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. 2021 Sep 17;4(5):1675–1688. doi: 10.1021/acsptsci.1c00176

Table 1. Overview of the Data Sets Used in This Study.

  total compounds active inactive imbalance ratio (inactive/active)
First Round
full data set 8474 319 8155 26:1
training set 5931 223 5708 26:1
test set 2543 96 2447 25:1
Second Round
full data set 9046 456 8590 19:1
training set 6332 319 6013 19:1
test set 2714 137 2577 19:1