diff --git a/.DS_Store b/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..d471e7d915d2177c74e2f463c4e5316401a72100
Binary files /dev/null and b/.DS_Store differ
diff --git a/.idea/.gitignore b/.idea/.gitignore
new file mode 100644
index 0000000000000000000000000000000000000000..13566b81b018ad684f3a35fee301741b2734c8f4
--- /dev/null
+++ b/.idea/.gitignore
@@ -0,0 +1,8 @@
+# Default ignored files
+/shelf/
+/workspace.xml
+# Editor-based HTTP Client requests
+/httpRequests/
+# Datasource local storage ignored files
+/dataSources/
+/dataSources.local.xml
diff --git a/.idea/home-standard-results.iml b/.idea/home-standard-results.iml
new file mode 100644
index 0000000000000000000000000000000000000000..d0876a78d06ac03b5d78c8dcdb95570281c6f1d6
--- /dev/null
+++ b/.idea/home-standard-results.iml
@@ -0,0 +1,8 @@
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/.idea/inspectionProfiles/Project_Default.xml b/.idea/inspectionProfiles/Project_Default.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1275f4a93b6c4196f3964f31250c9097a7dec2aa
--- /dev/null
+++ b/.idea/inspectionProfiles/Project_Default.xml
@@ -0,0 +1,117 @@
+
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/.idea/inspectionProfiles/profiles_settings.xml b/.idea/inspectionProfiles/profiles_settings.xml
new file mode 100644
index 0000000000000000000000000000000000000000..105ce2da2d6447d11dfe32bfb846c3d5b199fc99
--- /dev/null
+++ b/.idea/inspectionProfiles/profiles_settings.xml
@@ -0,0 +1,6 @@
+
+
+
+
+
+
\ No newline at end of file
diff --git a/.idea/misc.xml b/.idea/misc.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d56657add3eb3c246989284ec6e6a8475603cf1d
--- /dev/null
+++ b/.idea/misc.xml
@@ -0,0 +1,4 @@
+
+
+
+
\ No newline at end of file
diff --git a/.idea/modules.xml b/.idea/modules.xml
new file mode 100644
index 0000000000000000000000000000000000000000..dda4947f352d9596b89df8ba6505de3d6bf25ad1
--- /dev/null
+++ b/.idea/modules.xml
@@ -0,0 +1,8 @@
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/.idea/vcs.xml b/.idea/vcs.xml
new file mode 100644
index 0000000000000000000000000000000000000000..35eb1ddfbbc029bcab630581847471d7f238ec53
--- /dev/null
+++ b/.idea/vcs.xml
@@ -0,0 +1,6 @@
+
+
+
+
+
+
\ No newline at end of file
diff --git a/oversampled_frozen_nb-bert-base_128_0.01_64.txt b/frozen/oversampled_frozen_nb-bert-base_128_0.01_64.txt
similarity index 100%
rename from oversampled_frozen_nb-bert-base_128_0.01_64.txt
rename to frozen/oversampled_frozen_nb-bert-base_128_0.01_64.txt
diff --git a/oversampled_frozen_nb-bert-base_256_0.01_64.txt b/frozen/oversampled_frozen_nb-bert-base_256_0.01_64.txt
similarity index 100%
rename from oversampled_frozen_nb-bert-base_256_0.01_64.txt
rename to frozen/oversampled_frozen_nb-bert-base_256_0.01_64.txt
diff --git a/oversampled_frozen_norbert2_128_0.01_64.txt b/frozen/oversampled_frozen_norbert2_128_0.01_64.txt
similarity index 100%
rename from oversampled_frozen_norbert2_128_0.01_64.txt
rename to frozen/oversampled_frozen_norbert2_128_0.01_64.txt
diff --git a/oversampled_frozen_norbert2_256_0.001_64.txt b/frozen/oversampled_frozen_norbert2_256_0.001_64.txt
similarity index 100%
rename from oversampled_frozen_norbert2_256_0.001_64.txt
rename to frozen/oversampled_frozen_norbert2_256_0.001_64.txt
diff --git a/oversampled_frozen_norbert2_256_0.005_64.txt b/frozen/oversampled_frozen_norbert2_256_0.005_64.txt
similarity index 100%
rename from oversampled_frozen_norbert2_256_0.005_64.txt
rename to frozen/oversampled_frozen_norbert2_256_0.005_64.txt
diff --git a/oversampled_frozen_norbert2_256_0.01_64.txt b/frozen/oversampled_frozen_norbert2_256_0.01_64.txt
