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Table 9 Performance comparison (precision and recall) with recent methods based on the first study with the 27k DNA methylation profile dataset

From: A hybrid metaheuristic-deep learning technique for the pan-classification of cancer based on DNA methylation

Cancer type

Method

Precision

Recall

Breast Cancer (BRCA)

DNN (Zheng et al.)

0.9810

1.00

RF (Modhukur et al.)

0.976

0.932

Proposed method

0.995

1.00

Stomach Cancer (STAD)

DNN (Zheng et al.)

0.8721

0.9375

RF (Modhukur et al.)

0.944

0.964

Proposed method

0.9142

1.00

Ovary Cancer (OV)

DNN (Zheng et al.)

–

–

RF (Modhukur et al.)

1.0

1.0

Proposed method

0.994

0.997