most relevant features.,13641
WineQT_decision_tree.png,It is clear that variable fixed acidity is one of the four most relevant features.,13642
WineQT_decision_tree.png,It is clear that variable volatile acidity is one of the four most relevant features.,13643
WineQT_decision_tree.png,It is clear that variable citric acid is one of the four most relevant features.,13644
WineQT_decision_tree.png,It is clear that variable residual sugar is one of the four most relevant features.,13645
WineQT_decision_tree.png,It is clear that variable chlorides is one of the four most relevant features.,13646
WineQT_decision_tree.png,It is clear that variable free sulfur dioxide is one of the four most relevant features.,13647
WineQT_decision_tree.png,It is clear that variable total sulfur dioxide is one of the four most relevant features.,13648
WineQT_decision_tree.png,It is clear that variable density is one of the four most relevant features.,13649
WineQT_decision_tree.png,It is clear that variable pH is one of the four most relevant features.,13650
WineQT_decision_tree.png,It is clear that variable sulphates is one of the four most relevant features.,13651
WineQT_decision_tree.png,It is clear that variable alcohol is one of the four most relevant features.,13652
WineQT_decision_tree.png,It is clear that variable quality is one of the four most relevant features.,13653
WineQT_decision_tree.png,It is clear that variable fixed acidity is one of the five most relevant features.,13654
WineQT_decision_tree.png,It is clear that variable volatile acidity is one of the five most relevant features.,13655
WineQT_decision_tree.png,It is clear that variable citric acid is one of the five most relevant features.,13656
WineQT_decision_tree.png,It is clear that variable residual sugar is one of the five most relevant features.,13657
WineQT_decision_tree.png,It is clear that variable chlorides is one of the five most relevant features.,13658
WineQT_decision_tree.png,It is clear that variable free sulfur dioxide is one of the five most relevant features.,13659
WineQT_decision_tree.png,It is clear that variable total sulfur dioxide is one of the five most relevant features.,13660
WineQT_decision_tree.png,It is clear that variable density is one of the five most relevant features.,13661
WineQT_decision_tree.png,It is clear that variable pH is one of the five most relevant features.,13662
WineQT_decision_tree.png,It is clear that variable sulphates is one of the five most relevant features.,13663
WineQT_decision_tree.png,It is clear that variable alcohol is one of the five most relevant features.,13664
WineQT_decision_tree.png,It is clear that variable quality is one of the five most relevant features.,13665
WineQT_correlation_heatmap.png,"From the correlation analysis alone, it is clear that there are relevant variables.",13666
WineQT_correlation_heatmap.png,Variables volatile acidity and fixed acidity are redundant.,13667
WineQT_correlation_heatmap.png,Variables citric acid and fixed acidity are redundant.,13668
WineQT_correlation_heatmap.png,Variables residual sugar and fixed acidity are redundant.,13669
WineQT_correlation_heatmap.png,Variables chlorides and fixed acidity are redundant.,13670
WineQT_correlation_heatmap.png,Variables free sulfur dioxide and fixed acidity are redundant.,13671
WineQT_correlation_heatmap.png,Variables total sulfur dioxide and fixed acidity are redundant.,13672
WineQT_correlation_heatmap.png,Variables density and fixed acidity are redundant.,13673
WineQT_correlation_heatmap.png,Variables pH and fixed acidity are redundant.,13674
WineQT_correlation_heatmap.png,Variables sulphates and fixed acidity are redundant.,13675
WineQT_correlation_heatmap.png,Variables alcohol and fixed acidity are redundant.,13676
WineQT_correlation_heatmap.png,Variables quality and fixed acidity are redundant.,13677
WineQT_correlation_heatmap.png,Variables fixed acidity and volatile acidity are redundant.,13678
WineQT_correlation_heatmap.png,Variables citric acid and volatile acidity are redundant.,13679
WineQT_correlation_heatmap.png,Variables residual sugar and volatile acidity are redundant.,13680
WineQT_correlation_heatmap.png,Variables chlorides and volatile acidity are redundant.,13681
WineQT_correlation_heatmap.png,Variables free sulfur dioxide and volatile acidity are redundant.,13682
WineQT_correlation_heatmap.png,Variables total sulfur dioxide and volatile acidity are redundant.,13683
WineQT_correlation_heatmap.png,Variables density and volatile acidity are redundant.,13684
WineQT_correlation_heatmap.png,Variables pH and volatile acidity are redundant.,13685
WineQT_correlation_heatmap.png,Variables sulphates and volatile acidity are redundant.,13686
WineQT_correlation_heatmap.png,Variables alcohol and volatile acidity are redundant.,13687
WineQT_correlation_heatmap.png,Variables quality and volatile acidity are redundant.,13688
WineQT_correlation_heatmap.png,Variables fixed acidity and citric acid are redundant.,13689
WineQT_correlation_heatmap.png,Variables volatile acidity and citric acid are redundant.,13690
WineQT_correlation_heatmap.png,Variables residual sugar and citric acid are redundant.,13691
WineQT_correlation_heatmap.png,Variables chlorides and citric acid are redundant.,13692
WineQT_correlation_heatmap.png,Variables free sulfur dioxide and citric acid are redundant.,13693
WineQT_correlation_heatmap.png,Variables total sulfur dioxide and citric acid are redundant.,13694
WineQT_correlation_heatmap.png,Variables density and citric acid are redundant.,13695
WineQT_correlation_heatmap.png,Variables pH and citric acid are redundant.,13696
WineQT_correlation_heatmap.png,Variables sulphates and citric acid are redundant.,13697
WineQT_correlation_heatmap.png,Variables alcohol and citric acid are redundant.,13698
WineQT_correlation_heatmap.png,Variables quality and citric acid are redundant.,13699
WineQT_correlation_heatmap.png,Variables fixed acidity and residual sugar are redundant.,13700
WineQT_correlation_heatmap.png,Variables volatile acidity and residual sugar are redundant.,13701
WineQT_correlation_heatmap.png,Variables citric acid and residual sugar are redundant.,13702
WineQT_correlation_heatmap.png,Variables chlorides and residual sugar are redundant.,13703
WineQT_correlation_heatmap.png,Variables free sulfur dioxide and residual sugar are redundant.,13704
WineQT_correlation_heatmap.png,Variables total sulfur dioxide and residual sugar are redundant.,13705
WineQT_correlation_heatmap.png,Variables density and residual sugar are redundant.,13706
WineQT_correlation_heatmap.png,Variables pH and residual sugar are redundant.,13707
WineQT_correlation_heatmap.png,Variables sulphates and residual sugar are redundant.,13708
WineQT_correlation_heatmap.png,Variables alcohol and residual sugar are redundant.,13709
WineQT_correlation_heatmap.png,Variables quality and residual sugar are redundant.,13710
WineQT_correlation_heatmap.png,Variables fixed acidity and chlorides are redundant.,13711
WineQT_correlation_heatmap.png,Variables volatile acidity and chlorides are redundant.,13712
WineQT_correlation_heatmap.png,Variables citric acid and chlorides are redundant.,13713
WineQT_correlation_heatmap.png,Variables residual sugar and chlorides are redundant.,13714
WineQT_correlation_heatmap.png,Variables free sulfur dioxide and chlorides are redundant.,13715
WineQT_correlation_heatmap.png,Variables total sulfur dioxide and chlorides are redundant.,13716
WineQT_correlation_heatmap.png,Variables density and chlorides are redundant.,13717
WineQT_correlation_heatmap.png,Variables pH and chlorides are redundant.,13718
WineQT_correlation_heatmap.png,Variables sulphates and chlorides are redundant.,13719
WineQT_correlation_heatmap.png,Variables alcohol and chlorides are redundant.,13720
WineQT_correlation_heatmap.png,Variables quality and chlorides are redundant.,13721
WineQT_correlation_heatmap.png,Variables fixed acidity and free sulfur dioxide are redundant.,13722
WineQT_correlation_heatmap.png,Variables volatile acidity and free sulfur dioxide are redundant.,13723
WineQT_correlation_heatmap.png,Variables citric acid and free sulfur dioxide are redundant.,13724
WineQT_correlation_heatmap.png,Variables residual sugar and free sulfur dioxide are redundant.,13725
WineQT_correlation_heatmap.png,Variables chlorides and free sulfur dioxide are redundant.,13726
WineQT_correlation_heatmap.png,Variables total sulfur dioxide and free sulfur dioxide are redundant.,13727
WineQT_correlation_heatmap.png,Variables density and free sulfur dioxide are redundant.,13728
WineQT_correlation_heatmap.png,Variables pH and free sulfur dioxide are redundant.,13729
WineQT_correlation_heatmap.png,Variables sulphates and free sulfur dioxide are redundant.,13730
WineQT_correlation_heatmap.png,Variables alcohol and free sulfur dioxide are redundant.,13731
WineQT_correlation_heatmap.png,Variables quality and free sulfur dioxide are redundant.,13732
WineQT_correlation_heatmap.png,Variables fixed acidity and total sulfur dioxide are redundant.,13733
WineQT_correlation_heatmap.png,Variables volatile acidity and total sulfur dioxide are redundant.,13734
WineQT_correlation_heatmap.png,Variables citric acid and total sulfur dioxide are redundant.,13735
WineQT_correlation_heatmap.png,Variables residual sugar and total sulfur dioxide are redundant.,13736
WineQT_correlation_heatmap.png,Variables chlorides and total sulfur dioxide are redundant.,13737
WineQT_correlation_heatmap.png,Variables free sulfur dioxide and total sulfur dioxide are redundant.,13738
WineQT_correlation_heatmap.png,Variables density and total sulfur dioxide are redundant.,13739
WineQT_correlation_heatmap.png,Variables pH and total sulfur dioxide are redundant.,13740
WineQT_correlation_heatmap.png,Variables sulphates and total sulfur dioxide are redundant.,13741
WineQT_correlation_heatmap.png,Variables alcohol and total sulfur dioxide are redundant.,13742
WineQT_correlation_heatmap.png,Variables quality and total sulfur dioxide are redundant.,13743
WineQT_correlation_heatmap.png,Variables fixed acidity and density are redundant.,13744
WineQT_correlation_heatmap.png,Variables volatile acidity and density are redundant.,13745
WineQT_correlation_heatmap.png,Variables citric acid and density are redundant.,13746
WineQT_correlation_heatmap.png,Variables residual sugar and density are redundant.,13747
WineQT_correlation_heatmap.png,Variables chlorides and density are redundant.,13748
WineQT_correlation_heatmap.png,Variables free sulfur dioxide and density are redundant.,13749
WineQT_correlation_heatmap.png,Variables total sulfur dioxide and density are redundant.,13750
WineQT_correlation_heatmap.png,Variables pH and density are redundant.,13751
WineQT_correlation_heatmap.png,Variables sulphates and density are redundant.,13752
WineQT_correlation_heatmap.png,Variables alcohol and density are redundant.,13753
WineQT_correlation_heatmap.png,Variables quality and density are redundant.,13754
WineQT_correlation_heatmap.png,Variables fixed acidity and pH are redundant.,13755
WineQT_correlation_heatmap.png,Variables volatile acidity and pH are redundant.,13756
WineQT_correlation_heatmap.png,Variables citric acid and pH are redundant.,13757
WineQT_correlation_heatmap.png,Variables residual sugar and pH are redundant.,13758
WineQT_correlation_heatmap.png,Variables chlorides and pH are redundant.,13759
WineQT_correlation_heatmap.png,Variables free sulfur dioxide and pH are redundant.,13760
WineQT_correlation_heatmap.png,Variables total sulfur dioxide and pH are redundant.,13761
WineQT_correlation_heatmap.png,Variables density and pH are redundant.,13762
WineQT_correlation_heatmap.png,Variables sulphates and pH are redundant.,13763
WineQT_correlation_heatmap.png,Variables alcohol and pH are redundant.,13764
WineQT_correlation_heatmap.png,Variables quality and pH are redundant.,13765
WineQT_correlation_heatmap.png,Variables fixed acidity and sulphates are redundant.,13766
WineQT_correlation_heatmap.png,Variables volatile acidity and sulphates are redundant.,13767
WineQT_correlation_heatmap.png,Variables citric acid and sulphates are redundant.,13768
WineQT_correlation_heatmap.png,Variables residual sugar and sulphates are redundant.,13769
