cardiovascular_lipid · vascular_measurement

Mean ankle pressure

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

Per-track results

Benchmark Tracks

mean_ankle_pressure/6795d51a6a95

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	Ridge	0.1894	791
2	HPP Curated Panel	Gradient-boosted trees	0.1748	791

mean_ankle_pressure/85b0915095a9

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

#	Predictor	Method	Absolute test R²	Test n
1	Fundus Automorph Features	Ridge	0.3378	1177
2	Fundus Automorph Features	Gradient-boosted trees	0.3125	1177

mean_ankle_pressure/87b1d90ce1c8

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

#	Predictor	Method	Absolute test R²	Test n
1	Fundus Automorph Features	Ridge	0.2274	516
2	Fundus Automorph Features	Gradient-boosted trees	0.1864	516

mean_ankle_pressure/fe1d96aa7a69

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	Ridge	0.2449	1308
2	HPP Curated Panel	Gradient-boosted trees	0.2218	1308