---
license: cdla-permissive-2.0
task_categories:
- tabular-classification
pretty_name: PT-Mush21
tags:
- tabular
- metabolomics
- classification
- Biomedical
- Benchmark
- mass-spectrometry
- volatile-organic-compounds
configs:
- config_name: PT-Mush21
  data_files:
  - split: fold_0_train
    path: data/fold_0/train.parquet
  - split: fold_0_validation
    path: data/fold_0/val.parquet
  - split: fold_0_test
    path: data/fold_0/test.parquet
  - split: fold_1_train
    path: data/fold_1/train.parquet
  - split: fold_1_validation
    path: data/fold_1/val.parquet
  - split: fold_1_test
    path: data/fold_1/test.parquet
  - split: fold_2_train
    path: data/fold_2/train.parquet
  - split: fold_2_validation
    path: data/fold_2/val.parquet
  - split: fold_2_test
    path: data/fold_2/test.parquet
  - split: fold_3_train
    path: data/fold_3/train.parquet
  - split: fold_3_validation
    path: data/fold_3/val.parquet
  - split: fold_3_test
    path: data/fold_3/test.parquet
  - split: fold_4_train
    path: data/fold_4/train.parquet
  - split: fold_4_validation
    path: data/fold_4/val.parquet
  - split: fold_4_test
    path: data/fold_4/test.parquet
dataset_info:
  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.'
---