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. 2017 Apr 11;8(35):58494–58503. doi: 10.18632/oncotarget.17028

Table 1. The jackknife success rates achieved by iATC-mHyb and ATC-mISF on the benchmark dataset S of Eq.1 (cf. Supporting Information S1).

Predictor Five metrics for multi-label systema
Aiming↑b Coverage↑b Accuracy↑b Absolute true↑b Absolute false↓c
iATC-mISFd 67.83% 67.10% 66.41% 60.98% 5.85%
iATC-mHybe 71.91% 71.46% 71.32% 66.75% 2.43%

aSee Eq.12 for the definitions of the five metrics used to measure the prediction quality for multi-label systems [3].

bThe upper arrow means that the larger the rate the better the prediction quality is.

cThe down arrow means that the smaller the rate the better the prediction quality is.

dThe predictor proposed in [4].

eThe predictor proposed in the current paper.