analysis/README.md

Analysis Artefacts

Generated post-hoc from the test-set prediction JSONs (results/*_test_preds.json) and the ensemble report.

Contents

• confusion_matrices/cm_<model>.png — per-class confusion matrix (counts overlaid on row-normalised heatmap)
• roc_curves/roc_<model>.png — one-vs-rest ROC for every class + macro-AUC in title
• reliability_diagrams/reliability_<model>.png — 10-bin reliability with ECE in title
• per_class/per_class_f1.png — grouped bar chart, all 9 backbones side-by-side
• per_class/per_class_f1.json — raw per-class F1 numbers
• accuracy_ranking.png — horizontal bar chart of test accuracy
• ece_summary.json — Expected Calibration Error per model