immune · blood_test

Absolute Monocyte Count

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

Per-track results

Benchmark Tracks

absolute_monocyte_count/568ad19e77c8

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabSwift	0.1487	438
2	HPP Curated Panel	Ridge	0.1482	438
3	HPP Curated Panel	Gradient-boosted trees	0.08513	438

absolute_monocyte_count/6ab7db9b0cd8

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	Ridge	0.07852	687
2	HPP Curated Panel	TabSwift	0.06967	687
3	HPP Curated Panel	Gradient-boosted trees	0.06365	687

absolute_monocyte_count/711b0de5499e

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabSwift	0.08685	696
2	HPP Curated Panel	Gradient-boosted trees	0.07466	696
3	HPP Curated Panel	Ridge	0.07209	696

absolute_monocyte_count/cd07119036aa

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabSwift	0.0416	749
2	HPP Curated Panel	Ridge	0.03731	749
3	HPP Curated Panel	Gradient-boosted trees	0.01421	749