What are the advantages of logistic regression over decision trees? This question was originally answered on Quora by Claudia Perlich.

Logistic regression is a powerful technique for fitting models to data with a binary response variable, but the models are difficult to interpret if collinearity, nonlinearity, or interactions are ...

Following decision tree generation, we performed multivariable logistic regression on the variables included in the CART analysis to assess their individual effect size estimation with the occurrence ...

Overview Understanding key machine learning algorithms is crucial for solving real-world data problems effectively.Data ...

To gain insight into how characteristics of an establishment are associated with nonresponse, a recursive partitioning algorithm is applied to the Occupational Employment Statistics May 2006 survey ...