WineQT_correlation_heatmap.png,Variables chlorides and sulphates are redundant.,13770
WineQT_correlation_heatmap.png,Variables free sulfur dioxide and sulphates are redundant.,13771
WineQT_correlation_heatmap.png,Variables total sulfur dioxide and sulphates are redundant.,13772
WineQT_correlation_heatmap.png,Variables density and sulphates are redundant.,13773
WineQT_correlation_heatmap.png,Variables pH and sulphates are redundant.,13774
WineQT_correlation_heatmap.png,Variables alcohol and sulphates are redundant.,13775
WineQT_correlation_heatmap.png,Variables quality and sulphates are redundant.,13776
WineQT_correlation_heatmap.png,Variables fixed acidity and alcohol are redundant.,13777
WineQT_correlation_heatmap.png,Variables volatile acidity and alcohol are redundant.,13778
WineQT_correlation_heatmap.png,Variables citric acid and alcohol are redundant.,13779
WineQT_correlation_heatmap.png,Variables residual sugar and alcohol are redundant.,13780
WineQT_correlation_heatmap.png,Variables chlorides and alcohol are redundant.,13781
WineQT_correlation_heatmap.png,Variables free sulfur dioxide and alcohol are redundant.,13782
WineQT_correlation_heatmap.png,Variables total sulfur dioxide and alcohol are redundant.,13783
WineQT_correlation_heatmap.png,Variables density and alcohol are redundant.,13784
WineQT_correlation_heatmap.png,Variables pH and alcohol are redundant.,13785
WineQT_correlation_heatmap.png,Variables sulphates and alcohol are redundant.,13786
WineQT_correlation_heatmap.png,Variables quality and alcohol are redundant.,13787
WineQT_correlation_heatmap.png,Variables fixed acidity and quality are redundant.,13788
WineQT_correlation_heatmap.png,Variables volatile acidity and quality are redundant.,13789
WineQT_correlation_heatmap.png,Variables citric acid and quality are redundant.,13790
WineQT_correlation_heatmap.png,Variables residual sugar and quality are redundant.,13791
WineQT_correlation_heatmap.png,Variables chlorides and quality are redundant.,13792
WineQT_correlation_heatmap.png,Variables free sulfur dioxide and quality are redundant.,13793
WineQT_correlation_heatmap.png,Variables total sulfur dioxide and quality are redundant.,13794
WineQT_correlation_heatmap.png,Variables density and quality are redundant.,13795
WineQT_correlation_heatmap.png,Variables pH and quality are redundant.,13796
WineQT_correlation_heatmap.png,Variables sulphates and quality are redundant.,13797
WineQT_correlation_heatmap.png,Variables alcohol and quality are redundant.,13798
WineQT_correlation_heatmap.png,"Variables pH and alcohol are redundant, but we can’t say the same for the pair volatile acidity and free sulfur dioxide.",13799
WineQT_correlation_heatmap.png,"Variables total sulfur dioxide and sulphates are redundant, but we can’t say the same for the pair residual sugar and alcohol.",13800
WineQT_correlation_heatmap.png,"Variables residual sugar and sulphates are redundant, but we can’t say the same for the pair citric acid and density.",13801
WineQT_correlation_heatmap.png,"Variables volatile acidity and sulphates are redundant, but we can’t say the same for the pair residual sugar and pH.",13802
WineQT_correlation_heatmap.png,"Variables fixed acidity and density are redundant, but we can’t say the same for the pair chlorides and sulphates.",13803
WineQT_correlation_heatmap.png,"Variables volatile acidity and total sulfur dioxide are redundant, but we can’t say the same for the pair fixed acidity and pH.",13804
WineQT_correlation_heatmap.png,"Variables fixed acidity and residual sugar are redundant, but we can’t say the same for the pair volatile acidity and sulphates.",13805
WineQT_correlation_heatmap.png,"Variables free sulfur dioxide and pH are redundant, but we can’t say the same for the pair chlorides and total sulfur dioxide.",13806
WineQT_correlation_heatmap.png,"Variables volatile acidity and alcohol are redundant, but we can’t say the same for the pair citric acid and sulphates.",13807
WineQT_correlation_heatmap.png,"Variables volatile acidity and sulphates are redundant, but we can’t say the same for the pair citric acid and total sulfur dioxide.",13808
WineQT_correlation_heatmap.png,"Variables volatile acidity and citric acid are redundant, but we can’t say the same for the pair fixed acidity and density.",13809
WineQT_correlation_heatmap.png,"Variables fixed acidity and total sulfur dioxide are redundant, but we can’t say the same for the pair residual sugar and pH.",13810
WineQT_correlation_heatmap.png,"Variables citric acid and alcohol are redundant, but we can’t say the same for the pair volatile acidity and total sulfur dioxide.",13811
WineQT_correlation_heatmap.png,"Variables sulphates and alcohol are redundant, but we can’t say the same for the pair density and pH.",13812
WineQT_correlation_heatmap.png,"Variables volatile acidity and citric acid are redundant, but we can’t say the same for the pair residual sugar and total sulfur dioxide.",13813
WineQT_correlation_heatmap.png,"Variables residual sugar and chlorides are redundant, but we can’t say the same for the pair fixed acidity and pH.",13814
WineQT_correlation_heatmap.png,"Variables citric acid and pH are redundant, but we can’t say the same for the pair total sulfur dioxide and sulphates.",13815
WineQT_correlation_heatmap.png,"Variables volatile acidity and residual sugar are redundant, but we can’t say the same for the pair fixed acidity and density.",13816
WineQT_correlation_heatmap.png,"Variables volatile acidity and citric acid are redundant, but we can’t say the same for the pair fixed acidity and total sulfur dioxide.",13817
WineQT_correlation_heatmap.png,"Variables citric acid and alcohol are redundant, but we can’t say the same for the pair fixed acidity and free sulfur dioxide.",13818
WineQT_correlation_heatmap.png,"Variables fixed acidity and citric acid are redundant, but we can’t say the same for the pair residual sugar and total sulfur dioxide.",13819
WineQT_correlation_heatmap.png,"Variables density and sulphates are redundant, but we can’t say the same for the pair fixed acidity and alcohol.",13820
WineQT_correlation_heatmap.png,"Variables total sulfur dioxide and alcohol are redundant, but we can’t say the same for the pair residual sugar and pH.",13821
WineQT_correlation_heatmap.png,"Variables citric acid and free sulfur dioxide are redundant, but we can’t say the same for the pair volatile acidity and sulphates.",13822
WineQT_correlation_heatmap.png,"Variables volatile acidity and sulphates are redundant, but we can’t say the same for the pair residual sugar and alcohol.",13823
WineQT_correlation_heatmap.png,"Variables chlorides and density are redundant, but we can’t say the same for the pair citric acid and pH.",13824
WineQT_correlation_heatmap.png,"Variables fixed acidity and volatile acidity are redundant, but we can’t say the same for the pair citric acid and free sulfur dioxide.",13825
WineQT_correlation_heatmap.png,"Variables citric acid and residual sugar are redundant, but we can’t say the same for the pair fixed acidity and alcohol.",13826
WineQT_correlation_heatmap.png,"Variables residual sugar and total sulfur dioxide are redundant, but we can’t say the same for the pair density and pH.",13827
WineQT_correlation_heatmap.png,"Variables volatile acidity and alcohol are redundant, but we can’t say the same for the pair free sulfur dioxide and sulphates.",13828
WineQT_correlation_heatmap.png,"Variables chlorides and alcohol are redundant, but we can’t say the same for the pair volatile acidity and sulphates.",13829
WineQT_correlation_heatmap.png,"Variables volatile acidity and residual sugar are redundant, but we can’t say the same for the pair citric acid and sulphates.",13830
WineQT_correlation_heatmap.png,"Variables chlorides and total sulfur dioxide are redundant, but we can’t say the same for the pair citric acid and residual sugar.",13831
WineQT_correlation_heatmap.png,"Variables chlorides and sulphates are redundant, but we can’t say the same for the pair residual sugar and free sulfur dioxide.",13832
WineQT_correlation_heatmap.png,"Variables fixed acidity and total sulfur dioxide are redundant, but we can’t say the same for the pair volatile acidity and chlorides.",13833
WineQT_correlation_heatmap.png,"Variables citric acid and density are redundant, but we can’t say the same for the pair pH and alcohol.",13834
WineQT_correlation_heatmap.png,"Variables citric acid and alcohol are redundant, but we can’t say the same for the pair free sulfur dioxide and total sulfur dioxide.",13835
WineQT_correlation_heatmap.png,"Variables fixed acidity and citric acid are redundant, but we can’t say the same for the pair residual sugar and pH.",13836
WineQT_correlation_heatmap.png,"Variables volatile acidity and alcohol are redundant, but we can’t say the same for the pair free sulfur dioxide and total sulfur dioxide.",13837
WineQT_correlation_heatmap.png,"Variables chlorides and total sulfur dioxide are redundant, but we can’t say the same for the pair volatile acidity and density.",13838
WineQT_correlation_heatmap.png,"Variables density and pH are redundant, but we can’t say the same for the pair residual sugar and free sulfur dioxide.",13839
WineQT_correlation_heatmap.png,"Variables density and sulphates are redundant, but we can’t say the same for the pair volatile acidity and chlorides.",13840
WineQT_correlation_heatmap.png,"Variables pH and sulphates are redundant, but we can’t say the same for the pair chlorides and density.",13841
WineQT_correlation_heatmap.png,"Variables density and sulphates are redundant, but we can’t say the same for the pair total sulfur dioxide and alcohol.",13842
WineQT_correlation_heatmap.png,"Variables free sulfur dioxide and sulphates are redundant, but we can’t say the same for the pair volatile acidity and pH.",13843
WineQT_correlation_heatmap.png,"Variables volatile acidity and sulphates are redundant, but we can’t say the same for the pair fixed acidity and density.",13844
WineQT_correlation_heatmap.png,"Variables pH and alcohol are redundant, but we can’t say the same for the pair volatile acidity and chlorides.",13845
WineQT_correlation_heatmap.png,"Variables residual sugar and pH are redundant, but we can’t say the same for the pair fixed acidity and chlorides.",13846
WineQT_correlation_heatmap.png,"Variables density and sulphates are redundant, but we can’t say the same for the pair fixed acidity and volatile acidity.",13847
WineQT_correlation_heatmap.png,"Variables fixed acidity and volatile acidity are redundant, but we can’t say the same for the pair chlorides and density.",13848
WineQT_correlation_heatmap.png,"Variables citric acid and alcohol are redundant, but we can’t say the same for the pair total sulfur dioxide and pH.",13849
WineQT_correlation_heatmap.png,"Variables fixed acidity and volatile acidity are redundant, but we can’t say the same for the pair free sulfur dioxide and sulphates.",13850
WineQT_correlation_heatmap.png,"Variables fixed acidity and density are redundant, but we can’t say the same for the pair volatile acidity and residual sugar.",13851
WineQT_correlation_heatmap.png,"Variables chlorides and pH are redundant, but we can’t say the same for the pair residual sugar and sulphates.",13852
WineQT_correlation_heatmap.png,"Variables residual sugar and sulphates are redundant, but we can’t say the same for the pair volatile acidity and total sulfur dioxide.",13853
WineQT_correlation_heatmap.png,"Variables chlorides and alcohol are redundant, but we can’t say the same for the pair total sulfur dioxide and density.",13854
WineQT_correlation_heatmap.png,"Variables volatile acidity and citric acid are redundant, but we can’t say the same for the pair residual sugar and density.",13855
WineQT_correlation_heatmap.png,"Variables total sulfur dioxide and pH are redundant, but we can’t say the same for the pair fixed acidity and free sulfur dioxide.",13856
WineQT_correlation_heatmap.png,"Variables chlorides and total sulfur dioxide are redundant, but we can’t say the same for the pair volatile acidity and citric acid.",13857
WineQT_correlation_heatmap.png,"Variables volatile acidity and chlorides are redundant, but we can’t say the same for the pair free sulfur dioxide and total sulfur dioxide.",13858
