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 |