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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