CSE472-blanket-challenge/SCM3K
SCM3K Benchmark dataset for the paper: The Good, the Bad, and the Ugly of Markov Boundary for Tabular Prediction Shu Wan, Abhinav Gorantla, Huan Liu, K. Selçuk Candan 3,450 tabular prediction tasks sampled from random structural causal models (SCMs), totalling 3.45M records (1,000 samples per task). Each task ships with the ground-truth Markov boundary of the target node, so you can evaluate feature selection and prediction under known causal structure. Nine feature-count… See the full description on the dataset page: https://huggingface.co/datasets/CSE472-blanket-challenge/SCM3K.
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