similarity index 100%
rename from oversampled_frozen_norbert2_256_0.01_64.txt
rename to frozen/oversampled_frozen_norbert2_256_0.01_64.txt
diff --git a/oversampled_frozen_norbert_128_0.01_64.txt b/frozen/oversampled_frozen_norbert_128_0.01_64.txt
similarity index 100%
rename from oversampled_frozen_norbert_128_0.01_64.txt
rename to frozen/oversampled_frozen_norbert_128_0.01_64.txt
diff --git a/oversampled_frozen_norbert_256_0.01_64.txt b/frozen/oversampled_frozen_norbert_256_0.01_64.txt
similarity index 100%
rename from oversampled_frozen_norbert_256_0.01_64.txt
rename to frozen/oversampled_frozen_norbert_256_0.01_64.txt
diff --git a/01-05-2023_norbert2_batchsize_256_all_units_0.001_1_50_freeze_True.txt b/old_res/01-05-2023_norbert2_batchsize_256_all_units_0.001_1_50_freeze_True.txt
similarity index 100%
rename from 01-05-2023_norbert2_batchsize_256_all_units_0.001_1_50_freeze_True.txt
rename to old_res/01-05-2023_norbert2_batchsize_256_all_units_0.001_1_50_freeze_True.txt
diff --git a/01-05-2023_norbert2_removedsome_batchsize_256_all_units_0.001_1_50_freeze_True.txt b/old_res/01-05-2023_norbert2_removedsome_batchsize_256_all_units_0.001_1_50_freeze_True.txt
similarity index 100%
rename from 01-05-2023_norbert2_removedsome_batchsize_256_all_units_0.001_1_50_freeze_True.txt
rename to old_res/01-05-2023_norbert2_removedsome_batchsize_256_all_units_0.001_1_50_freeze_True.txt
diff --git a/02-05-2023_nb-bert-base_batchsize_128_all_units_0.001_1_150_freeze_True.txt b/old_res/02-05-2023_nb-bert-base_batchsize_128_all_units_0.001_1_150_freeze_True.txt
similarity index 100%
rename from 02-05-2023_nb-bert-base_batchsize_128_all_units_0.001_1_150_freeze_True.txt
rename to old_res/02-05-2023_nb-bert-base_batchsize_128_all_units_0.001_1_150_freeze_True.txt
diff --git a/02-05-2023_nb-bert-base_batchsize_256_all_units_0.001_1_150_freeze_True.txt b/old_res/02-05-2023_nb-bert-base_batchsize_256_all_units_0.001_1_150_freeze_True.txt
similarity index 100%
rename from 02-05-2023_nb-bert-base_batchsize_256_all_units_0.001_1_150_freeze_True.txt
rename to old_res/02-05-2023_nb-bert-base_batchsize_256_all_units_0.001_1_150_freeze_True.txt
diff --git a/02-05-2023_nb-bert-base_batchsize_320_all_units_0.001_1_150_freeze_True.txt b/old_res/02-05-2023_nb-bert-base_batchsize_320_all_units_0.001_1_150_freeze_True.txt
similarity index 100%
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rename to old_res/02-05-2023_nb-bert-base_batchsize_320_all_units_0.001_1_150_freeze_True.txt
diff --git a/02-05-2023_nb-bert-base_batchsize_64_all_units_0.001_1_150_freeze_True.txt b/old_res/02-05-2023_nb-bert-base_batchsize_64_all_units_0.001_1_150_freeze_True.txt
similarity index 100%
rename from 02-05-2023_nb-bert-base_batchsize_64_all_units_0.001_1_150_freeze_True.txt
rename to old_res/02-05-2023_nb-bert-base_batchsize_64_all_units_0.001_1_150_freeze_True.txt
diff --git a/02-05-2023_norbert_batchsize_320_all_units_0.001_1_150_freeze_True.txt b/old_res/02-05-2023_norbert_batchsize_320_all_units_0.001_1_150_freeze_True.txt
similarity index 100%
rename from 02-05-2023_norbert_batchsize_320_all_units_0.001_1_150_freeze_True.txt
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diff --git a/03-05-2023_nb-bert-base_batchsize_512_all_units_0.001_1_150_freeze_True.txt b/old_res/03-05-2023_nb-bert-base_batchsize_512_all_units_0.001_1_150_freeze_True.txt
similarity index 100%
rename from 03-05-2023_nb-bert-base_batchsize_512_all_units_0.001_1_150_freeze_True.txt
rename to old_res/03-05-2023_nb-bert-base_batchsize_512_all_units_0.001_1_150_freeze_True.txt
