Merged in reimb-primary-accuracy-analysis (pull request #433)

Reimb primary accuracy analysis * Add accuracy calculation to fuzzy matching evaluation * reimbursement primary accuracy test * add match_threshold control * clarify metrics * Merged main into reimb-primary-accuracy-analysis * Merge branch 'reimb-primary-accuracy-analysis' of https://bitbucket.org/aarete/doczy.ai into reimb-primary-accuracy-analysis Approved-by: Katon Minhas
2025-03-06 14:55:59 +00:00
parent 4c0bb5d1f7
commit d55a4b8fd2
2 changed files with 361 additions and 3458 deletions
@@ -101,11 +101,13 @@ def evaluate_one_to_n_fields_fuzzy_matching_field_by_field(
    f1_score = (
        2 * precision * recall / (precision + recall) if (precision + recall) > 0 else 0
    )
+    accuracy = total_true_positives / (total_true_positives + total_false_positives + total_false_negatives)

    return {
        "precision": precision,
        "recall": recall,
        "f1_score": f1_score,
+        "accuracy": accuracy,
        "true_positives": total_true_positives,
        "false_positives": total_false_positives,
        "false_negatives": total_false_negatives,