| Training Details for sv_NA-nb | |
| ======================================== | |
| Language: sv | |
| Register: NA-nb | |
| Training Date: 2025-09-26 14:06:54 | |
| Data Summary: | |
| - Total samples: 222925 | |
| - Training samples: 178340 | |
| - Test samples: 44585 | |
| - Embedding dimension: 1024 | |
| Classes: | |
| - Number of classes: 2 | |
| - Class names: '', 'comments' | |
| - Class distribution: {'': 203958, 'comments': 18967} | |
| Cross-Validation Results: | |
| - CV folds: 5 | |
| - CV scores: [0.99290680722216, 0.9922339351799933, 0.9935516429292363, 0.9936918246046876, 0.993523606594146] | |
| - CV mean: 0.9932 | |
| - CV std: 0.0005 | |
| - CV confidence interval: 0.9932 ± 0.0011 | |
| Final Performance: | |
| - Test accuracy: 0.9940 | |
| Model Configuration: | |
| - Algorithm: Logistic Regression | |
| - Regularization (C): 1.0 | |
| - Feature scaling: StandardScaler | |
| - Random state: 42 | |
| Files: | |
| - Classifier: model.pkl | |
| - Scaler: scaler.pkl | |
| - Metadata: metadata.pkl | |
| - This file: training_details.txt | |