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Table 2 Five groups of experiments based on experiments 1–7 with different cutoff values and imbalanced data processing strategies

From: Multimodal data fusion for supervised learning-based identification of USP7 inhibitors: a systematic comparison

Group no.

Experiment no.

Experimental content

I

1–7

Cutoff value = 0.5 μM

II

Cutoff value = 1 μM

III

Cutoff value = 10 μM

IV

Cutoff value = 10 μM and SMOTE

V

Cutoff value = 10 μM and unbiased decoy selection