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Copy pathCode for KNN.jsl
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Code for KNN.jsl
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// K Nearest Neighbors Publish Prediction Formula
New Column( "Predicted Formula target 155",
"Character",
"Nominal",
Formula(
{"0", "1", ""}[Mode(
[1, 1, 2, 2, 1, 2, 1, 1, 2, 2, 2, 2, 2, 1, 1, 1, 1, 2, 1, 2, 1, 2, 2, 2,
1, 1, 2, 1, 1, 1, 2, 2, 2, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2,
2, 1, 1, 1, 2, 2, 2, 1, 1, 2, 1, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 2, 1, 2,
1, 2, 2, 2, 1, 1, 2, 2, 1, 2, 1, 1, 2, 1, 2, 1, 2, 2, 2, 2, 1, 2, 1, 2,
1, 1, 2, 1, 1, 2, 2, 2, 2, 1, 1, 2, 1, 2, 2, 1, 2, 2, 2, 2, 1, 2, 2, 1,
1, 1, 1, 2, 1, 2, 2, 1, 2, 2, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 1, 2, 2, 1,
1, 2, 2, 2, 1, 2, 2, 1, 1, 1, 1, 1][(
As Constant(
KDTable(
[0 1 1 0 0 0 0 1 0 1 0 0 0 0 0 0 1,
0 1 1 0 0 0 0 1 0 0 1 0 0 0 1 0 0,
1 0 0 1 0 0 0 0 1 1 0 0 0 0 0 1 0,
1 0 0 0 1 0 0 0 1 1 0 0 0 0 0 1 0,
0 1 0 0 0 1 0 1 0 0 1 0 0 0 0 1 0,
0 1 0 0 1 0 1 0 0 1 0 0 0 0 0 1 0,
0 1 1 0 0 0 0 1 0 0 0 0 1 0 0 0 1,
0 1 0 0 1 0 0 1 0 1 0 0 0 0 0 0 1,
1 0 0 0 1 0 0 1 0 1 0 0 0 0 0 1 0,
0 1 0 0 1 0 0 0 1 0 0 0 0 1 0 1 0,
0 1 0 0 1 0 0 0 1 1 0 0 0 0 0 1 0,
1 0 0 0 1 0 0 1 0 1 0 0 0 0 0 1 0,
1 0 0 1 0 0 0 0 1 1 0 0 0 0 0 1 0,
0 1 1 0 0 0 1 0 0 1 0 0 0 0 0 0 1,
0 1 1 0 0 0 0 0 1 0 0 0 1 0 0 0 1,
0 1 1 0 0 0 0 0 1 0 0 1 0 0 0 0 1,
1 0 1 0 0 0 0 1 0 0 0 1 0 0 0 1 0,
0 1 0 0 1 0 0 0 1 0 0 1 0 0 0 1 0,
1 0 1 0 0 0 0 1 0 1 0 0 0 0 0 0 1,
1 0 1 0 0 0 0 0 1 1 0 0 0 0 0 1 0,
0 1 1 0 0 0 0 1 0 0 0 1 0 0 0 0 1,
1 0 1 0 0 0 0 1 0 1 0 0 0 0 0 1 0,
1 0 0 0 1 0 0 1 0 1 0 0 0 0 0 1 0,
1 0 0 0 1 0 0 1 0 0 1 0 0 0 0 1 0,
0 1 0 0 1 0 0 1 0 1 0 0 0 0 0 0 1,
0 1 0 0 1 0 0 1 0 1 0 0 0 0 0 0 1,
1 0 0 1 0 0 0 0 1 0 1 0 0 0 0 1 0,
0 1 1 0 0 0 0 0 1 1 0 0 0 0 0 0 1,
0 1 0 0 1 0 0 0 1 0 0 0 1 0 0 1 0,
1 0 1 0 0 0 0 1 0 1 0 0 0 0 0 1 0,
0 1 0 1 0 0 0 1 0 0 0 0 0 1 0 0 1,
0 1 0 0 1 0 0 0 1 0 0 0 0 1 0 1 0,
0 1 0 0 0 1 0 1 0 1 0 0 0 0 0 0 1,
1 0 1 0 0 0 0 1 0 0 0 0 1 0 0 0 1,
1 0 1 0 0 0 0 1 0 1 0 0 0 0 0 1 0,
0 1 1 0 0 0 0 1 0 0 0 1 0 0 1 0 0,
0 1 1 0 0 0 0 0 1 1 0 0 0 0 0 0 1,
0 1 0 0 1 0 0 1 0 0 1 0 0 0 0 0 1,
