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Browse files- best_params.json +11 -0
- best_params_sbert.json +8 -0
- classification_report.json +477 -0
- confidence_distribution.png +0 -0
- confusion_matrix.png +0 -0
- encoder_name.txt +1 -0
- model.pkl +3 -0
- router_decisions.csv +0 -0
- vectorizer.pkl +3 -0
best_params.json
ADDED
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@@ -0,0 +1,11 @@
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{
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"model": "SVM",
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"C": 1,
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"cv_f1_mean": 0.8771,
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"cv_f1_std": 0.0026,
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"test_f1": 0.8843,
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"test_acc": 0.8838,
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"cost_savings": 93.1,
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"template_pct": 84.83,
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"time_s": 1.4
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}
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best_params_sbert.json
ADDED
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@@ -0,0 +1,8 @@
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{
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"model": "SVM",
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"C": 5,
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"test_f1": 0.9305,
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"test_acc": 0.9285,
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"cost_savings": 95.96,
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"encoder": "all-MiniLM-L6-v2"
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}
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classification_report.json
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| 1 |
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{
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| 2 |
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| 3 |
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|
| 4 |
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| 5 |
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| 6 |
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| 7 |
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| 8 |
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|
| 9 |
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|
| 10 |
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|
| 11 |
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| 12 |
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|
| 13 |
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|
| 14 |
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| 15 |
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|
| 16 |
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| 17 |
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|
| 18 |
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|
| 19 |
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| 20 |
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|
| 21 |
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| 22 |
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| 23 |
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| 24 |
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|
| 25 |
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| 26 |
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| 27 |
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| 28 |
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| 29 |
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| 30 |
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|
| 31 |
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|
| 32 |
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|
| 33 |
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|
| 34 |
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| 35 |
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| 36 |
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| 37 |
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| 38 |
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| 43 |
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| 44 |
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| 45 |
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| 46 |
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|
| 47 |
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| 48 |
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|
| 49 |
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| 50 |
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|
| 51 |
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| 52 |
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| 53 |
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| 54 |
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| 55 |
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| 56 |
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| 60 |
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| 61 |
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| 63 |
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| 73 |
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|
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|
| 123 |
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|
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|
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|
| 127 |
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|
| 128 |
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|
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|
| 133 |
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| 134 |
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|
| 135 |
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|
| 137 |
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|
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|
| 139 |
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|
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|
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