From: HuntMi: an efficient and taxon-specific approach in pre-miRNA identification
Classifier | MicroPred | Arabidopsis | Plant | Animal |
---|---|---|---|---|
Naïve Bayes | 00:00:13 | 00:01:03 | 00:06:38 | 00:11:56 |
Perceptron | 00:28:02 | 01:15:53 | 05:15:04 | 10:21:05 |
SVM | 00:23:00 | 00:25:49 | 20:22:57 | 170:47:13 |
Random forests | 00:17:27 | 00:59:15 | 07:58:10 | 23:07:23 |
SMOTE + SVM | 01:26:00 | 04:05:17 | 252:02:10 | 281:11:12 |
APLSC | 00:00:34 | 00:01:46 | 00:08:52 | 00:29:52 |