Building and Comparing Logistic Models in AML

March 13, 2015
Using a small sample dataset, this experiment showcases how to build and tune a Logistic model within AML.
Using a small sample dataset, this experiment showcases how to build and refine a Logistic model within AML. This experiment shows the user: 1) How to input a data and select the important features for model building. 2) Split the dataset for training/testing the model. 3) Create Logistic models: a) Logistic model using 'glm' function in R. b) Logistic model with AML inbuilt module. c) Logistic model with AML inbuilt module with parameter tuning. 4) Comparing the results from the models. Created by a Microsoft employee