| Training Details for fi_ID-NA | |
| ======================================== | |
| Language: fi | |
| Register: ID-NA | |
| Training Date: 2025-09-26 14:06:57 | |
| Data Summary: | |
| - Total samples: 1729 | |
| - Training samples: 1383 | |
| - Test samples: 346 | |
| - Embedding dimension: 1024 | |
| Classes: | |
| - Number of classes: 2 | |
| - Class names: '', 'comments' | |
| - Class distribution: {'': 389, 'comments': 1340} | |
| Cross-Validation Results: | |
| - CV folds: 5 | |
| - CV scores: [0.9855595667870036, 0.9927797833935018, 0.9927797833935018, 0.9927536231884058, 0.9818840579710145] | |
| - CV mean: 0.9892 | |
| - CV std: 0.0046 | |
| - CV confidence interval: 0.9892 ± 0.0092 | |
| Final Performance: | |
| - Test accuracy: 0.9913 | |
| 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 | |