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Table 2 AUC of different algorithms under different scenarios

From: Predicting viral exposure response from modeling the changes of co-expression networks using time series gene expression data

 

ρ

Proposed

SVM

LR

LDA

KNN

 

0.1

0.58(0.06)

0.58(0.06)

0.55(0.07)

0.59(0.07)

0.59(0.06)

 

0.3

0.60(0.06)

0.60(0.06)

0.55(0.07)

0.58(0.07)

0.58(0.06)

 

0.5

0.65(0.08)

0.60(0.07)

0.56(0.06)

0.59(0.07)

0.59(0.07)

 

0.7

0.71(0.08)

0.60(0.07)

0.56(0.06)

0.59(0.07)

0.60(0.07)

 

0.9

0.90(0.07)

0.63(0.08)

0.56(0.06)

0.60(0.06)

0.63(0.09)

  1. Standard deviations are in the parenthesis.