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. 2019 Jan 28;9:794. doi: 10.1038/s41598-018-37214-1

Table 3.

Performance comparison between LOAO cross validation and random 5-fold cross validation.

Metrics Threshold IC50 Binary
LOAO Random 5-fold LOAO Random 5-fold
AUC >0.7 74 80 74 78
>0.8 50 72 52 70
SRCC >0.6 28 53 26 49
>0.7 14 34 15 32