Table 2 Performance of each classifier when predicting methylation class in the independent test sets at 0.9 threshold

From: Comparison of DNA methylation based classification models for precision diagnostics of central nervous system tumors

Data set

RF

kNN

NN

Precision

Recall

Accuracy

Precision

Recall

Accuracy

Precision

Recall

Accuracy

GSE109379

0.97

0.72

0.99

0.73

0.64

0.99

0.91

0.82

0.97

SJCRH

0.92

0.87

0.93

0.8

0.7

0.84

0.96

0.89

0.94

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