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Table 2 Comparison of classification results which adapt SMOTE sampling

From: Network topology measures for identifying disease-gene association in breast cancer

Classifier

# Metric

Public networks

  

GCN

PPI

FI

DTB

ACC

.89±.02

.88±.02

.90±0.02

 

F

.89±.02

.89±.02

.90±0.02

 

AUC

.89±.02

.88±.02

.90±0.02

 

G-Means

.89±.02

.88±.02

.90±0.02

RUSBOOST

ACC

.80±.04

.82±.02

.82±0.03

 

F

.80±.04

.83±.02

.82±0.02

 

AUC

.80±.04

.82±.02

.82±0.03

 

G-Means

.80±.04

.82±.02

.81±0.03