Classifiers | AUPR | AUC | F1 | ACC | REC | SPEC | PRE |
---|---|---|---|---|---|---|---|
RF | 0.6104 ± 0.0012 | 0.9293 ± 0.0017 | 0.6147 ± 0.0025 | 0.9956 ± 0.0001 | 0.4893 ± 0.006 | 0.9993 ± 0.0001 | 0.8289 ± 0.0164 |
NB | 0.1846 ± 0.0008 | 0.9103 ± 0.0089 | 0.2528 ± 0.0028 | 0.9892 ± 0.0004 | 0.2572 ± 0.0124 | 0.9944 ± 0.0005 | 0.2532 ± 0.0056 |
LR | 0.2129 ± 0.0008 | 0.9023 ± 0.0008 | 0.2734 ± 0.0017 | 0.9884 ± 0.0004 | 0.3078 ± 0.0094 | 0.9933 ± 0.0005 | 0.2480 ± 0.0096 |
SVM | 0.0968 ± 0.0034 | 0.9021 ± 0.0010 | 0.1718 ± 0.0036 | 0.9740 ± 0.0012 | 0.3761 ± 0.0144 | 0.9783 ± 0.0013 | 0.1121 ± 0.0037 |
weighted RF | 0.5944 ± 0.0014 | 0.9336 ± 0.0014 | 0.5920 ± 0.0025 | 0.9953 ± 0.0001 | 0.4741 ± 0.0085 | 0.9991 ± 0.0001 | 0.7913 ± 0.0233 |