Datasets:
Add metadata.json
Browse files- metadata.json +19 -0
metadata.json
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{
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"READY": true,
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"name": "PT-Mush21",
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"task": "classification",
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"num_classes": 6,
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"cat_idx": [],
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"num_samples": 593,
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"num_features": 383,
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"imbalance_ratio": 1.6761,
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"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.",
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"source": "On the use of TabPFN on mass spectrometry analysis of volatile organic compounds. Scientific Reports (2025). GitHub: https://github.com/CIFASIS/TabPFN-VOCS",
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"label": "Metabolomics",
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"sub_labels": [
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"mass spectrometry",
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"volatile organic compounds"
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],
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"force_scale": true,
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"split_strategy": "cv"
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}
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