Performance comparison between Logistic regression, decision trees, and multilayer perceptron in predicting peripheral neuropathy in type 2 diabetes mellitus.

When dealing with data from small size sample, multiple independent variables and a dichotomous outcome variable, more strategies and statistical techniques should be considered to build a forecast model and some available methods could be used for evaluation.