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Table 2 Complete AUC performance and random permutation P value for three metrics using 152 filtered compound profiles

From: Systematic evaluation of connectivity map for disease indications

Method AvgAUC OneAUC
KS 0.48 (P = 0.75) 0.48 (P = 0.83)
XSum 0.56 ( P= 0.031) 0.54 ( P= 0.025)
XCos 0.56 ( P= 0.049) 0.54 ( P= 0.039)