Operator MissingValueWithDecisionRules

A Missing value operator. Each missing value (NULL value) in TheTargetAttribute is replaced by a predicted value. For prediction, a set of Decision Rules is learned from ThePredictingAttributes, which must belong to TheInputConcept. The pruning confidence level is given in PruningConf as a percentage.

Parameter

Parameter Object Type optional min_arg max_arg looped Remarks
TheInputConcept Concept Input no 1 1 no inherited
TheTargetAttribute BaseAttribute Input no 1 1 yes inherited
ThePredictingAttributes BaseAttribute Input no 1 yes  
SampleSize Value Input no 1 1 yes positive integer
TheOutputAttribute BaseAttribute Output no 1 1 yes inherited
PruningConf Value Input no 1 1 yes between 0 and 100

The Operator MissingValueWithDecisionRules is loopable!