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autogluon/model/leaderboard.csv

@@ -1,3 +1,3 @@
 model,score_test,score_val,eval_metric,pred_time_test,pred_time_val,fit_time,pred_time_test_marginal,pred_time_val_marginal,fit_time_marginal,stack_level,can_infer,fit_order
-LightGBMBasic,0.6467403398083669,0.6342024393654344,roc_auc,0.03393197059631348,0.03538703918457031,1.146812915802002,0.03393197059631348,0.03538703918457031,1.146812915802002,1,True,1
-WeightedEnsemble_L2,0.6467403398083669,0.6342024393654344,roc_auc,0.0435791015625,0.035985708236694336,1.149925947189331,0.009647130966186523,0.0005986690521240234,0.0031130313873291016,2,True,2
+LightGBMBasic,0.6467403398083669,0.6342024393654344,roc_auc,0.018140077590942383,0.02796173095703125,1.547741174697876,0.018140077590942383,0.02796173095703125,1.547741174697876,1,True,1
+WeightedEnsemble_L2,0.6467403398083669,0.6342024393654344,roc_auc,0.0198361873626709,0.028901338577270508,1.551680564880371,0.0016961097717285156,0.0009396076202392578,0.003939390182495117,2,True,2

autogluon/model/learner.pkl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:15ff306c94de1c67d7c49887f2ddda86584e9575df3afdac54b8c4008c615cfa
+oid sha256:437d18898e0bd89c77ba61611c27dd8f8fee8398ed6f602760c6317943ff7d6e
 size 6740

autogluon/model/metadata.json

@@ -277,7 +277,7 @@
     "semver": "3.0.2",
     "sentencepiece": "0.2.0",
     "seqeval": "1.2.2",
-    "setuptools": "75.2.0",
+    "setuptools": "75.3.0",
     "shellingham": "1.5.4",
     "shortuuid": "1.0.13",
     "shtab": "1.7.1",

neural_network/metrics/metrics.json

@@ -1,25 +1,25 @@
 {
     "train": {
-        "accuracy": 0.7367294430732727,
-        "auc": 0.8155916333198547,
-        "loss": 0.5119379758834839
+        "accuracy": 0.7406350374221802,
+        "auc": 0.8165216445922852,
+        "loss": 0.5119302868843079
     },
     "eval": {
-        "accuracy": 0.7842089533805847,
-        "auc": 0.6276553869247437,
-        "loss": 0.49857422709465027
+        "accuracy": 0.7928485870361328,
+        "auc": 0.6286745071411133,
+        "loss": 0.4915105700492859
     },
     "step": 0,
-    "val_accuracy": 0.7842089492608869,
-    "val_precision": 0.2004675628287551,
-    "val_recall": 0.3020695728753853,
-    "val_f1": 0.24099771649393992,
-    "val_auc": 0.6277547176489517,
-    "val_avg_precision": 0.1731221269461989,
-    "test_accuracy": 0.7796754057428215,
-    "test_precision": 0.18319029298609055,
-    "test_recall": 0.27256715103478646,
-    "test_f1": 0.2191150442477876,
-    "test_auc": 0.6229996507382787,
-    "test_avg_precision": 0.16467685639778956
+    "val_accuracy": 0.7928485817019576,
+    "val_precision": 0.1992950977250881,
+    "val_recall": 0.27388815499779834,
+    "val_f1": 0.23071216617210683,
+    "val_auc": 0.6287202765737177,
+    "val_avg_precision": 0.17043888595948037,
+    "test_accuracy": 0.789712858926342,
+    "test_precision": 0.1830065359477124,
+    "test_recall": 0.24658740642888596,
+    "test_f1": 0.21009191521290566,
+    "test_auc": 0.625395846072259,
+    "test_avg_precision": 0.1622468308743334
 }