diff --git a/03-05-2023_norbert2_batchsize_512_all_units_0.001_1_150_freeze_True.txt b/old_res/03-05-2023_norbert2_batchsize_512_all_units_0.001_1_150_freeze_True.txt
similarity index 100%
rename from 03-05-2023_norbert2_batchsize_512_all_units_0.001_1_150_freeze_True.txt
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diff --git a/03-05-2023_norbert_batchsize_128_all_units_0.001_1_150_freeze_True.txt b/old_res/03-05-2023_norbert_batchsize_128_all_units_0.001_1_150_freeze_True.txt
similarity index 100%
rename from 03-05-2023_norbert_batchsize_128_all_units_0.001_1_150_freeze_True.txt
rename to old_res/03-05-2023_norbert_batchsize_128_all_units_0.001_1_150_freeze_True.txt
diff --git a/03-05-2023_norbert_batchsize_256_all_units_0.001_1_150_freeze_True.txt b/old_res/03-05-2023_norbert_batchsize_256_all_units_0.001_1_150_freeze_True.txt
similarity index 100%
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diff --git a/03-05-2023_norbert_batchsize_512_all_units_0.001_1_150_freeze_True.txt b/old_res/03-05-2023_norbert_batchsize_512_all_units_0.001_1_150_freeze_True.txt
similarity index 100%
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rename to old_res/03-05-2023_norbert_batchsize_512_all_units_0.001_1_150_freeze_True.txt
diff --git a/03-05-2023_norbert_batchsize_64_all_units_0.001_1_150_freeze_True.txt b/old_res/03-05-2023_norbert_batchsize_64_all_units_0.001_1_150_freeze_True.txt
similarity index 100%
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diff --git a/04-04-2023-11:52:44_norbert2_house_0.006_1_50.txt b/old_res/04-04-2023-11:52:44_norbert2_house_0.006_1_50.txt
similarity index 100%
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diff --git a/04-04-2023-13:54:30_norbert2_house_0.006_1_50_freeze_True.txt b/old_res/04-04-2023-13:54:30_norbert2_house_0.006_1_50_freeze_True.txt
similarity index 100%
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diff --git a/04-04-2023-15:06:15_norbert2_apartment_0.006_1_50_freeze_True.txt b/old_res/04-04-2023-15:06:15_norbert2_apartment_0.006_1_50_freeze_True.txt
similarity index 100%
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diff --git a/04-05-2023_nb-bert-base_batchsize_256_all_units_0.001_1_150_freeze_True_earlystop_3.txt b/old_res/04-05-2023_nb-bert-base_batchsize_256_all_units_0.001_1_150_freeze_True_earlystop_3.txt
similarity index 100%
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diff --git a/04-05-2023_nb-bert-base_batchsize_256_all_units_0.005_1_150_freeze_True_earlystop_10.txt b/old_res/04-05-2023_nb-bert-base_batchsize_256_all_units_0.005_1_150_freeze_True_earlystop_10.txt
similarity index 100%
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diff --git a/04-05-2023_norbert2_batchsize_256_all_units_0.001_1_150_freeze_True_earlystop_3.txt b/old_res/04-05-2023_norbert2_batchsize_256_all_units_0.001_1_150_freeze_True_earlystop_3.txt
similarity index 100%
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diff --git a/04-05-2023_norbert_batchsize_128_all_units_0.001_1_150_freeze_True_earlystop_3.txt b/old_res/04-05-2023_norbert_batchsize_128_all_units_0.001_1_150_freeze_True_earlystop_3.txt
similarity index 100%
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diff --git a/05-04-2023-10:48:19_norbert2_all_units_0.006_1_50_freeze_True.txt b/old_res/05-04-2023-10:48:19_norbert2_all_units_0.006_1_50_freeze_True.txt
similarity index 100%
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diff --git a/05-04-2023-12:43:11_norbert_apartment_0.006_1_50_freeze_True.txt b/old_res/05-04-2023-12:43:11_norbert_apartment_0.006_1_50_freeze_True.txt
