Partial Least Squares Node Data Set Result
BENGKEL
16/10/2019
The following rules are useful when preparing data for use with the Partial Least Squares node:
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The PLS node requires one target. The target variable can be an interval target or a binary target.
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The PLS node must use at least two input variables or two rejected variables.
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A numeric binary target should be coded 1 (event) or 0 (nonevent).
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Characteristic binary targets should be coded into dummy targets with values 1 or 0.
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If predicted values in the binary target are greater than 1, then the PLS node sets the predicted values to 1.
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If predicted values in the binary target are less than 0, then the PLS node sets the predicted values to 0.
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The PLS node does not support frequency variables.
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The PLS node does not support decision score code.
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The PLS node does not support Profit/Loss fit statistics.
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