WineQT_correlation_heatmap.png,"Variables residual sugar and total sulfur dioxide are redundant, but we can’t say the same for the pair fixed acidity and pH.",13859
WineQT_correlation_heatmap.png,"Variables residual sugar and density are redundant, but we can’t say the same for the pair sulphates and alcohol.",13860
WineQT_correlation_heatmap.png,"Variables total sulfur dioxide and pH are redundant, but we can’t say the same for the pair volatile acidity and residual sugar.",13861
WineQT_correlation_heatmap.png,"Variables chlorides and pH are redundant, but we can’t say the same for the pair citric acid and free sulfur dioxide.",13862
WineQT_correlation_heatmap.png,"Variables citric acid and sulphates are redundant, but we can’t say the same for the pair fixed acidity and density.",13863
WineQT_correlation_heatmap.png,"Variables citric acid and free sulfur dioxide are redundant, but we can’t say the same for the pair chlorides and total sulfur dioxide.",13864
WineQT_correlation_heatmap.png,"Variables citric acid and residual sugar are redundant, but we can’t say the same for the pair chlorides and pH.",13865
WineQT_correlation_heatmap.png,"Variables citric acid and alcohol are redundant, but we can’t say the same for the pair volatile acidity and density.",13866
WineQT_correlation_heatmap.png,"Variables free sulfur dioxide and sulphates are redundant, but we can’t say the same for the pair total sulfur dioxide and pH.",13867
WineQT_correlation_heatmap.png,"Variables citric acid and sulphates are redundant, but we can’t say the same for the pair total sulfur dioxide and alcohol.",13868
WineQT_correlation_heatmap.png,"Variables fixed acidity and density are redundant, but we can’t say the same for the pair volatile acidity and total sulfur dioxide.",13869
WineQT_correlation_heatmap.png,"Variables chlorides and pH are redundant, but we can’t say the same for the pair citric acid and sulphates.",13870
WineQT_correlation_heatmap.png,"Variables free sulfur dioxide and sulphates are redundant, but we can’t say the same for the pair fixed acidity and total sulfur dioxide.",13871
WineQT_correlation_heatmap.png,"Variables citric acid and sulphates are redundant, but we can’t say the same for the pair volatile acidity and chlorides.",13872
WineQT_correlation_heatmap.png,"Variables residual sugar and alcohol are redundant, but we can’t say the same for the pair chlorides and pH.",13873
WineQT_correlation_heatmap.png,"Variables volatile acidity and sulphates are redundant, but we can’t say the same for the pair citric acid and residual sugar.",13874
WineQT_correlation_heatmap.png,"Variables residual sugar and chlorides are redundant, but we can’t say the same for the pair citric acid and free sulfur dioxide.",13875
WineQT_correlation_heatmap.png,"Variables residual sugar and total sulfur dioxide are redundant, but we can’t say the same for the pair chlorides and free sulfur dioxide.",13876
WineQT_correlation_heatmap.png,"Variables chlorides and total sulfur dioxide are redundant, but we can’t say the same for the pair residual sugar and sulphates.",13877
WineQT_correlation_heatmap.png,"Variables residual sugar and total sulfur dioxide are redundant, but we can’t say the same for the pair citric acid and pH.",13878
WineQT_correlation_heatmap.png,"Variables residual sugar and density are redundant, but we can’t say the same for the pair citric acid and pH.",13879
WineQT_correlation_heatmap.png,"Variables free sulfur dioxide and total sulfur dioxide are redundant, but we can’t say the same for the pair fixed acidity and residual sugar.",13880
WineQT_correlation_heatmap.png,"Variables citric acid and free sulfur dioxide are redundant, but we can’t say the same for the pair volatile acidity and total sulfur dioxide.",13881
WineQT_correlation_heatmap.png,"Variables chlorides and alcohol are redundant, but we can’t say the same for the pair volatile acidity and residual sugar.",13882
WineQT_correlation_heatmap.png,"Variables citric acid and density are redundant, but we can’t say the same for the pair free sulfur dioxide and pH.",13883
WineQT_correlation_heatmap.png,"Variables volatile acidity and sulphates are redundant, but we can’t say the same for the pair residual sugar and density.",13884
WineQT_correlation_heatmap.png,"Variables free sulfur dioxide and density are redundant, but we can’t say the same for the pair volatile acidity and total sulfur dioxide.",13885
WineQT_correlation_heatmap.png,"Variables density and alcohol are redundant, but we can’t say the same for the pair volatile acidity and chlorides.",13886
WineQT_correlation_heatmap.png,"Variables volatile acidity and pH are redundant, but we can’t say the same for the pair residual sugar and free sulfur dioxide.",13887
WineQT_correlation_heatmap.png,"Variables total sulfur dioxide and pH are redundant, but we can’t say the same for the pair fixed acidity and residual sugar.",13888
WineQT_correlation_heatmap.png,"Variables chlorides and pH are redundant, but we can’t say the same for the pair residual sugar and alcohol.",13889
WineQT_correlation_heatmap.png,"Variables volatile acidity and pH are redundant, but we can’t say the same for the pair density and alcohol.",13890
WineQT_correlation_heatmap.png,"Variables fixed acidity and residual sugar are redundant, but we can’t say the same for the pair chlorides and density.",13891
WineQT_correlation_heatmap.png,"Variables fixed acidity and chlorides are redundant, but we can’t say the same for the pair pH and sulphates.",13892
WineQT_correlation_heatmap.png,"Variables residual sugar and pH are redundant, but we can’t say the same for the pair density and alcohol.",13893
WineQT_correlation_heatmap.png,"Variables density and pH are redundant, but we can’t say the same for the pair fixed acidity and total sulfur dioxide.",13894
WineQT_correlation_heatmap.png,"Variables free sulfur dioxide and sulphates are redundant, but we can’t say the same for the pair chlorides and total sulfur dioxide.",13895
WineQT_correlation_heatmap.png,"Variables citric acid and residual sugar are redundant, but we can’t say the same for the pair density and alcohol.",13896
WineQT_correlation_heatmap.png,"Variables chlorides and total sulfur dioxide are redundant, but we can’t say the same for the pair free sulfur dioxide and alcohol.",13897
WineQT_correlation_heatmap.png,"Variables residual sugar and density are redundant, but we can’t say the same for the pair volatile acidity and total sulfur dioxide.",13898
WineQT_correlation_heatmap.png,"Variables density and pH are redundant, but we can’t say the same for the pair total sulfur dioxide and alcohol.",13899
WineQT_correlation_heatmap.png,"Variables citric acid and chlorides are redundant, but we can’t say the same for the pair free sulfur dioxide and density.",13900
WineQT_correlation_heatmap.png,"Variables pH and alcohol are redundant, but we can’t say the same for the pair chlorides and sulphates.",13901
WineQT_correlation_heatmap.png,"Variables citric acid and density are redundant, but we can’t say the same for the pair total sulfur dioxide and pH.",13902
WineQT_correlation_heatmap.png,"Variables total sulfur dioxide and pH are redundant, but we can’t say the same for the pair residual sugar and alcohol.",13903
WineQT_correlation_heatmap.png,"Variables chlorides and density are redundant, but we can’t say the same for the pair volatile acidity and alcohol.",13904
WineQT_correlation_heatmap.png,"Variables citric acid and chlorides are redundant, but we can’t say the same for the pair total sulfur dioxide and alcohol.",13905
WineQT_correlation_heatmap.png,"Variables fixed acidity and density are redundant, but we can’t say the same for the pair total sulfur dioxide and alcohol.",13906
WineQT_correlation_heatmap.png,"Variables volatile acidity and residual sugar are redundant, but we can’t say the same for the pair density and pH.",13907
WineQT_correlation_heatmap.png,"Variables chlorides and density are redundant, but we can’t say the same for the pair fixed acidity and residual sugar.",13908
WineQT_correlation_heatmap.png,"Variables citric acid and pH are redundant, but we can’t say the same for the pair fixed acidity and sulphates.",13909
WineQT_correlation_heatmap.png,"Variables sulphates and alcohol are redundant, but we can’t say the same for the pair citric acid and free sulfur dioxide.",13910
WineQT_correlation_heatmap.png,"Variables volatile acidity and citric acid are redundant, but we can’t say the same for the pair chlorides and density.",13911
WineQT_correlation_heatmap.png,"Variables volatile acidity and total sulfur dioxide are redundant, but we can’t say the same for the pair fixed acidity and residual sugar.",13912
WineQT_correlation_heatmap.png,"Variables fixed acidity and density are redundant, but we can’t say the same for the pair free sulfur dioxide and pH.",13913
WineQT_correlation_heatmap.png,"Variables total sulfur dioxide and sulphates are redundant, but we can’t say the same for the pair residual sugar and free sulfur dioxide.",13914
WineQT_correlation_heatmap.png,"Variables fixed acidity and sulphates are redundant, but we can’t say the same for the pair free sulfur dioxide and density.",13915
WineQT_correlation_heatmap.png,"Variables fixed acidity and residual sugar are redundant, but we can’t say the same for the pair chlorides and sulphates.",13916
WineQT_correlation_heatmap.png,"Variables chlorides and alcohol are redundant, but we can’t say the same for the pair residual sugar and total sulfur dioxide.",13917
WineQT_correlation_heatmap.png,"Variables citric acid and free sulfur dioxide are redundant, but we can’t say the same for the pair pH and alcohol.",13918
WineQT_correlation_heatmap.png,"Variables volatile acidity and pH are redundant, but we can’t say the same for the pair fixed acidity and citric acid.",13919
WineQT_correlation_heatmap.png,"Variables fixed acidity and chlorides are redundant, but we can’t say the same for the pair volatile acidity and total sulfur dioxide.",13920
WineQT_correlation_heatmap.png,"Variables free sulfur dioxide and total sulfur dioxide are redundant, but we can’t say the same for the pair volatile acidity and sulphates.",13921
WineQT_correlation_heatmap.png,"Variables volatile acidity and density are redundant, but we can’t say the same for the pair fixed acidity and sulphates.",13922
WineQT_correlation_heatmap.png,"Variables citric acid and residual sugar are redundant, but we can’t say the same for the pair volatile acidity and pH.",13923
WineQT_correlation_heatmap.png,"Variables free sulfur dioxide and total sulfur dioxide are redundant, but we can’t say the same for the pair citric acid and chlorides.",13924
WineQT_correlation_heatmap.png,"Variables citric acid and density are redundant, but we can’t say the same for the pair fixed acidity and alcohol.",13925
WineQT_correlation_heatmap.png,"Variables chlorides and pH are redundant, but we can’t say the same for the pair fixed acidity and sulphates.",13926
WineQT_correlation_heatmap.png,"Variables citric acid and density are redundant, but we can’t say the same for the pair chlorides and sulphates.",13927
WineQT_correlation_heatmap.png,"Variables fixed acidity and alcohol are redundant, but we can’t say the same for the pair volatile acidity and pH.",13928
WineQT_correlation_heatmap.png,"Variables density and sulphates are redundant, but we can’t say the same for the pair chlorides and alcohol.",13929
WineQT_correlation_heatmap.png,"Variables free sulfur dioxide and density are redundant, but we can’t say the same for the pair citric acid and pH.",13930
WineQT_correlation_heatmap.png,"Variables volatile acidity and alcohol are redundant, but we can’t say the same for the pair fixed acidity and total sulfur dioxide.",13931
WineQT_correlation_heatmap.png,"Variables chlorides and free sulfur dioxide are redundant, but we can’t say the same for the pair residual sugar and density.",13932
WineQT_correlation_heatmap.png,"Variables free sulfur dioxide and pH are redundant, but we can’t say the same for the pair citric acid and chlorides.",13933
WineQT_correlation_heatmap.png,"Variables volatile acidity and density are redundant, but we can’t say the same for the pair residual sugar and pH.",13934
