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Table 4 Performances of different methods in the independent test

From: A unified frame of predicting side effects of drugs by using linear neighborhood similarity

Method AUC AUPR Hamming Loss Ranking Loss One Error Coverage Average Precision
Liu’s method 0.8772 0.1766 0.0421 0.1150 0.9870 1587.5663 0.1816
FS-MLKNN 0.8722 0.3109 0.0373 0.1038 0.1851 1535.9223 0.3649
LNSM-SMI 0.8786 0.3465 0.0291 0.0969 0.2013 1488.2977 0.3906