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Table 3 Comparing DPBM with other methods

From: A computational model to predict bone metastasis in breast cancer by integrating the dysregulated pathways

 

Training data set

Test data set

Independent data set

 

AUC

Accuracy

AUC

Accuracy

AUC

Accuracy

DPBM

0.76

0.64

0.60

0.60

0.61

0.66

SVM (RiskScore)

0.72

0.71

0.58

0.59

0.60

0.60

SVM (dysregulated genes)

0.75

0.75

0.55

0.54

0.60

0.59

SCC

0.78

0.65

0.57

0.55

0.57

0.44