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Statistical Charts

Benchmark bars, ROC curves, forest plots, ablations, and error analyses.

Ablation Study Horizontal Bar Chart

Ablation Study Horizontal Bar Chart

Sorted horizontal bars showing the contribution of each component to overall accuracy.

Model Benchmark Grouped Bar Chart

Model Benchmark Grouped Bar Chart

Publication-quality grouped bar chart comparing models across multiple benchmarks with error bars.

Confusion Matrix Heatmap

Confusion Matrix Heatmap

Square heatmap showing predicted-vs-true counts with row-normalised colors and value annotations.

ID vs OOD Score Distributions

ID vs OOD Score Distributions

Two overlapping kernel density curves showing ID/OOD separability with mean markers and threshold line.

Clinical Outcomes Forest Plot

Clinical Outcomes Forest Plot

Forest plot of relative risks with 95% CI for surgical complications.

ROC and Precision-Recall Curve Overlay

ROC and Precision-Recall Curve Overlay

Two-panel ROC + PR curves overlaying multiple models on one chart for comparison.

Training & Validation Loss Curve

Training & Validation Loss Curve

Multi-LR loss curve over epochs with overfitting clearly visible on the high-LR run.

Training Time vs Accuracy Trade-off

Training Time vs Accuracy Trade-off

Scatter plot of training time (x) vs validation accuracy (y) with Pareto frontier highlighted.

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