De-Pivot


Synopsis

Transforms an example set by dividing examples containing multiple observations (in attributes) into multiple examples.


Description

This operator converts an example set by dividing examples which consist of multiple observations (at different times) into multiple examples, where each example covers on point in time. An index attribute is added, which contains denotes the actual point in time the example belongs to after the transformation. The parameter keep_missings specifies whether examples should be kept, even if if exhibits missing values for all series at a certain point in time. The parameter create_nominal_index is only applicable if only one time series per example exists. Instead of using a numeric index, then the names of the attributes representing the single time points are used as index attribute.


Input

, expects: ExampleSet


Output


Parameters


ExampleProcess