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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)