{ "READY": true, "name": "QSAR_biodegradation", "task": "binary", "num_classes": 2, "cat_idx": [], "num_samples": 1051, "num_features": 41, "imbalance_ratio": 1.9773, "description": "Environmental ready-biodegradability classification from 41 molecular descriptors. The TALENT release contains 1,054 rows (UCI lists 1,055); collapsing three redundant descriptor rows with agreeing labels leaves 1,051 rows. Retained values are unchanged. A stratified 70/15/15 split is generated after deduplication. Molecular structures/SMILES are absent from this release, so this is a random-split descriptor benchmark, not a scaffold-generalization test. Grouped with molecular-property tasks under the benchmark drug-discovery domain.", "source": "Talent Benchmark Dataset - QSAR_biodegradation", "label": "drug discovery", "curation_protocol": "qsar_unique_descriptors_v1" }