immune · blood_test

White blood cell count (WBC)

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

Per-track results

Benchmark Tracks

wbc/279f6f6ecb9d

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	Ridge	0.1976	438
2	HPP Curated Panel	TabSwift	0.1813	438
3	HPP Curated Panel	Gradient-boosted trees	0.1533	438

wbc/424ea3ca2dd3

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabSwift	0.03759	749
2	HPP Curated Panel	Ridge	0.03596	749
3	HPP Curated Panel	Gradient-boosted trees	0.0294	749

wbc/bc931be17c12

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabSwift	0.08472	687
2	HPP Curated Panel	Ridge	0.07558	687
3	HPP Curated Panel	Gradient-boosted trees	0.06423	687

wbc/d3d91ac6bb48

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabSwift	0.08403	696
2	HPP Curated Panel	Ridge	0.08202	696
3	HPP Curated Panel	Gradient-boosted trees	0.06204	696