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singlelabel-causal-feature-selection

Input:

data_file: training data; n_cases: # instances; n_vars: # features; true_net: whether there is a known net; alpha: significance level.

Output:

Time Precision Recall

Please cite: [1] Xingyu Wu, Bingbing Jiang, Kui Yu, Chunyan Miao, Huanhuan Chen. Accurate Markov Boundary Discovery for Causal Feature Selection. IEEE Transactions on Cybernetics, vol. 50 (12), pp. 4983 - 4996, 2020. [2] Xingyu Wu, Zhenchao Tao, Bingbing Jiang, Tianhao Wu, Xin Wang, Huanhuan Chen. Domain Knowledge-enhanced Variable Selection for Biomedical Data Analysis. Information Sciences, vol. 606 (8), pp. 469 - 488, 2022.

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