WineQT_correlation_heatmap.png,"Variables volatile acidity and total sulfur dioxide are redundant, but we can’t say the same for the pair pH and sulphates.",13935
WineQT_correlation_heatmap.png,"Variables chlorides and pH are redundant, but we can’t say the same for the pair free sulfur dioxide and alcohol.",13936
WineQT_correlation_heatmap.png,"Variables residual sugar and sulphates are redundant, but we can’t say the same for the pair fixed acidity and pH.",13937
WineQT_correlation_heatmap.png,"Variables citric acid and chlorides are redundant, but we can’t say the same for the pair free sulfur dioxide and alcohol.",13938
WineQT_correlation_heatmap.png,"Variables chlorides and density are redundant, but we can’t say the same for the pair fixed acidity and citric acid.",13939
WineQT_correlation_heatmap.png,"Variables volatile acidity and total sulfur dioxide are redundant, but we can’t say the same for the pair citric acid and chlorides.",13940
WineQT_correlation_heatmap.png,"Variables volatile acidity and free sulfur dioxide are redundant, but we can’t say the same for the pair chlorides and alcohol.",13941
WineQT_correlation_heatmap.png,"Variables citric acid and pH are redundant, but we can’t say the same for the pair fixed acidity and residual sugar.",13942
WineQT_correlation_heatmap.png,"Variables volatile acidity and citric acid are redundant, but we can’t say the same for the pair total sulfur dioxide and alcohol.",13943
WineQT_correlation_heatmap.png,"Variables residual sugar and free sulfur dioxide are redundant, but we can’t say the same for the pair citric acid and chlorides.",13944
WineQT_correlation_heatmap.png,"Variables residual sugar and chlorides are redundant, but we can’t say the same for the pair pH and sulphates.",13945
WineQT_correlation_heatmap.png,"Variables fixed acidity and alcohol are redundant, but we can’t say the same for the pair citric acid and free sulfur dioxide.",13946
WineQT_correlation_heatmap.png,"Variables residual sugar and alcohol are redundant, but we can’t say the same for the pair chlorides and free sulfur dioxide.",13947
WineQT_correlation_heatmap.png,"Variables fixed acidity and citric acid are redundant, but we can’t say the same for the pair total sulfur dioxide and pH.",13948
WineQT_correlation_heatmap.png,"Variables residual sugar and chlorides are redundant, but we can’t say the same for the pair sulphates and alcohol.",13949
WineQT_correlation_heatmap.png,"Variables pH and alcohol are redundant, but we can’t say the same for the pair free sulfur dioxide and total sulfur dioxide.",13950
WineQT_correlation_heatmap.png,"Variables density and pH are redundant, but we can’t say the same for the pair fixed acidity and free sulfur dioxide.",13951
WineQT_correlation_heatmap.png,"Variables sulphates and alcohol are redundant, but we can’t say the same for the pair volatile acidity and pH.",13952
WineQT_correlation_heatmap.png,"Variables volatile acidity and pH are redundant, but we can’t say the same for the pair citric acid and density.",13953
WineQT_correlation_heatmap.png,"Variables residual sugar and alcohol are redundant, but we can’t say the same for the pair density and pH.",13954
WineQT_correlation_heatmap.png,"Variables citric acid and free sulfur dioxide are redundant, but we can’t say the same for the pair fixed acidity and residual sugar.",13955
WineQT_correlation_heatmap.png,"Variables density and sulphates are redundant, but we can’t say the same for the pair residual sugar and total sulfur dioxide.",13956
WineQT_correlation_heatmap.png,"Variables free sulfur dioxide and alcohol are redundant, but we can’t say the same for the pair chlorides and pH.",13957
WineQT_correlation_heatmap.png,"Variables fixed acidity and sulphates are redundant, but we can’t say the same for the pair citric acid and total sulfur dioxide.",13958
WineQT_correlation_heatmap.png,"Variables chlorides and pH are redundant, but we can’t say the same for the pair density and alcohol.",13959
WineQT_correlation_heatmap.png,"Variables total sulfur dioxide and sulphates are redundant, but we can’t say the same for the pair volatile acidity and density.",13960
WineQT_correlation_heatmap.png,"Variables free sulfur dioxide and sulphates are redundant, but we can’t say the same for the pair volatile acidity and density.",13961
WineQT_correlation_heatmap.png,"Variables total sulfur dioxide and density are redundant, but we can’t say the same for the pair pH and sulphates.",13962
WineQT_correlation_heatmap.png,"Variables volatile acidity and pH are redundant, but we can’t say the same for the pair citric acid and sulphates.",13963
WineQT_correlation_heatmap.png,"Variables fixed acidity and residual sugar are redundant, but we can’t say the same for the pair total sulfur dioxide and alcohol.",13964
WineQT_correlation_heatmap.png,"Variables volatile acidity and total sulfur dioxide are redundant, but we can’t say the same for the pair chlorides and sulphates.",13965
WineQT_correlation_heatmap.png,"Variables total sulfur dioxide and alcohol are redundant, but we can’t say the same for the pair citric acid and sulphates.",13966
WineQT_correlation_heatmap.png,"Variables chlorides and free sulfur dioxide are redundant, but we can’t say the same for the pair fixed acidity and residual sugar.",13967
WineQT_correlation_heatmap.png,"Variables free sulfur dioxide and density are redundant, but we can’t say the same for the pair pH and alcohol.",13968
WineQT_correlation_heatmap.png,"Variables sulphates and alcohol are redundant, but we can’t say the same for the pair citric acid and total sulfur dioxide.",13969
WineQT_correlation_heatmap.png,"Variables free sulfur dioxide and density are redundant, but we can’t say the same for the pair citric acid and residual sugar.",13970
WineQT_correlation_heatmap.png,"Variables total sulfur dioxide and pH are redundant, but we can’t say the same for the pair fixed acidity and sulphates.",13971
WineQT_correlation_heatmap.png,"Variables density and alcohol are redundant, but we can’t say the same for the pair citric acid and total sulfur dioxide.",13972
WineQT_correlation_heatmap.png,"Variables density and sulphates are redundant, but we can’t say the same for the pair residual sugar and alcohol.",13973
WineQT_correlation_heatmap.png,"Variables citric acid and alcohol are redundant, but we can’t say the same for the pair chlorides and density.",13974
WineQT_correlation_heatmap.png,"Variables volatile acidity and alcohol are redundant, but we can’t say the same for the pair fixed acidity and chlorides.",13975
WineQT_correlation_heatmap.png,"Variables fixed acidity and volatile acidity are redundant, but we can’t say the same for the pair total sulfur dioxide and pH.",13976
WineQT_correlation_heatmap.png,"Variables citric acid and density are redundant, but we can’t say the same for the pair fixed acidity and total sulfur dioxide.",13977
WineQT_correlation_heatmap.png,"Variables volatile acidity and chlorides are redundant, but we can’t say the same for the pair fixed acidity and alcohol.",13978
WineQT_correlation_heatmap.png,"Variables fixed acidity and volatile acidity are redundant, but we can’t say the same for the pair residual sugar and alcohol.",13979
WineQT_correlation_heatmap.png,"Variables total sulfur dioxide and pH are redundant, but we can’t say the same for the pair chlorides and sulphates.",13980
WineQT_correlation_heatmap.png,"Variables citric acid and free sulfur dioxide are redundant, but we can’t say the same for the pair fixed acidity and volatile acidity.",13981
WineQT_correlation_heatmap.png,"Variables volatile acidity and residual sugar are redundant, but we can’t say the same for the pair total sulfur dioxide and pH.",13982
WineQT_correlation_heatmap.png,"Variables residual sugar and sulphates are redundant, but we can’t say the same for the pair total sulfur dioxide and pH.",13983
WineQT_correlation_heatmap.png,"Variables volatile acidity and citric acid are redundant, but we can’t say the same for the pair chlorides and alcohol.",13984
WineQT_correlation_heatmap.png,"Variables citric acid and sulphates are redundant, but we can’t say the same for the pair chlorides and total sulfur dioxide.",13985
WineQT_correlation_heatmap.png,"Variables residual sugar and sulphates are redundant, but we can’t say the same for the pair fixed acidity and density.",13986
WineQT_correlation_heatmap.png,"Variables volatile acidity and free sulfur dioxide are redundant, but we can’t say the same for the pair citric acid and sulphates.",13987
WineQT_correlation_heatmap.png,"Variables density and alcohol are redundant, but we can’t say the same for the pair volatile acidity and free sulfur dioxide.",13988
WineQT_correlation_heatmap.png,"Variables volatile acidity and total sulfur dioxide are redundant, but we can’t say the same for the pair fixed acidity and free sulfur dioxide.",13989
WineQT_correlation_heatmap.png,"Variables fixed acidity and residual sugar are redundant, but we can’t say the same for the pair density and alcohol.",13990
WineQT_correlation_heatmap.png,"Variables citric acid and density are redundant, but we can’t say the same for the pair residual sugar and chlorides.",13991
WineQT_correlation_heatmap.png,"Variables pH and alcohol are redundant, but we can’t say the same for the pair citric acid and chlorides.",13992
WineQT_correlation_heatmap.png,"Variables volatile acidity and total sulfur dioxide are redundant, but we can’t say the same for the pair fixed acidity and citric acid.",13993
WineQT_correlation_heatmap.png,"Variables total sulfur dioxide and density are redundant, but we can’t say the same for the pair volatile acidity and pH.",13994
WineQT_correlation_heatmap.png,"Variables fixed acidity and alcohol are redundant, but we can’t say the same for the pair volatile acidity and sulphates.",13995
WineQT_correlation_heatmap.png,"Variables fixed acidity and pH are redundant, but we can’t say the same for the pair free sulfur dioxide and total sulfur dioxide.",13996
WineQT_correlation_heatmap.png,"Variables fixed acidity and density are redundant, but we can’t say the same for the pair volatile acidity and free sulfur dioxide.",13997
WineQT_correlation_heatmap.png,"Variables free sulfur dioxide and density are redundant, but we can’t say the same for the pair fixed acidity and sulphates.",13998
WineQT_correlation_heatmap.png,"Variables volatile acidity and density are redundant, but we can’t say the same for the pair chlorides and free sulfur dioxide.",13999
WineQT_correlation_heatmap.png,"Variables volatile acidity and chlorides are redundant, but we can’t say the same for the pair free sulfur dioxide and density.",14000
WineQT_correlation_heatmap.png,"Variables free sulfur dioxide and sulphates are redundant, but we can’t say the same for the pair total sulfur dioxide and density.",14001
WineQT_correlation_heatmap.png,"Variables free sulfur dioxide and density are redundant, but we can’t say the same for the pair residual sugar and sulphates.",14002
WineQT_correlation_heatmap.png,"Variables chlorides and pH are redundant, but we can’t say the same for the pair volatile acidity and residual sugar.",14003
WineQT_correlation_heatmap.png,"Variables pH and sulphates are redundant, but we can’t say the same for the pair fixed acidity and alcohol.",14004
WineQT_correlation_heatmap.png,"Variables volatile acidity and chlorides are redundant, but we can’t say the same for the pair density and alcohol.",14005
WineQT_correlation_heatmap.png,"Variables total sulfur dioxide and density are redundant, but we can’t say the same for the pair chlorides and free sulfur dioxide.",14006
WineQT_correlation_heatmap.png,"Variables residual sugar and pH are redundant, but we can’t say the same for the pair volatile acidity and density.",14007
WineQT_correlation_heatmap.png,"Variables chlorides and free sulfur dioxide are redundant, but we can’t say the same for the pair volatile acidity and sulphates.",14008
WineQT_correlation_heatmap.png,"Variables citric acid and chlorides are redundant, but we can’t say the same for the pair total sulfur dioxide and pH.",14009
