# Multiomics Analysis Report - 95

**Date**: 2026-01-10 12:03:15
**Algorithm**: random_forest
**Folds**: 5

## Aggregate Metrics

| Metric | Mean | Std | Min | Max |
|---|---|---|---|---|
| accuracy | 0.5919 | 0.0872 | 0.4375 | 0.6875 |
| precision | 0.5869 | 0.0991 | 0.4273 | 0.6980 |
| recall | 0.5919 | 0.0872 | 0.4375 | 0.6875 |
| f1 | 0.5728 | 0.0891 | 0.4170 | 0.6807 |
| auc | 0.5179 | 0.0958 | 0.3542 | 0.6167 |

## Top Features

| Rank | Feature | Selection Freq (%) |
|---|---|---|
| 1 | alanine (µM) | 100.0% |
| 2 | glucose (µM) | 100.0% |

### Feature Importance (Mean ± Std)

| Rank | Feature | Importance |
|---|---|---|
| 1 | alanine (µM) | 0.5134 ± 0.0226 |
| 2 | glucose (µM) | 0.4866 ± 0.0226 |