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diff --git a/05-04-2023-13:54:54_norbert_house_0.006_1_50_freeze_True.txt b/old_res/05-04-2023-13:54:54_norbert_house_0.006_1_50_freeze_True.txt
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diff --git a/05-04-2023-14:58:05_norbert_all_units_0.006_1_50_freeze_True.txt b/old_res/05-04-2023-14:58:05_norbert_all_units_0.006_1_50_freeze_True.txt
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diff --git a/05-05-2023_norbert2_batchsize_256_all_units_0.0001_1_200_freeze_True_earlystop_3.txt b/old_res/05-05-2023_norbert2_batchsize_256_all_units_0.0001_1_200_freeze_True_earlystop_3.txt
similarity index 100%
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diff --git a/05-05-2023_norbert2_batchsize_256_all_units_0.0005_1_200_freeze_True_earlystop_3.txt b/old_res/05-05-2023_norbert2_batchsize_256_all_units_0.0005_1_200_freeze_True_earlystop_3.txt
similarity index 100%
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diff --git a/05-05-2023_norbert2_batchsize_256_all_units_0.001_1_200_freeze_True_no_earlystop.txt b/old_res/05-05-2023_norbert2_batchsize_256_all_units_0.001_1_200_freeze_True_no_earlystop.txt
similarity index 100%
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diff --git a/05-05-2023_norbert2_batchsize_256_all_units_0.005_1_200_freeze_True_earlystop_3.txt b/old_res/05-05-2023_norbert2_batchsize_256_all_units_0.005_1_200_freeze_True_earlystop_3.txt
similarity index 100%
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diff --git a/05-05-2023_norbert2_batchsize_256_all_units_0.01_1_200_freeze_True_earlystop_3.txt b/old_res/05-05-2023_norbert2_batchsize_256_all_units_0.01_1_200_freeze_True_earlystop_3.txt
similarity index 100%
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diff --git a/06-05-2023_norbert2_batchsize_256_all_units_0.001_1_200_freeze_True_no_earlystop.txt b/old_res/06-05-2023_norbert2_batchsize_256_all_units_0.001_1_200_freeze_True_no_earlystop.txt
similarity index 100%
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diff --git a/06-05-2023_norbert_batchsize_256_all_units_0.0001_1_200_freeze_True_earlystop_3.txt b/old_res/06-05-2023_norbert_batchsize_256_all_units_0.0001_1_200_freeze_True_earlystop_3.txt
similarity index 100%
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diff --git a/07-05-2023_nb-bert-base_batchsize_256_all_units_0.0001_1_200_freeze_True_earlystop_3.txt b/old_res/07-05-2023_nb-bert-base_batchsize_256_all_units_0.0001_1_200_freeze_True_earlystop_3.txt
similarity index 100%
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diff --git a/07-05-2023_nb-bert-base_batchsize_256_all_units_0.0005_1_200_freeze_True_earlystop_3.txt b/old_res/07-05-2023_nb-bert-base_batchsize_256_all_units_0.0005_1_200_freeze_True_earlystop_3.txt
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diff --git a/07-05-2023_nb-bert-base_batchsize_256_all_units_0.005_1_200_freeze_True_earlystop_3.txt b/old_res/07-05-2023_nb-bert-base_batchsize_256_all_units_0.005_1_200_freeze_True_earlystop_3.txt
similarity index 100%
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diff --git a/07-05-2023_nb-bert-base_batchsize_256_all_units_0.01_1_200_freeze_True_earlystop_3.txt b/old_res/07-05-2023_nb-bert-base_batchsize_256_all_units_0.01_1_200_freeze_True_earlystop_3.txt
similarity index 100%
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diff --git a/10-04-2023-16:43:45_nb-bert-base_all_units_0.006_1_50_freeze_True.txt b/old_res/10-04-2023-16:43:45_nb-bert-base_all_units_0.006_1_50_freeze_True.txt
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