WineQT_correlation_heatmap.png,"Variables pH and sulphates are redundant, but we can’t say the same for the pair residual sugar and density.",14010
WineQT_correlation_heatmap.png,"Variables free sulfur dioxide and alcohol are redundant, but we can’t say the same for the pair citric acid and total sulfur dioxide.",14011
WineQT_correlation_heatmap.png,"Variables total sulfur dioxide and sulphates are redundant, but we can’t say the same for the pair free sulfur dioxide and density.",14012
WineQT_correlation_heatmap.png,"Variables total sulfur dioxide and density are redundant, but we can’t say the same for the pair pH and alcohol.",14013
WineQT_correlation_heatmap.png,"Variables pH and sulphates are redundant, but we can’t say the same for the pair volatile acidity and density.",14014
WineQT_correlation_heatmap.png,"Variables citric acid and density are redundant, but we can’t say the same for the pair volatile acidity and chlorides.",14015
WineQT_correlation_heatmap.png,"Variables pH and alcohol are redundant, but we can’t say the same for the pair citric acid and free sulfur dioxide.",14016
WineQT_correlation_heatmap.png,"Variables fixed acidity and density are redundant, but we can’t say the same for the pair volatile acidity and pH.",14017
WineQT_correlation_heatmap.png,"Variables citric acid and sulphates are redundant, but we can’t say the same for the pair fixed acidity and free sulfur dioxide.",14018
WineQT_correlation_heatmap.png,The variable fixed acidity can be discarded without risking losing information.,14019
WineQT_correlation_heatmap.png,The variable volatile acidity can be discarded without risking losing information.,14020
WineQT_correlation_heatmap.png,The variable citric acid can be discarded without risking losing information.,14021
WineQT_correlation_heatmap.png,The variable residual sugar can be discarded without risking losing information.,14022
WineQT_correlation_heatmap.png,The variable chlorides can be discarded without risking losing information.,14023
WineQT_correlation_heatmap.png,The variable free sulfur dioxide can be discarded without risking losing information.,14024
WineQT_correlation_heatmap.png,The variable total sulfur dioxide can be discarded without risking losing information.,14025
WineQT_correlation_heatmap.png,The variable density can be discarded without risking losing information.,14026
WineQT_correlation_heatmap.png,The variable pH can be discarded without risking losing information.,14027
WineQT_correlation_heatmap.png,The variable sulphates can be discarded without risking losing information.,14028
WineQT_correlation_heatmap.png,The variable alcohol can be discarded without risking losing information.,14029
WineQT_correlation_heatmap.png,The variable quality can be discarded without risking losing information.,14030
WineQT_correlation_heatmap.png,One of the variables volatile acidity or fixed acidity can be discarded without losing information.,14031
WineQT_correlation_heatmap.png,One of the variables citric acid or fixed acidity can be discarded without losing information.,14032
WineQT_correlation_heatmap.png,One of the variables residual sugar or fixed acidity can be discarded without losing information.,14033
WineQT_correlation_heatmap.png,One of the variables chlorides or fixed acidity can be discarded without losing information.,14034
WineQT_correlation_heatmap.png,One of the variables free sulfur dioxide or fixed acidity can be discarded without losing information.,14035
WineQT_correlation_heatmap.png,One of the variables total sulfur dioxide or fixed acidity can be discarded without losing information.,14036
WineQT_correlation_heatmap.png,One of the variables density or fixed acidity can be discarded without losing information.,14037
WineQT_correlation_heatmap.png,One of the variables pH or fixed acidity can be discarded without losing information.,14038
WineQT_correlation_heatmap.png,One of the variables sulphates or fixed acidity can be discarded without losing information.,14039
WineQT_correlation_heatmap.png,One of the variables alcohol or fixed acidity can be discarded without losing information.,14040
WineQT_correlation_heatmap.png,One of the variables quality or fixed acidity can be discarded without losing information.,14041
WineQT_correlation_heatmap.png,One of the variables fixed acidity or volatile acidity can be discarded without losing information.,14042
WineQT_correlation_heatmap.png,One of the variables citric acid or volatile acidity can be discarded without losing information.,14043
WineQT_correlation_heatmap.png,One of the variables residual sugar or volatile acidity can be discarded without losing information.,14044
WineQT_correlation_heatmap.png,One of the variables chlorides or volatile acidity can be discarded without losing information.,14045
WineQT_correlation_heatmap.png,One of the variables free sulfur dioxide or volatile acidity can be discarded without losing information.,14046
WineQT_correlation_heatmap.png,One of the variables total sulfur dioxide or volatile acidity can be discarded without losing information.,14047
WineQT_correlation_heatmap.png,One of the variables density or volatile acidity can be discarded without losing information.,14048
WineQT_correlation_heatmap.png,One of the variables pH or volatile acidity can be discarded without losing information.,14049
WineQT_correlation_heatmap.png,One of the variables sulphates or volatile acidity can be discarded without losing information.,14050
WineQT_correlation_heatmap.png,One of the variables alcohol or volatile acidity can be discarded without losing information.,14051
WineQT_correlation_heatmap.png,One of the variables quality or volatile acidity can be discarded without losing information.,14052
WineQT_correlation_heatmap.png,One of the variables fixed acidity or citric acid can be discarded without losing information.,14053
WineQT_correlation_heatmap.png,One of the variables volatile acidity or citric acid can be discarded without losing information.,14054
WineQT_correlation_heatmap.png,One of the variables residual sugar or citric acid can be discarded without losing information.,14055
WineQT_correlation_heatmap.png,One of the variables chlorides or citric acid can be discarded without losing information.,14056
WineQT_correlation_heatmap.png,One of the variables free sulfur dioxide or citric acid can be discarded without losing information.,14057
WineQT_correlation_heatmap.png,One of the variables total sulfur dioxide or citric acid can be discarded without losing information.,14058
WineQT_correlation_heatmap.png,One of the variables density or citric acid can be discarded without losing information.,14059
WineQT_correlation_heatmap.png,One of the variables pH or citric acid can be discarded without losing information.,14060
WineQT_correlation_heatmap.png,One of the variables sulphates or citric acid can be discarded without losing information.,14061
WineQT_correlation_heatmap.png,One of the variables alcohol or citric acid can be discarded without losing information.,14062
WineQT_correlation_heatmap.png,One of the variables quality or citric acid can be discarded without losing information.,14063
WineQT_correlation_heatmap.png,One of the variables fixed acidity or residual sugar can be discarded without losing information.,14064
WineQT_correlation_heatmap.png,One of the variables volatile acidity or residual sugar can be discarded without losing information.,14065
WineQT_correlation_heatmap.png,One of the variables citric acid or residual sugar can be discarded without losing information.,14066
WineQT_correlation_heatmap.png,One of the variables chlorides or residual sugar can be discarded without losing information.,14067
WineQT_correlation_heatmap.png,One of the variables free sulfur dioxide or residual sugar can be discarded without losing information.,14068
WineQT_correlation_heatmap.png,One of the variables total sulfur dioxide or residual sugar can be discarded without losing information.,14069
WineQT_correlation_heatmap.png,One of the variables density or residual sugar can be discarded without losing information.,14070
WineQT_correlation_heatmap.png,One of the variables pH or residual sugar can be discarded without losing information.,14071
WineQT_correlation_heatmap.png,One of the variables sulphates or residual sugar can be discarded without losing information.,14072
WineQT_correlation_heatmap.png,One of the variables alcohol or residual sugar can be discarded without losing information.,14073
WineQT_correlation_heatmap.png,One of the variables quality or residual sugar can be discarded without losing information.,14074
WineQT_correlation_heatmap.png,One of the variables fixed acidity or chlorides can be discarded without losing information.,14075
WineQT_correlation_heatmap.png,One of the variables volatile acidity or chlorides can be discarded without losing information.,14076
WineQT_correlation_heatmap.png,One of the variables citric acid or chlorides can be discarded without losing information.,14077
WineQT_correlation_heatmap.png,One of the variables residual sugar or chlorides can be discarded without losing information.,14078
WineQT_correlation_heatmap.png,One of the variables free sulfur dioxide or chlorides can be discarded without losing information.,14079
WineQT_correlation_heatmap.png,One of the variables total sulfur dioxide or chlorides can be discarded without losing information.,14080
WineQT_correlation_heatmap.png,One of the variables density or chlorides can be discarded without losing information.,14081
WineQT_correlation_heatmap.png,One of the variables pH or chlorides can be discarded without losing information.,14082
WineQT_correlation_heatmap.png,One of the variables sulphates or chlorides can be discarded without losing information.,14083
WineQT_correlation_heatmap.png,One of the variables alcohol or chlorides can be discarded without losing information.,14084
WineQT_correlation_heatmap.png,One of the variables quality or chlorides can be discarded without losing information.,14085
WineQT_correlation_heatmap.png,One of the variables fixed acidity or free sulfur dioxide can be discarded without losing information.,14086
WineQT_correlation_heatmap.png,One of the variables volatile acidity or free sulfur dioxide can be discarded without losing information.,14087
WineQT_correlation_heatmap.png,One of the variables citric acid or free sulfur dioxide can be discarded without losing information.,14088
WineQT_correlation_heatmap.png,One of the variables residual sugar or free sulfur dioxide can be discarded without losing information.,14089
WineQT_correlation_heatmap.png,One of the variables chlorides or free sulfur dioxide can be discarded without losing information.,14090
WineQT_correlation_heatmap.png,One of the variables total sulfur dioxide or free sulfur dioxide can be discarded without losing information.,14091
WineQT_correlation_heatmap.png,One of the variables density or free sulfur dioxide can be discarded without losing information.,14092
WineQT_correlation_heatmap.png,One of the variables pH or free sulfur dioxide can be discarded without losing information.,14093
WineQT_correlation_heatmap.png,One of the variables sulphates or free sulfur dioxide can be discarded without losing information.,14094
WineQT_correlation_heatmap.png,One of the variables alcohol or free sulfur dioxide can be discarded without losing information.,14095
WineQT_correlation_heatmap.png,One of the variables quality or free sulfur dioxide can be discarded without losing information.,14096
WineQT_correlation_heatmap.png,One of the variables fixed acidity or total sulfur dioxide can be discarded without losing information.,14097
WineQT_correlation_heatmap.png,One of the variables volatile acidity or total sulfur dioxide can be discarded without losing information.,14098
WineQT_correlation_heatmap.png,One of the variables citric acid or total sulfur dioxide can be discarded without losing information.,14099
WineQT_correlation_heatmap.png,One of the variables residual sugar or total sulfur dioxide can be discarded without losing information.,14100
WineQT_correlation_heatmap.png,One of the variables chlorides or total sulfur dioxide can be discarded without losing information.,14101
