| Training Details for sv_IN-NA-nb | |
| ======================================== | |
| Language: sv | |
| Register: IN-NA-nb | |
| Training Date: 2025-09-26 14:05:18 | |
| Data Summary: | |
| - Total samples: 1169 | |
| - Training samples: 935 | |
| - Test samples: 234 | |
| - Embedding dimension: 1024 | |
| Classes: | |
| - Number of classes: 2 | |
| - Class names: '', 'organizations' | |
| - Class distribution: {'': 811, 'organizations': 358} | |
| Cross-Validation Results: | |
| - CV folds: 5 | |
| - CV scores: [0.93048128342246, 0.9893048128342246, 0.9625668449197861, 0.9679144385026738, 0.9625668449197861] | |
| - CV mean: 0.9626 | |
| - CV std: 0.0188 | |
| - CV confidence interval: 0.9626 ± 0.0377 | |
| Final Performance: | |
| - Test accuracy: 0.9744 | |
| 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 | |