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Partial Least Squares Node Data Set Result

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

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