cardiovascular_lipid · blood_test

Non-HDL cholesterol

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

Per-track results

Benchmark Tracks

non_hdl/397ff20fed49

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	Gradient-boosted trees	0.1161	497
2	HPP Curated Panel	Ridge	0.0747	497

non_hdl/9a2b3baba0a9

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	Gradient-boosted trees	0.0008149	100
2	HPP Curated Panel	Ridge	-0.0056	100

non_hdl/9d77e393f435

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

#	Predictor	Method	Absolute test R²	Test n
1	CGM Iglu	Gradient-boosted trees	0.07736	819
2	CGM Iglu	Ridge	0.04147	819

non_hdl/d3d19ee52b87

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

#	Predictor	Method	Absolute test R²	Test n
1	CGM Iglu	Ridge	0.00216	166
2	CGM Iglu	Gradient-boosted trees	-0.07953	166