HATE_SPEECH_DETECTION/hate_speech_classifier.log at main · KrishTalwar03/HATE_SPEECH_DETECTION · GitHub

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
2025-08-26 14:59:29,154 - INFO - Starting model training...
2025-08-26 15:00:22,097 - INFO - Best Parameters: {'max_depth': 20, 'min_samples_leaf': 1, 'min_samples_split': 10}
2025-08-26 15:00:22,124 - INFO -
Classification Report:
                               precision    recall  f1-score   support

                  Hate Speech       0.35      0.16      0.22       286
No Hate or Offensive Language       0.73      0.96      0.83       833
           Offensive Language       0.94      0.92      0.93      3838

                     accuracy                           0.88      4957
                    macro avg       0.68      0.68      0.66      4957
                 weighted avg       0.87      0.88      0.87      4957

2025-08-26 15:00:22,127 - INFO - Accuracy Score: 0.8802
2025-08-27 20:53:54,610 - ERROR - Error loading data: [Errno 2] No such file or directory: 'twitter.csv'
2025-09-03 13:00:19,773 - ERROR - Error loading data: [Errno 2] No such file or directory: 'twitter.csv'
2025-09-03 13:01:42,946 - ERROR - Error loading data: [Errno 2] No such file or directory: 'twitter.csv'
2025-09-03 13:05:35,730 - ERROR - Error loading data: [Errno 2] No such file or directory: 'twitter.csv'
2025-09-03 13:05:35,731 - ERROR - An error occurred: [Errno 2] No such file or directory: 'twitter.csv'
2025-09-03 13:21:58,148 - ERROR - Error loading data: 'class'
2025-09-03 13:21:58,150 - ERROR - An error occurred: 'class'