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t

scalation.analytics

NoFeatureSelection

trait NoFeatureSelection extends AnyRef

The NoFeatureSelection trait is for modeling techniques that do not support feature selection (adding/remove variables from the model). For example, SimpleRegression only has one feature/predictor variable, so feature selection makes no sense for this modeling technique. Therefore the 'forwardSel' defined in Predictor is set to throw an exception.

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  1. def forwardSel(cols: Set[Int], index_q: Int): (Int, Predictor)