| { |
| "READY": true, |
| "name": "PT-Mush21", |
| "task": "classification", |
| "num_classes": 6, |
| "cat_idx": [], |
| "num_samples": 593, |
| "num_features": 383, |
| "imbalance_ratio": 1.6761, |
| "description": "Mass spectrometry evaluation of samples of diverse species of fungi (593 samples, 383 peaks, 50 batches). Multiclass classification (6 classes): classes correspond to the condition of cultivation. S/P=1.55. Experimental details in Telagathoti et al. Features are standard-scaled (StandardScaler). 5-fold cross-validation splits are batch-aware: all samples sharing the same measurement batch (IDs field) are kept together in the same fold to prevent data leakage from technical replicates and batch effects.", |
| "source": "On the use of TabPFN on mass spectrometry analysis of volatile organic compounds. Scientific Reports (2025). GitHub: https://github.com/CIFASIS/TabPFN-VOCS", |
| "label": "Metabolomics", |
| "sub_labels": [ |
| "mass spectrometry", |
| "volatile organic compounds" |
| ], |
| "force_scale": true, |
| "split_strategy": "cv" |
| } |
