cardiovascular_lipid · vascular_measurement

Minimum bilateral ABI

Valid comparisons for this clinically grounded task are grouped by fixed information set.

Per-track results

Benchmark Tracks

minimum_bilateral_abi/29a5f97b5fd6

Scored split: test. Primary metric: r2 (higher is better).

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	Ridge	0.0429	791
2	HPP Curated Panel	Gradient-boosted trees	0.03302	791

minimum_bilateral_abi/a15ec5a97202

Scored split: test. Primary metric: r2 (higher is better).

#	Predictor	Method	Absolute test R²	Test n
1	Fundus Automorph Features	Ridge	0.06614	1177
2	Fundus Automorph Features	Gradient-boosted trees	0.06431	1177

minimum_bilateral_abi/c9228680d575

Scored split: test. Primary metric: r2 (higher is better).

#	Predictor	Method	Absolute test R²	Test n
1	Fundus Automorph Features	Ridge	0.03931	516
2	Fundus Automorph Features	Gradient-boosted trees	0.02618	516

minimum_bilateral_abi/e1e2461cedee

Scored split: test. Primary metric: r2 (higher is better).

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	Ridge	0.08296	1308
2	HPP Curated Panel	Gradient-boosted trees	0.0758	1308