0 1 1 0 0 0 0 1 0 0 0 1 0 0 0 0 1,
0 1 0 0 1 0 0 0 1 1 0 0 0 0 0 1 0,
0 1 0 1 0 0 0 1 0 0 1 0 0 0 0 0 1,
0 1 1 0 0 0 0 1 0 1 0 0 0 0 0 0 1,
0 1 0 1 0 0 0 1 0 1 0 0 0 0 0 1 0,
0 1 1 0 0 0 0 0 1 1 0 0 0 0 0 1 0,
0 1 0 0 1 0 1 0 0 0 1 0 0 0 0 1 0,
0 1 0 0 1 0 0 0 1 1 0 0 0 0 0 1 0,
0 1 0 0 1 0 0 0 1 0 1 0 0 0 0 0 1,
0 1 0 1 0 0 0 0 1 1 0 0 0 0 0 1 0,
1 0 0 0 1 0 0 0 1 1 0 0 0 0 0 1 0,
0 1 0 0 0 1 0 1 0 1 0 0 0 0 0 0 1,
0 1 1 0 0 0 0 1 0 0 1 0 0 0 0 0 1,
0 1 0 0 1 0 0 1 0 0 0 0 1 0 0 0 1,
0 1 1 0 0 0 0 1 0 1 0 0 0 0 0 1 0,
1 0 0 1 0 0 0 1 0 1 0 0 0 0 0 1 0,
0 1 0 0 0 1 0 1 0 0 1 0 0 0 0 1 0,
0 1 1 0 0 0 0 1 0 1 0 0 0 0 1 0 0,
0 1 0 0 0 1 0 1 0 1 0 0 0 0 0 0 1,
0 1 0 0 1 0 0 0 1 1 0 0 0 0 0 1 0,
0 1 0 1 0 0 1 0 0 1 0 0 0 0 0 0 1,
0 1 0 1 0 0 0 0 1 1 0 0 0 0 0 1 0,
0 1 0 0 1 0 1 0 0 1 0 0 0 0 0 0 1,
0 1 0 0 1 0 0 0 1 1 0 0 0 0 0 1 0,
0 1 0 0 1 0 0 0 1 1 0 0 0 0 0 1 0,
0 1 1 0 0 0 0 0 1 1 0 0 0 0 1 0 0,
1 0 0 0 1 0 0 0 1 1 0 0 0 0 0 1 0,
0 1 1 0 0 0 0 0 1 0 1 0 0 0 0 1 0,
1 0 0 1 0 0 0 0 1 0 0 1 0 0 0 1 0,
0 1 1 0 0 0 0 1 0 0 0 1 0 0 0 0 1,
0 1 0 0 1 0 0 0 1 1 0 0 0 0 0 1 0,
1 0 0 1 0 0 0 0 1 1 0 0 0 0 0 1 0,
0 1 1 0 0 0 1 0 0 1 0 0 0 0 1 0 0,
0 1 1 0 0 0 0 0 1 1 0 0 0 0 0 1 0,
0 1 1 0 0 0 0 0 1 0 1 0 0 0 0 1 0,
0 1 1 0 0 0 0 0 1 1 0 0 0 0 0 1 0,
0 1 1 0 0 0 0 0 1 1 0 0 0 0 0 1 0,
1 0 0 1 0 0 0 1 0 1 0 0 0 0 0 1 0,
0 1 0 0 0 1 0 1 0 0 0 1 0 0 0 1 0,
0 1 1 0 0 0 0 0 1 0 1 0 0 0 0 0 1,
1 0 0 1 0 0 0 0 1 1 0 0 0 0 0 1 0,
1 0 1 0 0 0 0 1 0 1 0 0 0 0 0 1 0,
0 1 1 0 0 0 0 1 0 0 1 0 0 0 0 0 1,
0 1 1 0 0 0 0 1 0 0 1 0 0 0 0 0 1,
0 1 1 0 0 0 0 1 0 0 0 0 1 0 0 1 0,
0 1 0 0 1 0 0 1 0 0 1 0 0 0 0 0 1,
0 1 0 1 0 0 0 0 1 1 0 0 0 0 0 1 0,
0 1 1 0 0 0 0 0 1 1 0 0 0 0 0 0 1,
0 1 0 1 0 0 0 0 1 1 0 0 0 0 0 1 0,
1 0 1 0 0 0 0 0 1 1 0 0 0 0 0 1 0,
1 0 0 0 1 0 0 0 1 0 1 0 0 0 0 1 0,
1 0 0 1 0 0 0 0 1 0 0 1 0 0 0 1 0,
0 1 0 0 1 0 0 0 1 0 1 0 0 0 0 1 0,
0 1 0 0 1 0 0 0 1 1 0 0 0 0 0 1 0,
0 1 1 0 0 0 0 1 0 0 1 0 0 0 0 1 0,
1 0 1 0 0 0 0 0 1 1 0 0 0 0 0 1 0,
0 1 1 0 0 0 0 1 0 0 1 0 0 0 0 1 0,
0 1 0 1 0 0 0 0 1 1 0 0 0 0 0 1 0,
0 1 0 1 0 0 0 0 1 0 1 0 0 0 0 1 0,
1 0 0 1 0 0 0 1 0 0 1 0 0 0 0 1 0,
0 1 0 0 0 1 0 0 1 0 1 0 0 0 0 1 0,
0 1 1 0 0 0 0 1 0 0 1 0 0 0 0 0 1,
0 1 1 0 0 0 0 1 0 1 0 0 0 0 0 0 1,
1 0 0 0 1 0 0 1 0 1 0 0 0 0 0 0 1,
