Model Comparison

Summary: Use model comparison to compare several types of models

Code:

// Open data table
dt = Open("$Sample_Data/Body Fat.jmp");
// Model Comparison
Model Comparison(
    Y(
        :
        "Pred Body Fat - 2nd Order Stepwise"n,
        :
        "Pred Body Fat - Variable Reduction PCA"n,
        :"Pred Body Fat - Stepwise"n,
        :"Pred Body Fat - Partition"n,
        :"Pred Body Fat - PLS"n,
        :
        "Pred Body Fat - Bootstrap Forest"n,
        :"Pred Body Fat - Boosted Tree"n,
        :
        "Pred Body Fat - Neural (3,0,0)"n,
        :
        "Pred Body Fat - Neural (4,0,0),(8,0,0)"n,
        :
        "Pred Body Fat - Boosted Neural"n,
        :
        "Pred Body Fat - Ensemble Model"n
    ),
    Where(
        Format( :Validation ) ==
        "Validation"
    )
);