Update README.md

README.md

@@ -1,3 +1,157 @@
----
-license: mit
----
+---
+license: mit
+datasets:
+- halilbabacan/cognitive_distortions_gpt4
+language:
+- en
+metrics:
+- accuracy
+pipeline_tag: text-classification
+tags:
+- medical
+- psychology
+---
+
+Epoch 1/3: 100%|██████████| 100/100 [00:22<00:00,  4.49it/s]
+Validation: 100%|██████████| 26/26 [00:01<00:00, 16.91it/s]
+Epoch: 1
+Train Loss: 1.1479
+Validation Loss: 0.2109
+Accuracy: 0.9352
+Error Rate: 0.0648
+Epoch 2/3: 100%|██████████| 100/100 [00:12<00:00,  8.01it/s]
+Validation: 100%|██████████| 26/26 [00:00<00:00, 32.50it/s]
+Epoch: 2
+Train Loss: 0.1944
+Validation Loss: 0.1589
+Accuracy: 0.9476
+Error Rate: 0.0524
+Epoch 3/3: 100%|██████████| 100/100 [00:12<00:00,  8.29it/s]
+Validation: 100%|██████████| 26/26 [00:00<00:00, 31.56it/s]
+Epoch: 3
+Train Loss: 0.1459
+Validation Loss: 0.1564
+Accuracy: 0.9401
+Error Rate: 0.0599
+
+Sınıf Bazlı Metrikler:
+
+Mind Reading:
+Precision: 1.0000
+Recall: 1.0000
+F1-Score: 1.0000
+Support: 36.0
+
+Overgeneralization:
+Precision: 0.9032
+Recall: 0.5957
+F1-Score: 0.7179
+Support: 47.0
+
+Magnification:
+Precision: 0.9773
+Recall: 0.9348
+F1-Score: 0.9556
+Support: 46.0
+
+Labelling:
+Precision: 0.6481
+Recall: 0.9722
+F1-Score: 0.7778
+Support: 36.0
+
+Personalization:
+Precision: 1.0000
+Recall: 1.0000
+F1-Score: 1.0000
+Support: 37.0
+
+Fortune-telling:
+Precision: 1.0000
+Recall: 1.0000
+F1-Score: 1.0000
+Support: 36.0
+
+Emotional Reasoning:
+Precision: 1.0000
+Recall: 1.0000
+F1-Score: 1.0000
+Support: 44.0
+
+Mental Filter:
+Precision: 1.0000
+Recall: 1.0000
+F1-Score: 1.0000
+Support: 42.0
+
+Should Statements:
+Precision: 1.0000
+Recall: 1.0000
+F1-Score: 1.0000
+Support: 38.0
+
+All-or-Nothing Thinking:
+Precision: 0.9744
+Recall: 0.9744
+F1-Score: 0.9744
+Support: 39.0
+
+Sınıf Mind Reading:
+True Positive: 36
+False Positive: 0
+True Negative: 365
+False Negative: 0
+
+Sınıf Overgeneralization:
+True Positive: 28
+False Positive: 3
+True Negative: 351
+False Negative: 19
+
+Sınıf Magnification:
+True Positive: 43
+False Positive: 1
+True Negative: 354
+False Negative: 3
+
+Sınıf Labelling:
+True Positive: 35
+False Positive: 19
+True Negative: 346
+False Negative: 1
+
+Sınıf Personalization:
+True Positive: 37
+False Positive: 0
+True Negative: 364
+False Negative: 0
+
+Sınıf Fortune-telling:
+True Positive: 36
+False Positive: 0
+True Negative: 365
+False Negative: 0
+
+Sınıf Emotional Reasoning:
+True Positive: 44
+False Positive: 0
+True Negative: 357
+False Negative: 0
+
+Sınıf Mental Filter:
+True Positive: 42
+False Positive: 0
+True Negative: 359
+False Negative: 0
+
+Sınıf Should Statements:
+True Positive: 38
+False Positive: 0
+True Negative: 363
+False Negative: 0
+
+Sınıf All-or-Nothing Thinking:
+True Positive: 38
+False Positive: 1
+True Negative: 361
+False Negative: 1