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Table 1 Performance comparison by implementing CV experiments on different profiles

From: GKLOMLI: a link prediction model for inferring miRNA–lncRNA interactions by using Gaussian kernel-based method on network profile and linear optimization algorithm

Profile

2-fold CV

5-fold CV

10-fold CV

LOO-CV

No profile

0.8306 ± 0.0037

0.8806 ± 0.0020

0.8910 ± 0.0014

0.8997

Expression

0.8378 ± 0.0033

0.8903 ± 0.0021

0.9017 ± 0.0014

0.9112

Bio-function

0.8389 ± 0.0031

0.8890 ± 0.0022

0.9008 ± 0.0018

0.9111

Sequence

0.8515 ± 0.0031

0.8941 ± 0.0020

0.9040 ± 0.0016

0.9123

GKLOMLI

0.8623 ± 0.0027

0.9053 ± 0.0017

0.9151 ± 0.0013

0.9236