0 1 0 0 1 0 0 0 1 1 0 0 0 0 0 0 1,
1 0 0 0 1 0 0 0 1 1 0 0 0 0 0 1 0,
0 1 0 1 0 0 0 0 1 1 0 0 0 0 0 1 0,
0 1 1 0 0 0 0 1 0 1 0 0 0 0 0 0 1,
0 1 1 0 0 0 0 0 1 0 1 0 0 0 0 0 1,
1 0 1 0 0 0 0 1 0 1 0 0 0 0 0 1 0,
0 1 0 1 0 0 0 1 0 0 0 0 1 0 1 0 0,
0 1 1 0 0 0 0 0 1 1 0 0 0 0 0 0 1,
0 1 0 1 0 0 0 1 0 1 0 0 0 0 0 1 0,
0 1 1 0 0 0 1 0 0 1 0 0 0 0 0 0 1,
1 0 0 0 1 0 0 0 1 1 0 0 0 0 0 1 0,
1 0 0 0 1 0 0 0 1 0 1 0 0 0 0 1 0,
1 0 0 0 1 0 0 0 1 1 0 0 0 0 0 1 0,
1 0 0 0 1 0 0 0 1 1 0 0 0 0 0 1 0,
0 1 1 0 0 0 0 0 1 0 1 0 0 0 0 1 0,
0 1 0 0 0 1 0 0 1 1 0 0 0 0 0 0 1,
0 1 0 0 1 0 0 0 1 0 1 0 0 0 0 0 1,
0 1 1 0 0 0 1 0 0 0 0 0 1 0 1 0 0,
1 0 1 0 0 0 0 1 0 1 0 0 0 0 0 1 0,
0 1 1 0 0 0 0 1 0 0 1 0 0 0 0 0 1,
1 0 1 0 0 0 0 1 0 0 0 1 0 0 0 0 1,
0 1 1 0 0 0 0 0 1 1 0 0 0 0 0 1 0,
0 1 1 0 0 0 0 1 0 0 0 1 0 0 0 0 1,
1 0 0 0 1 0 0 1 0 0 1 0 0 0 0 1 0,
0 1 0 1 0 0 0 1 0 1 0 0 0 0 1 0 0,
1 0 1 0 0 0 0 1 0 1 0 0 0 0 0 1 0,
0 1 1 0 0 0 0 1 0 1 0 0 0 0 0 1 0,
0 1 0 0 1 0 0 0 1 1 0 0 0 0 0 1 0,
0 1 1 0 0 0 0 0 1 0 0 1 0 0 0 0 1,
0 1 1 0 0 0 0 1 0 1 0 0 0 0 0 0 1,
0 1 0 0 1 0 0 1 0 0 0 0 1 0 0 0 1,
1 0 0 0 1 0 0 0 1 1 0 0 0 0 0 1 0,
1 0 0 0 0 1 0 0 1 1 0 0 0 0 0 1 0,
0 1 0 0 1 0 0 1 0 1 0 0 0 0 0 1 0,
0 1 0 1 0 0 0 0 1 1 0 0 0 0 0 1 0,
1 0 0 0 1 0 0 0 1 0 1 0 0 0 0 1 0,
1 0 0 1 0 0 0 0 1 1 0 0 0 0 0 1 0,
0 1 0 0 1 0 0 0 1 1 0 0 0 0 0 1 0,
1 0 1 0 0 0 0 1 0 0 0 0 1 0 0 1 0,
0 1 0 1 0 0 0 0 1 1 0 0 0 0 0 0 1,
1 0 0 0 0 1 1 0 0 1 0 0 0 0 0 1 0,
0 1 0 0 1 0 0 1 0 1 0 0 0 0 0 1 0,
0 1 1 0 0 0 0 0 1 1 0 0 0 0 0 0 1,
0 1 0 1 0 0 0 0 1 1 0 0 0 0 0 1 0,
1 0 0 0 1 0 0 0 1 1 0 0 0 0 0 1 0,
0 1 0 0 0 1 0 1 0 1 0 0 0 0 0 0 1,
0 1 0 0 0 1 0 0 1 1 0 0 0 0 0 1 0,
0 1 1 0 0 0 0 0 1 1 0 0 0 0 0 0 1,
1 0 0 0 0 1 0 0 1 1 0 0 0 0 0 1 0,
0 1 1 0 0 0 0 0 1 1 0 0 0 0 0 0 1,
0 1 1 0 0 0 0 0 1 0 0 1 0 0 0 0 1,
0 1 1 0 0 0 0 0 1 0 0 0 1 0 0 1 0,
0 1 1 0 0 0 0 1 0 0 1 0 0 0 0 0 1,
0 1 0 0 1 0 0 1 0 0 1 0 0 0 0 0 1]
)
) << K nearest rows(
155,
Design( :sex, {"0", "1"} ) || Design( :cp, {"0", "1", "2", "3"} )
|| Design( :slope, {"0", "1", "2"} ) ||
Design( :ca, {"0", "1", "2", "3", "4"} ) ||
Design( :thal, {"1", "2", "3"} )
))[1]]
)]
),
Set Property(
"Predicting",
{:target, Creator( "K Nearest Neighbors" ), Validation( :Validation )}
)
);