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Table 4 Training times

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

  1. Classifier training times for selected datasets (medians over all cross-validation folds). Times are given in format hh:mm:ss.