WineQT_correlation_heatmap.png,One of the variables free sulfur dioxide or total sulfur dioxide can be discarded without losing information.,14102
WineQT_correlation_heatmap.png,One of the variables density or total sulfur dioxide can be discarded without losing information.,14103
WineQT_correlation_heatmap.png,One of the variables pH or total sulfur dioxide can be discarded without losing information.,14104
WineQT_correlation_heatmap.png,One of the variables sulphates or total sulfur dioxide can be discarded without losing information.,14105
WineQT_correlation_heatmap.png,One of the variables alcohol or total sulfur dioxide can be discarded without losing information.,14106
WineQT_correlation_heatmap.png,One of the variables quality or total sulfur dioxide can be discarded without losing information.,14107
WineQT_correlation_heatmap.png,One of the variables fixed acidity or density can be discarded without losing information.,14108
WineQT_correlation_heatmap.png,One of the variables volatile acidity or density can be discarded without losing information.,14109
WineQT_correlation_heatmap.png,One of the variables citric acid or density can be discarded without losing information.,14110
WineQT_correlation_heatmap.png,One of the variables residual sugar or density can be discarded without losing information.,14111
WineQT_correlation_heatmap.png,One of the variables chlorides or density can be discarded without losing information.,14112
WineQT_correlation_heatmap.png,One of the variables free sulfur dioxide or density can be discarded without losing information.,14113
WineQT_correlation_heatmap.png,One of the variables total sulfur dioxide or density can be discarded without losing information.,14114
WineQT_correlation_heatmap.png,One of the variables pH or density can be discarded without losing information.,14115
WineQT_correlation_heatmap.png,One of the variables sulphates or density can be discarded without losing information.,14116
WineQT_correlation_heatmap.png,One of the variables alcohol or density can be discarded without losing information.,14117
WineQT_correlation_heatmap.png,One of the variables quality or density can be discarded without losing information.,14118
WineQT_correlation_heatmap.png,One of the variables fixed acidity or pH can be discarded without losing information.,14119
WineQT_correlation_heatmap.png,One of the variables volatile acidity or pH can be discarded without losing information.,14120
WineQT_correlation_heatmap.png,One of the variables citric acid or pH can be discarded without losing information.,14121
WineQT_correlation_heatmap.png,One of the variables residual sugar or pH can be discarded without losing information.,14122
WineQT_correlation_heatmap.png,One of the variables chlorides or pH can be discarded without losing information.,14123
WineQT_correlation_heatmap.png,One of the variables free sulfur dioxide or pH can be discarded without losing information.,14124
WineQT_correlation_heatmap.png,One of the variables total sulfur dioxide or pH can be discarded without losing information.,14125
WineQT_correlation_heatmap.png,One of the variables density or pH can be discarded without losing information.,14126
WineQT_correlation_heatmap.png,One of the variables sulphates or pH can be discarded without losing information.,14127
WineQT_correlation_heatmap.png,One of the variables alcohol or pH can be discarded without losing information.,14128
WineQT_correlation_heatmap.png,One of the variables quality or pH can be discarded without losing information.,14129
WineQT_correlation_heatmap.png,One of the variables fixed acidity or sulphates can be discarded without losing information.,14130
WineQT_correlation_heatmap.png,One of the variables volatile acidity or sulphates can be discarded without losing information.,14131
WineQT_correlation_heatmap.png,One of the variables citric acid or sulphates can be discarded without losing information.,14132
WineQT_correlation_heatmap.png,One of the variables residual sugar or sulphates can be discarded without losing information.,14133
WineQT_correlation_heatmap.png,One of the variables chlorides or sulphates can be discarded without losing information.,14134
WineQT_correlation_heatmap.png,One of the variables free sulfur dioxide or sulphates can be discarded without losing information.,14135
WineQT_correlation_heatmap.png,One of the variables total sulfur dioxide or sulphates can be discarded without losing information.,14136
WineQT_correlation_heatmap.png,One of the variables density or sulphates can be discarded without losing information.,14137
WineQT_correlation_heatmap.png,One of the variables pH or sulphates can be discarded without losing information.,14138
WineQT_correlation_heatmap.png,One of the variables alcohol or sulphates can be discarded without losing information.,14139
WineQT_correlation_heatmap.png,One of the variables quality or sulphates can be discarded without losing information.,14140
WineQT_correlation_heatmap.png,One of the variables fixed acidity or alcohol can be discarded without losing information.,14141
WineQT_correlation_heatmap.png,One of the variables volatile acidity or alcohol can be discarded without losing information.,14142
WineQT_correlation_heatmap.png,One of the variables citric acid or alcohol can be discarded without losing information.,14143
WineQT_correlation_heatmap.png,One of the variables residual sugar or alcohol can be discarded without losing information.,14144
WineQT_correlation_heatmap.png,One of the variables chlorides or alcohol can be discarded without losing information.,14145
WineQT_correlation_heatmap.png,One of the variables free sulfur dioxide or alcohol can be discarded without losing information.,14146
WineQT_correlation_heatmap.png,One of the variables total sulfur dioxide or alcohol can be discarded without losing information.,14147
WineQT_correlation_heatmap.png,One of the variables density or alcohol can be discarded without losing information.,14148
WineQT_correlation_heatmap.png,One of the variables pH or alcohol can be discarded without losing information.,14149
WineQT_correlation_heatmap.png,One of the variables sulphates or alcohol can be discarded without losing information.,14150
WineQT_correlation_heatmap.png,One of the variables quality or alcohol can be discarded without losing information.,14151
WineQT_correlation_heatmap.png,One of the variables fixed acidity or quality can be discarded without losing information.,14152
WineQT_correlation_heatmap.png,One of the variables volatile acidity or quality can be discarded without losing information.,14153
WineQT_correlation_heatmap.png,One of the variables citric acid or quality can be discarded without losing information.,14154
WineQT_correlation_heatmap.png,One of the variables residual sugar or quality can be discarded without losing information.,14155
WineQT_correlation_heatmap.png,One of the variables chlorides or quality can be discarded without losing information.,14156
WineQT_correlation_heatmap.png,One of the variables free sulfur dioxide or quality can be discarded without losing information.,14157
WineQT_correlation_heatmap.png,One of the variables total sulfur dioxide or quality can be discarded without losing information.,14158
WineQT_correlation_heatmap.png,One of the variables density or quality can be discarded without losing information.,14159
WineQT_correlation_heatmap.png,One of the variables pH or quality can be discarded without losing information.,14160
WineQT_correlation_heatmap.png,One of the variables sulphates or quality can be discarded without losing information.,14161
WineQT_correlation_heatmap.png,One of the variables alcohol or quality can be discarded without losing information.,14162
WineQT_boxplots.png,The existence of outliers is one of the problems to tackle in this dataset.,14163
WineQT_histograms_numeric.png,The boxplots presented show a large number of outliers for most of the numeric variables.,14164
WineQT_histograms_numeric.png,The histograms presented show a large number of outliers for most of the numeric variables.,14165
WineQT_histograms_numeric.png,At least 50 of the variables present outliers.,14166
WineQT_histograms_numeric.png,At least 60 of the variables present outliers.,14167
WineQT_histograms_numeric.png,At least 75 of the variables present outliers.,14168
WineQT_histograms_numeric.png,At least 85 of the variables present outliers.,14169
WineQT_histograms_numeric.png,Variable fixed acidity presents some outliers.,14170
WineQT_boxplots.png,Variable volatile acidity presents some outliers.,14171
WineQT_histograms_numeric.png,Variable citric acid presents some outliers.,14172
WineQT_boxplots.png,Variable residual sugar presents some outliers.,14173
WineQT_boxplots.png,Variable chlorides presents some outliers.,14174
WineQT_boxplots.png,Variable free sulfur dioxide presents some outliers.,14175
WineQT_boxplots.png,Variable total sulfur dioxide presents some outliers.,14176
WineQT_histograms_numeric.png,Variable density presents some outliers.,14177
WineQT_boxplots.png,Variable pH presents some outliers.,14178
WineQT_boxplots.png,Variable sulphates presents some outliers.,14179
WineQT_histograms_numeric.png,Variable alcohol presents some outliers.,14180
WineQT_boxplots.png,Variable quality presents some outliers.,14181
WineQT_boxplots.png,Variable fixed acidity doesn’t have any outliers.,14182
WineQT_histograms_numeric.png,Variable volatile acidity doesn’t have any outliers.,14183
WineQT_histograms_numeric.png,Variable citric acid doesn’t have any outliers.,14184
WineQT_histograms_numeric.png,Variable residual sugar doesn’t have any outliers.,14185
WineQT_boxplots.png,Variable chlorides doesn’t have any outliers.,14186
WineQT_histograms_numeric.png,Variable free sulfur dioxide doesn’t have any outliers.,14187
WineQT_boxplots.png,Variable total sulfur dioxide doesn’t have any outliers.,14188
WineQT_boxplots.png,Variable density doesn’t have any outliers.,14189
WineQT_boxplots.png,Variable pH doesn’t have any outliers.,14190
WineQT_histograms_numeric.png,Variable sulphates doesn’t have any outliers.,14191
WineQT_boxplots.png,Variable alcohol doesn’t have any outliers.,14192
WineQT_histograms_numeric.png,Variable quality doesn’t have any outliers.,14193
WineQT_histograms_numeric.png,Variable fixed acidity shows some outlier values.,14194
WineQT_boxplots.png,Variable volatile acidity shows some outlier values.,14195
WineQT_boxplots.png,Variable citric acid shows some outlier values.,14196
WineQT_boxplots.png,Variable residual sugar shows some outlier values.,14197
WineQT_boxplots.png,Variable chlorides shows some outlier values.,14198
WineQT_boxplots.png,Variable free sulfur dioxide shows some outlier values.,14199
WineQT_boxplots.png,Variable total sulfur dioxide shows some outlier values.,14200
WineQT_boxplots.png,Variable density shows some outlier values.,14201
WineQT_boxplots.png,Variable pH shows some outlier values.,14202
WineQT_histograms_numeric.png,Variable sulphates shows some outlier values.,14203
WineQT_histograms_numeric.png,Variable alcohol shows some outlier values.,14204
WineQT_histograms_numeric.png,Variable quality shows some outlier values.,14205
WineQT_boxplots.png,Variable fixed acidity shows a high number of outlier values.,14206
WineQT_histograms_numeric.png,Variable volatile acidity shows a high number of outlier values.,14207
WineQT_boxplots.png,Variable citric acid shows a high number of outlier values.,14208
WineQT_histograms_numeric.png,Variable residual sugar shows a high number of outlier values.,14209
WineQT_histograms_numeric.png,Variable chlorides shows a high number of outlier values.,14210
WineQT_histograms_numeric.png,Variable free sulfur dioxide shows a high number of outlier values.,14211
WineQT_boxplots.png,Variable total sulfur dioxide shows a high number of outlier values.,14212
WineQT_histograms_numeric.png,Variable density shows a high number of outlier values.,14213
WineQT_boxplots.png,Variable pH shows a high number of outlier values.,14214
WineQT_histograms_numeric.png,Variable sulphates shows a high number of outlier values.,14215
WineQT_histograms_numeric.png,Variable alcohol shows a high number of outlier values.,14216
