From: Predicting genome-wide DNA methylation using methylation marks, genomic position, and DNA regulatory elements
Classifier
Accuracy (%)
AUC
Specificity (%)
Sensitivity (%)
MCC
k-NN
73.2
0.80
72.6
73.7
0.46
Naive Bayes
80.8
0.91
64.4
94.2
0.62
Logistic regression
91.1
0.96
87.3
94.1
0.82
SVM
91.3
86.6
95.1
Random forest
91.8
87.9
0.84