cardiovascular_lipid · nmr_metabolomics

HDL cholesterol (NMR)

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

Per-track results

Benchmark Tracks

hdl_nmr/694434b8b8a7

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

#	Predictor	Method	Absolute test R²	Test n
1	CGM Iglu	Gradient-boosted trees	0.2292	1400
2	CGM Iglu	Ridge	0.2288	1400

hdl_nmr/6d75097a2a0f

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	Gradient-boosted trees	0.2099	289
2	HPP Curated Panel	Ridge	0.2039	289

hdl_nmr/7bea51210023

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

#	Predictor	Method	Absolute test R²	Test n
1	CGM Iglu	Ridge	0.1408	528
2	CGM Iglu	Gradient-boosted trees	0.1285	528

hdl_nmr/8faa5e85e487

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	Ridge	0.2472	1006
2	HPP Curated Panel	Gradient-boosted trees	0.2438	1006