WineQT_histograms_numeric.png,Variable quality shows a high number of outlier values.,14217
WineQT_histograms_numeric.png,Outliers seem to be a problem in the dataset.,14218
WineQT_boxplots.png,"It is clear that variable volatile acidity shows some outliers, but we can’t be sure of the same for variable fixed acidity.",14219
WineQT_boxplots.png,"It is clear that variable citric acid shows some outliers, but we can’t be sure of the same for variable fixed acidity.",14220
WineQT_boxplots.png,"It is clear that variable residual sugar shows some outliers, but we can’t be sure of the same for variable fixed acidity.",14221
WineQT_histograms_numeric.png,"It is clear that variable chlorides shows some outliers, but we can’t be sure of the same for variable fixed acidity.",14222
WineQT_histograms_numeric.png,"It is clear that variable free sulfur dioxide shows some outliers, but we can’t be sure of the same for variable fixed acidity.",14223
WineQT_boxplots.png,"It is clear that variable total sulfur dioxide shows some outliers, but we can’t be sure of the same for variable fixed acidity.",14224
WineQT_boxplots.png,"It is clear that variable density shows some outliers, but we can’t be sure of the same for variable fixed acidity.",14225
WineQT_histograms_numeric.png,"It is clear that variable pH shows some outliers, but we can’t be sure of the same for variable fixed acidity.",14226
WineQT_histograms_numeric.png,"It is clear that variable sulphates shows some outliers, but we can’t be sure of the same for variable fixed acidity.",14227
WineQT_histograms_numeric.png,"It is clear that variable alcohol shows some outliers, but we can’t be sure of the same for variable fixed acidity.",14228
WineQT_boxplots.png,"It is clear that variable quality shows some outliers, but we can’t be sure of the same for variable fixed acidity.",14229
WineQT_boxplots.png,"It is clear that variable fixed acidity shows some outliers, but we can’t be sure of the same for variable volatile acidity.",14230
WineQT_histograms_numeric.png,"It is clear that variable citric acid shows some outliers, but we can’t be sure of the same for variable volatile acidity.",14231
WineQT_boxplots.png,"It is clear that variable residual sugar shows some outliers, but we can’t be sure of the same for variable volatile acidity.",14232
WineQT_boxplots.png,"It is clear that variable chlorides shows some outliers, but we can’t be sure of the same for variable volatile acidity.",14233
WineQT_boxplots.png,"It is clear that variable free sulfur dioxide shows some outliers, but we can’t be sure of the same for variable volatile acidity.",14234
WineQT_histograms_numeric.png,"It is clear that variable total sulfur dioxide shows some outliers, but we can’t be sure of the same for variable volatile acidity.",14235
WineQT_histograms_numeric.png,"It is clear that variable density shows some outliers, but we can’t be sure of the same for variable volatile acidity.",14236
WineQT_boxplots.png,"It is clear that variable pH shows some outliers, but we can’t be sure of the same for variable volatile acidity.",14237
WineQT_histograms_numeric.png,"It is clear that variable sulphates shows some outliers, but we can’t be sure of the same for variable volatile acidity.",14238
WineQT_boxplots.png,"It is clear that variable alcohol shows some outliers, but we can’t be sure of the same for variable volatile acidity.",14239
WineQT_histograms_numeric.png,"It is clear that variable quality shows some outliers, but we can’t be sure of the same for variable volatile acidity.",14240
WineQT_boxplots.png,"It is clear that variable fixed acidity shows some outliers, but we can’t be sure of the same for variable citric acid.",14241
WineQT_boxplots.png,"It is clear that variable volatile acidity shows some outliers, but we can’t be sure of the same for variable citric acid.",14242
WineQT_boxplots.png,"It is clear that variable residual sugar shows some outliers, but we can’t be sure of the same for variable citric acid.",14243
WineQT_histograms_numeric.png,"It is clear that variable chlorides shows some outliers, but we can’t be sure of the same for variable citric acid.",14244
WineQT_histograms_numeric.png,"It is clear that variable free sulfur dioxide shows some outliers, but we can’t be sure of the same for variable citric acid.",14245
WineQT_boxplots.png,"It is clear that variable total sulfur dioxide shows some outliers, but we can’t be sure of the same for variable citric acid.",14246
WineQT_histograms_numeric.png,"It is clear that variable density shows some outliers, but we can’t be sure of the same for variable citric acid.",14247
WineQT_histograms_numeric.png,"It is clear that variable pH shows some outliers, but we can’t be sure of the same for variable citric acid.",14248
WineQT_boxplots.png,"It is clear that variable sulphates shows some outliers, but we can’t be sure of the same for variable citric acid.",14249
WineQT_boxplots.png,"It is clear that variable alcohol shows some outliers, but we can’t be sure of the same for variable citric acid.",14250
WineQT_boxplots.png,"It is clear that variable quality shows some outliers, but we can’t be sure of the same for variable citric acid.",14251
WineQT_histograms_numeric.png,"It is clear that variable fixed acidity shows some outliers, but we can’t be sure of the same for variable residual sugar.",14252
WineQT_boxplots.png,"It is clear that variable volatile acidity shows some outliers, but we can’t be sure of the same for variable residual sugar.",14253
WineQT_boxplots.png,"It is clear that variable citric acid shows some outliers, but we can’t be sure of the same for variable residual sugar.",14254
WineQT_histograms_numeric.png,"It is clear that variable chlorides shows some outliers, but we can’t be sure of the same for variable residual sugar.",14255
WineQT_boxplots.png,"It is clear that variable free sulfur dioxide shows some outliers, but we can’t be sure of the same for variable residual sugar.",14256
WineQT_boxplots.png,"It is clear that variable total sulfur dioxide shows some outliers, but we can’t be sure of the same for variable residual sugar.",14257
WineQT_histograms_numeric.png,"It is clear that variable density shows some outliers, but we can’t be sure of the same for variable residual sugar.",14258
WineQT_boxplots.png,"It is clear that variable pH shows some outliers, but we can’t be sure of the same for variable residual sugar.",14259
WineQT_histograms_numeric.png,"It is clear that variable sulphates shows some outliers, but we can’t be sure of the same for variable residual sugar.",14260
WineQT_boxplots.png,"It is clear that variable alcohol shows some outliers, but we can’t be sure of the same for variable residual sugar.",14261
WineQT_histograms_numeric.png,"It is clear that variable quality shows some outliers, but we can’t be sure of the same for variable residual sugar.",14262
WineQT_boxplots.png,"It is clear that variable fixed acidity shows some outliers, but we can’t be sure of the same for variable chlorides.",14263
WineQT_histograms_numeric.png,"It is clear that variable volatile acidity shows some outliers, but we can’t be sure of the same for variable chlorides.",14264
WineQT_histograms_numeric.png,"It is clear that variable citric acid shows some outliers, but we can’t be sure of the same for variable chlorides.",14265
WineQT_boxplots.png,"It is clear that variable residual sugar shows some outliers, but we can’t be sure of the same for variable chlorides.",14266
WineQT_histograms_numeric.png,"It is clear that variable free sulfur dioxide shows some outliers, but we can’t be sure of the same for variable chlorides.",14267
WineQT_histograms_numeric.png,"It is clear that variable total sulfur dioxide shows some outliers, but we can’t be sure of the same for variable chlorides.",14268
WineQT_histograms_numeric.png,"It is clear that variable density shows some outliers, but we can’t be sure of the same for variable chlorides.",14269
WineQT_histograms_numeric.png,"It is clear that variable pH shows some outliers, but we can’t be sure of the same for variable chlorides.",14270
WineQT_histograms_numeric.png,"It is clear that variable sulphates shows some outliers, but we can’t be sure of the same for variable chlorides.",14271
WineQT_boxplots.png,"It is clear that variable alcohol shows some outliers, but we can’t be sure of the same for variable chlorides.",14272
WineQT_boxplots.png,"It is clear that variable quality shows some outliers, but we can’t be sure of the same for variable chlorides.",14273
WineQT_boxplots.png,"It is clear that variable fixed acidity shows some outliers, but we can’t be sure of the same for variable free sulfur dioxide.",14274
WineQT_histograms_numeric.png,"It is clear that variable volatile acidity shows some outliers, but we can’t be sure of the same for variable free sulfur dioxide.",14275
WineQT_histograms_numeric.png,"It is clear that variable citric acid shows some outliers, but we can’t be sure of the same for variable free sulfur dioxide.",14276
WineQT_boxplots.png,"It is clear that variable residual sugar shows some outliers, but we can’t be sure of the same for variable free sulfur dioxide.",14277
WineQT_histograms_numeric.png,"It is clear that variable chlorides shows some outliers, but we can’t be sure of the same for variable free sulfur dioxide.",14278
WineQT_histograms_numeric.png,"It is clear that variable total sulfur dioxide shows some outliers, but we can’t be sure of the same for variable free sulfur dioxide.",14279
WineQT_boxplots.png,"It is clear that variable density shows some outliers, but we can’t be sure of the same for variable free sulfur dioxide.",14280
WineQT_boxplots.png,"It is clear that variable pH shows some outliers, but we can’t be sure of the same for variable free sulfur dioxide.",14281
WineQT_boxplots.png,"It is clear that variable sulphates shows some outliers, but we can’t be sure of the same for variable free sulfur dioxide.",14282
WineQT_histograms_numeric.png,"It is clear that variable alcohol shows some outliers, but we can’t be sure of the same for variable free sulfur dioxide.",14283
WineQT_histograms_numeric.png,"It is clear that variable quality shows some outliers, but we can’t be sure of the same for variable free sulfur dioxide.",14284
WineQT_boxplots.png,"It is clear that variable fixed acidity shows some outliers, but we can’t be sure of the same for variable total sulfur dioxide.",14285
WineQT_histograms_numeric.png,"It is clear that variable volatile acidity shows some outliers, but we can’t be sure of the same for variable total sulfur dioxide.",14286
WineQT_histograms_numeric.png,"It is clear that variable citric acid shows some outliers, but we can’t be sure of the same for variable total sulfur dioxide.",14287
WineQT_boxplots.png,"It is clear that variable residual sugar shows some outliers, but we can’t be sure of the same for variable total sulfur dioxide.",14288
WineQT_histograms_numeric.png,"It is clear that variable chlorides shows some outliers, but we can’t be sure of the same for variable total sulfur dioxide.",14289
WineQT_histograms_numeric.png,"It is clear that variable free sulfur dioxide shows some outliers, but we can’t be sure of the same for variable total sulfur dioxide.",14290
WineQT_histograms_numeric.png,"It is clear that variable density shows some outliers, but we can’t be sure of the same for variable total sulfur dioxide.",14291
WineQT_histograms_numeric.png,"It is clear that variable pH shows some outliers, but we can’t be sure of the same for variable total sulfur dioxide.",14292
WineQT_histograms_numeric.png,"It is clear that variable sulphates shows some outliers, but we can’t be sure of the same for variable total sulfur dioxide.",14293
WineQT_boxplots.png,"It is clear that variable alcohol shows some outliers, but we can’t be sure of the same for variable total sulfur dioxide.",14294
WineQT_histograms_numeric.png,"It is clear that variable quality shows some outliers, but we can’t be sure of the same for variable total sulfur dioxide.",14295
WineQT_boxplots.png,"It is clear that variable fixed acidity shows some outliers, but we can’t be sure of the same for variable density.",14296
