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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