MARS regression automated tool Lesson 1

MARS (Multivariate Adaptive Regression Splines) is an innovative and flexible modeling tool that automates the building of accurate predictive models for continousand binary dependent variables. It ...

MARS Binary Response Lesson 3

MARS based binary classification models are unique in the following way: -Direct control over the order and structure of interactions, including main effect only models -Piece-wise linear continous ...

MARS Interactions Lesson 2

The Interactions tab provides a matrix with all candidate predictor variables appearing in both row and column headers. Any cell in this matrix can be set to disallow a local interaction.  The ...
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