training_metadata.json

{
  "version": "v0.2.0",
  "base_model": "sentence-transformers/paraphrase-mpnet-base-v2",
  "labels": [
    "nice-to-have",
    "required"
  ],
  "training": {
    "batch_size": 8,
    "num_epochs": 4,
    "random_seed": 42,
    "data_dir": "data/processed/v1.0.0"
  },
  "test_metrics": {
    "accuracy": 0.8620689655172413,
    "macro_f1": 0.8473684210526315,
    "precision_required": 0.9444444444444444,
    "recall_required": 0.85,
    "precision_nice_to_have": 0.7272727272727273,
    "recall_nice_to_have": 0.8888888888888888,
    "no_marker_accuracy": 0.8518518518518519,
    "no_marker_count": 27,
    "marker_accuracy": 1.0,
    "marker_count": 2,
    "brier_score": 0.13571846625187337,
    "total_samples": 29
  }
}