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Table 5 AUC score, AUPR score, training time in seconds, and consumed memory in megabytes in the pair-wise cross validation experiments

From: Network-based characterization of drug-protein interaction signatures with a space-efficient approach

Method

AUC score

AUPR score

Training time (sec)

Memory (MB)

L1LOG-tensor

0.982±0.000

0.643±0.001

85,211

24,079

L1LOG-concat

0.965±0.000

0.324±0.000

9323

177

L2LOG-tensor

0.979±0.000

0.621±0.000

82,853

24,079

L2LOG-concat

0.963±0.000

0.317±0.000

9129

177

L1LOG-LIBLINEAR-tensor

>131,072