Explain provides a quick way to create the results of an attribute importance model.
Explain uses the input data to rank attributes in order of influence in explaining a target column.
For more information about Explain, see Predictive Analytics.
The output of Explain is a table that contains the attributes (column names) arranged in order of EXPLANATORY_VALUE for the target; the rank according to explanatory power is also listed. EXPLANATORY_VALUE is a number between 0 and 1. An attribute with a larger EXPLANATORY_VALUE is more useful for explaining the target thant an attribute with a smaller EXPLANATORY_VALUE.
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