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Table 6 AUC score, AUPR score, training time in seconds, and consumed memory in megabytes in the block-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 0.574±0.056 0.068±0.002 71,353 19,482
L1LOG-concat 0.596±0.058 0.064±0.002 8323 175
L2LOG-tensor 0.562±0.059 0.060±0.019 70,253 19,482
L2LOG-concat 0.577±0.069 0.054±0.019 8010 175
L1LOG-LIBLINEAR-tensor >131,072