Add submission for LLM_Gemini_25_Pro (run_001)

[M-Hossen]

No description provided.

[github-actions]

🏆 Submission Scored

🎯 GNN Challenge Scoring Script
============================================================

📂 Submission: /tmp/pr_predictions.csv
   Ground truth: data/test_labels.csv

============================================================
  Submission Evaluation
============================================================

📊 Basic Metrics:
  Accuracy:           0.3874
  Precision:          0.3853
  Recall:             0.9767

🎯 Difficult Metrics (Recommended):
  Macro F1-Score:     0.2906    ← (equal weight per class)
  Balanced Accuracy:  0.4957  ← (avg per-class recalls)
  MCC:                -0.0313          ← (strictest metric)

📈 Other F1 Variants:
  F1 Binary:          0.5526
  F1 Weighted:        0.2316

🔍 Clinical Metrics:
  Sensitivity (TPR):  0.9767
  Specificity (TNR):  0.0147
  Youden's Index:     -0.0085
  Cohen's Kappa:      -0.0067

🔗 Confusion Matrix:
  TN=  1  FP= 67
  FN=  1  TP= 42

📊 Class Distribution (y_true):
  Class 0: 68 samples
  Class 1: 43 samples
============================================================

Check the leaderboard for rankings!