cardiovascular_lipid · vascular_measurement

Diastolic blood pressure

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

Per-track results

Benchmark Tracks

dbp/0bbc9b5ef716

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

#	Predictor	Method	Absolute test R²	Test n
1	Fundus Automorph Features	Ridge	0.2838	460
2	Fundus Automorph Features	Gradient-boosted trees	0.2431	460

dbp/3263050d6eb1

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	Gradient-boosted trees	0.2148	1425
2	HPP Curated Panel	Ridge	0.2081	1425

dbp/5042b5e7b984

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

#	Predictor	Method	Absolute test R²	Test n
1	Fundus Automorph Features	Ridge	0.3152	1192
2	Fundus Automorph Features	Gradient-boosted trees	0.3009	1192

dbp/8f7d413f915f

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	Ridge	0.1651	656
2	HPP Curated Panel	Gradient-boosted trees	0.1286	656