MARS (Multivariate Adaptive Regression Splines): Overview and Tutorial in R (earth + caret packages)
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YouTubeMelissa Van Bussel (ggnot2)
MARS (Multivariate Adaptive Regression Splines): Overview and Tutorial in R (earth + caret packages)
In this video, we go over a brief introduction to Multivariate Adaptive Regression Splines (MARS). Then, we use MARS to predict a continuous response variable, with the Boston housing dataset. We do this using the "earth" package in R, and go over how to use cross-validation and parameter tuning (through a grid search) using the "caret" package ...
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