Table 1 Ten-fold cross-validation

From: Integrative multi-omics and machine learning framework identifies PRDX4 as a redox-EMT regulator and predictive marker in bone-metastatic breast cancer

Fold

Training AUC

Validation AUC

Validation error

Selected λ

Fold 1

0.893

0.842

0.158

0.014

Fold 2

0.887

0.851

0.149

0.014

Fold 3

0.901

0.846

0.154

0.014

Fold 4

0.879

0.833

0.167

0.014

Fold 5

0.912

0.857

0.143

0.014

Fold 6

0.895

0.845

0.155

0.014

Fold 7

0.884

0.832

0.168

0.014

Fold 8

0.899

0.850

0.150

0.014

Fold 9

0.906

0.859

0.141

0.014

Fold 10

0.888

0.843

0.157

0.014

Back to article page