Voice Screening Model
Non-invasive voice analysis demo (research use)

Model Performance Report

This page displays the stored offline evaluation report (not recomputed live).

Classification report

{
  "0": {
    "f1-score": 0.5241057542768274,
    "precision": 0.35511064278187565,
    "recall": 1.0,
    "support": 337.0
  },
  "1": {
    "f1-score": 0.0,
    "precision": 0.0,
    "recall": 0.0,
    "support": 272.0
  },
  "2": {
    "f1-score": 0.0,
    "precision": 0.0,
    "recall": 0.0,
    "support": 340.0
  },
  "accuracy": 0.35511064278187565,
  "macro avg": {
    "f1-score": 0.17470191809227578,
    "precision": 0.11837021426062522,
    "recall": 0.3333333333333333,
    "support": 949.0
  },
  "weighted avg": {
    "f1-score": 0.18611553128692396,
    "precision": 0.1261035686169569,
    "recall": 0.35511064278187565,
    "support": 949.0
  }
}

Confusion matrix

Labels: ['Benign (0)', 'Malignant (1)', 'Normal (2)']
Disclaimer: This tool is for research purposes only. It must not be used for clinical diagnosis without validation.