absolute_monocyte_count/0399d3f61a71
anthropometrics, cgm
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | Participant Embedding | Ridge | 0.03164 | 593 |
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
anthropometrics, nightingale
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | RealMLP | 0.1622 | 438 |
| 2 | HPP Curated Panel | TabICL | 0.1598 | 438 |
| 3 | HPP Curated Panel | TabFM | 0.1587 | 438 |
| 4 | HPP Curated Panel | TabPFN 3.5 | 0.1566 | 438 |
| 5 | HPP Curated Panel | TabDPT | 0.1557 | 438 |
| 6 | HPP Curated Panel | TabPFN v2 | 0.1515 | 438 |
| 7 | HPP Curated Panel | TabSwift | 0.1487 | 438 |
| 8 | HPP Curated Panel | Ridge | 0.1482 | 438 |
| 9 | HPP Curated Panel | Gradient-boosted trees | 0.09053 | 438 |
absolute_monocyte_count/6ab7db9b0cd8
anthropometrics, dxa
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | TabICL | 0.08241 | 687 |
| 2 | HPP Curated Panel | TabDPT | 0.08146 | 687 |
| 3 | HPP Curated Panel | TabFM | 0.07909 | 687 |
| 4 | HPP Curated Panel | Ridge | 0.07852 | 687 |
| 5 | HPP Curated Panel | TabPFN v2 | 0.0751 | 687 |
| 6 | HPP Curated Panel | RealMLP | 0.07184 | 687 |
| 7 | HPP Curated Panel | TabPFN 3.5 | 0.07139 | 687 |
| 8 | HPP Curated Panel | Gradient-boosted trees | 0.07021 | 687 |
| 9 | HPP Curated Panel | TabSwift | 0.06967 | 687 |
absolute_monocyte_count/711b0de5499e
anthropometrics, nightingale
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | TabPFN 3.5 | 0.08968 | 696 |
| 2 | HPP Curated Panel | TabICL | 0.08826 | 696 |
| 3 | HPP Curated Panel | TabSwift | 0.08685 | 696 |
| 4 | HPP Curated Panel | TabPFN v2 | 0.08638 | 696 |
| 5 | HPP Curated Panel | TabDPT | 0.0856 | 696 |
| 6 | HPP Curated Panel | TabFM | 0.08277 | 696 |
| 7 | HPP Curated Panel | RealMLP | 0.08134 | 696 |
| 8 | HPP Curated Panel | Gradient-boosted trees | 0.0721 | 696 |
| 9 | HPP Curated Panel | Ridge | 0.07209 | 696 |
absolute_monocyte_count/be38f8b76fc9
anthropometrics, watchpat_actigraphy, watchpat_hr, watchpat_pat, watchpat_spo2
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | Participant Embedding | Ridge | 0.01487 | 228 |
absolute_monocyte_count/cd07119036aa
anthropometrics, dxa
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | TabFM | 0.0438 | 749 |
| 2 | HPP Curated Panel | TabPFN 3.5 | 0.04339 | 749 |
| 3 | HPP Curated Panel | TabDPT | 0.04326 | 749 |
| 4 | HPP Curated Panel | TabSwift | 0.0416 | 749 |
| 5 | HPP Curated Panel | Gradient-boosted trees | 0.04016 | 749 |
| 6 | HPP Curated Panel | TabICL | 0.03902 | 749 |
| 7 | HPP Curated Panel | Ridge | 0.03731 | 749 |
| 8 | HPP Curated Panel | TabPFN v2 | 0.03335 | 749 |
| 9 | HPP Curated Panel | RealMLP | 0.03016 | 749 |
absolute_monocyte_count/f7ff9c062101
anthropometrics, ecg_signal
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | Participant Embedding | Ridge | 0.04855 | 271 |