Cluster Variables

Example 1

Summary: Example variable clustering

Code:

// Open data table
dt = Open("$Sample_Data/Cherts.jmp");
// Cluster Variables
Cluster Variables(
    Y(
        :Al, :Mn, :Na, :Br, :Ce, :Co, :Cr,
        :Cs, :Eu, :Fe, :Hf, :La, :Sc, :Sm,
        :U
    ),
    SendToReport(
        Dispatch( {},
            "Standardized Components",
            OutlineBox,
            {Close( 1 )}
        )
    )
);

Example 2

Summary: Cluster variables using the K-means clustering algorithm with the specified numerical columns.

Code:

// Open data table
dt = Open("$Sample_Data/Diabetes.jmp");
// Cluster Variables
Cluster Variables(
    Y(
        :Age, :BMI, :BP,
        :Total Cholesterol, :LDL, :HDL,
        :TCH, :LTG, :Glucose
    )
);