Table 2 Training results of the selected SWAG learner: Radial SVM.

From: Breast cancer prediction based on gene expression data using interpretable machine learning techniques

Metrics

SVM-linear

KNN

Random Forest

Accuracy

0.9972

0.9917

0.9945

F1

0.9846

0.9565

0.9697

MCC

0.9832

0.9531

0.9667

NPV

1

1

0.997

PPV

0.9697

0.9167

0.9697

TNR

0.997

0.9909

0.997

TPR

1

1

0.997

CE (Loss)

0.0028

0.0083

0.0055

Balance Accuracy

0.99849

0.99545

0.98236

Back to article page