WineQT_boxplots.png,"It is clear that variable volatile acidity shows some outliers, but we can’t be sure of the same for variable density.",14297
WineQT_boxplots.png,"It is clear that variable citric acid shows some outliers, but we can’t be sure of the same for variable density.",14298
WineQT_boxplots.png,"It is clear that variable residual sugar shows some outliers, but we can’t be sure of the same for variable density.",14299
WineQT_histograms_numeric.png,"It is clear that variable chlorides shows some outliers, but we can’t be sure of the same for variable density.",14300
WineQT_histograms_numeric.png,"It is clear that variable free sulfur dioxide shows some outliers, but we can’t be sure of the same for variable density.",14301
WineQT_histograms_numeric.png,"It is clear that variable total sulfur dioxide shows some outliers, but we can’t be sure of the same for variable density.",14302
WineQT_boxplots.png,"It is clear that variable pH shows some outliers, but we can’t be sure of the same for variable density.",14303
WineQT_boxplots.png,"It is clear that variable sulphates shows some outliers, but we can’t be sure of the same for variable density.",14304
WineQT_boxplots.png,"It is clear that variable alcohol shows some outliers, but we can’t be sure of the same for variable density.",14305
WineQT_boxplots.png,"It is clear that variable quality shows some outliers, but we can’t be sure of the same for variable density.",14306
WineQT_boxplots.png,"It is clear that variable fixed acidity shows some outliers, but we can’t be sure of the same for variable pH.",14307
WineQT_histograms_numeric.png,"It is clear that variable volatile acidity shows some outliers, but we can’t be sure of the same for variable pH.",14308
WineQT_histograms_numeric.png,"It is clear that variable citric acid shows some outliers, but we can’t be sure of the same for variable pH.",14309
WineQT_histograms_numeric.png,"It is clear that variable residual sugar shows some outliers, but we can’t be sure of the same for variable pH.",14310
WineQT_boxplots.png,"It is clear that variable chlorides shows some outliers, but we can’t be sure of the same for variable pH.",14311
WineQT_histograms_numeric.png,"It is clear that variable free sulfur dioxide shows some outliers, but we can’t be sure of the same for variable pH.",14312
WineQT_boxplots.png,"It is clear that variable total sulfur dioxide shows some outliers, but we can’t be sure of the same for variable pH.",14313
WineQT_boxplots.png,"It is clear that variable density shows some outliers, but we can’t be sure of the same for variable pH.",14314
WineQT_boxplots.png,"It is clear that variable sulphates shows some outliers, but we can’t be sure of the same for variable pH.",14315
WineQT_histograms_numeric.png,"It is clear that variable alcohol shows some outliers, but we can’t be sure of the same for variable pH.",14316
WineQT_histograms_numeric.png,"It is clear that variable quality shows some outliers, but we can’t be sure of the same for variable pH.",14317
WineQT_boxplots.png,"It is clear that variable fixed acidity shows some outliers, but we can’t be sure of the same for variable sulphates.",14318
WineQT_histograms_numeric.png,"It is clear that variable volatile acidity shows some outliers, but we can’t be sure of the same for variable sulphates.",14319
WineQT_histograms_numeric.png,"It is clear that variable citric acid shows some outliers, but we can’t be sure of the same for variable sulphates.",14320
WineQT_histograms_numeric.png,"It is clear that variable residual sugar shows some outliers, but we can’t be sure of the same for variable sulphates.",14321
WineQT_boxplots.png,"It is clear that variable chlorides shows some outliers, but we can’t be sure of the same for variable sulphates.",14322
WineQT_histograms_numeric.png,"It is clear that variable free sulfur dioxide shows some outliers, but we can’t be sure of the same for variable sulphates.",14323
WineQT_histograms_numeric.png,"It is clear that variable total sulfur dioxide shows some outliers, but we can’t be sure of the same for variable sulphates.",14324
WineQT_boxplots.png,"It is clear that variable density shows some outliers, but we can’t be sure of the same for variable sulphates.",14325
WineQT_histograms_numeric.png,"It is clear that variable pH shows some outliers, but we can’t be sure of the same for variable sulphates.",14326
WineQT_boxplots.png,"It is clear that variable alcohol shows some outliers, but we can’t be sure of the same for variable sulphates.",14327
WineQT_histograms_numeric.png,"It is clear that variable quality shows some outliers, but we can’t be sure of the same for variable sulphates.",14328
WineQT_boxplots.png,"It is clear that variable fixed acidity shows some outliers, but we can’t be sure of the same for variable alcohol.",14329
WineQT_histograms_numeric.png,"It is clear that variable volatile acidity shows some outliers, but we can’t be sure of the same for variable alcohol.",14330
WineQT_histograms_numeric.png,"It is clear that variable citric acid shows some outliers, but we can’t be sure of the same for variable alcohol.",14331
WineQT_boxplots.png,"It is clear that variable residual sugar shows some outliers, but we can’t be sure of the same for variable alcohol.",14332
WineQT_histograms_numeric.png,"It is clear that variable chlorides shows some outliers, but we can’t be sure of the same for variable alcohol.",14333
WineQT_histograms_numeric.png,"It is clear that variable free sulfur dioxide shows some outliers, but we can’t be sure of the same for variable alcohol.",14334
WineQT_boxplots.png,"It is clear that variable total sulfur dioxide shows some outliers, but we can’t be sure of the same for variable alcohol.",14335
WineQT_boxplots.png,"It is clear that variable density shows some outliers, but we can’t be sure of the same for variable alcohol.",14336
WineQT_boxplots.png,"It is clear that variable pH shows some outliers, but we can’t be sure of the same for variable alcohol.",14337
WineQT_boxplots.png,"It is clear that variable sulphates shows some outliers, but we can’t be sure of the same for variable alcohol.",14338
WineQT_boxplots.png,"It is clear that variable quality shows some outliers, but we can’t be sure of the same for variable alcohol.",14339
WineQT_boxplots.png,"It is clear that variable fixed acidity shows some outliers, but we can’t be sure of the same for variable quality.",14340
WineQT_histograms_numeric.png,"It is clear that variable volatile acidity shows some outliers, but we can’t be sure of the same for variable quality.",14341
WineQT_boxplots.png,"It is clear that variable citric acid shows some outliers, but we can’t be sure of the same for variable quality.",14342
WineQT_boxplots.png,"It is clear that variable residual sugar shows some outliers, but we can’t be sure of the same for variable quality.",14343
WineQT_boxplots.png,"It is clear that variable chlorides shows some outliers, but we can’t be sure of the same for variable quality.",14344
WineQT_histograms_numeric.png,"It is clear that variable free sulfur dioxide shows some outliers, but we can’t be sure of the same for variable quality.",14345
WineQT_boxplots.png,"It is clear that variable total sulfur dioxide shows some outliers, but we can’t be sure of the same for variable quality.",14346
WineQT_histograms_numeric.png,"It is clear that variable density shows some outliers, but we can’t be sure of the same for variable quality.",14347
WineQT_histograms_numeric.png,"It is clear that variable pH shows some outliers, but we can’t be sure of the same for variable quality.",14348
WineQT_boxplots.png,"It is clear that variable sulphates shows some outliers, but we can’t be sure of the same for variable quality.",14349
WineQT_boxplots.png,"It is clear that variable alcohol shows some outliers, but we can’t be sure of the same for variable quality.",14350
WineQT_boxplots.png,Those boxplots show that the data is not normalized.,14351
WineQT_boxplots.png,Variable fixed acidity is balanced.,14352
WineQT_boxplots.png,Variable volatile acidity is balanced.,14353
WineQT_histograms_numeric.png,Variable citric acid is balanced.,14354
WineQT_boxplots.png,Variable residual sugar is balanced.,14355
WineQT_boxplots.png,Variable chlorides is balanced.,14356
WineQT_boxplots.png,Variable free sulfur dioxide is balanced.,14357
WineQT_histograms_numeric.png,Variable total sulfur dioxide is balanced.,14358
WineQT_boxplots.png,Variable density is balanced.,14359
WineQT_histograms_numeric.png,Variable pH is balanced.,14360
WineQT_histograms_numeric.png,Variable sulphates is balanced.,14361
WineQT_histograms_numeric.png,Variable alcohol is balanced.,14362
WineQT_boxplots.png,Variable quality is balanced.,14363
WineQT_histograms.png,The variable fixed acidity can be seen as ordinal without losing information.,14364
WineQT_histograms.png,The variable volatile acidity can be seen as ordinal without losing information.,14365
WineQT_histograms.png,The variable citric acid can be seen as ordinal without losing information.,14366
WineQT_histograms.png,The variable residual sugar can be seen as ordinal without losing information.,14367
WineQT_histograms.png,The variable chlorides can be seen as ordinal without losing information.,14368
WineQT_histograms.png,The variable free sulfur dioxide can be seen as ordinal without losing information.,14369
WineQT_histograms.png,The variable total sulfur dioxide can be seen as ordinal without losing information.,14370
WineQT_histograms.png,The variable density can be seen as ordinal without losing information.,14371
WineQT_histograms.png,The variable pH can be seen as ordinal without losing information.,14372
WineQT_histograms.png,The variable sulphates can be seen as ordinal without losing information.,14373
WineQT_histograms.png,The variable alcohol can be seen as ordinal without losing information.,14374
WineQT_histograms.png,The variable fixed acidity can be seen as ordinal.,14375
WineQT_histograms.png,The variable volatile acidity can be seen as ordinal.,14376
WineQT_histograms.png,The variable citric acid can be seen as ordinal.,14377
WineQT_histograms.png,The variable residual sugar can be seen as ordinal.,14378
WineQT_histograms.png,The variable chlorides can be seen as ordinal.,14379
WineQT_histograms.png,The variable free sulfur dioxide can be seen as ordinal.,14380
WineQT_histograms.png,The variable total sulfur dioxide can be seen as ordinal.,14381
WineQT_histograms.png,The variable density can be seen as ordinal.,14382
WineQT_histograms.png,The variable pH can be seen as ordinal.,14383
WineQT_histograms.png,The variable sulphates can be seen as ordinal.,14384
WineQT_histograms.png,The variable alcohol can be seen as ordinal.,14385
WineQT_histograms.png,"All variables, but the class, should be dealt with as numeric.",14386
WineQT_histograms.png,"All variables, but the class, should be dealt with as binary.",14387
WineQT_histograms.png,"All variables, but the class, should be dealt with as date.",14388
WineQT_histograms.png,"All variables, but the class, should be dealt with as symbolic.",14389
WineQT_correlation_heatmap.png,The intrinsic dimensionality of this dataset is 56.,14390
WineQT_correlation_heatmap.png,The intrinsic dimensionality of this dataset is 79.,14391
WineQT_correlation_heatmap.png,The intrinsic dimensionality of this dataset is 40.,14392
WineQT_correlation_heatmap.png,The intrinsic dimensionality of this dataset is 63.,14393
WineQT_correlation_heatmap.png,The intrinsic dimensionality of this dataset is 65.,14394
WineQT_nr_records_nr_variables.png,We face the curse of dimensionality when training a classifier with this dataset.,14395
WineQT_nr_records_nr_variables.png,"Given the number of records and that some variables are numeric, we might be facing the curse of dimensionality.",14396
WineQT_nr_records_nr_variables.png,"Given the number of records and that some variables are binary, we might be facing the curse of dimensionality.",14397
WineQT_nr_records_nr_variables.png,"Given the number of records and that some variables are date, we might be facing the curse of dimensionality.",14398
WineQT_nr_records_nr_variables.png,"Given the number of records and that some variables are symbolic, we might be facing the curse of dimensionality.",14399