Comparing ROC for Logistic Regression to Miss Classification Rate from Neural Network

[DakotaBison]

Hi all,

My question is,

Can we compare the ROC value from Logistic Regression to Miss Classification rate from Neural Network ?

Is this an apples to apples comparison ?

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-Nodak Bison

[Doc_Duke · Accepted solution]

This article does some work in that area.

http://www.ncbi.nlm.nih.gov/pubmed/9680001

It's a little dated, but you can likely use a citation index to find newer work.

[DakotaBison]

Thanks Duke, I figured I could use the Mis-classification rate to compare