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. 2021 Oct 25;11:20976. doi: 10.1038/s41598-021-00458-5

Table 3.

OOB errors, number of trees and number of features at each split are tabulated for both experiment I, II, III.

OOB error Number of trees Number of random features at each split
Exp I (Linear) 0.1953 365 1
Exp II (Linear) 0.1969 230 1
Exp I (Non-Linear) 0.1909 311 3
Exp II (Non-Linear) 0.1894 490 18
Exp III (Non-Linear + Linear) 0.1879 490 20