Guided Statistical Feature Selection

The Component does not produce any view or page withing the WebPortal application, but it processes the data by running a number of statistical tests to be used in the next Component composite view: Filter Columns

Input ports

1. Type: Table
   Raw Data
   Raw Data + Flow Variables (e.g. "target_column")
2. Type: Table
   Port 2

Output ports

1. Type: Table
   Raw Data
   Same Table from Input
2. Type: Table
   Columns Rank
   A table listing all the columns ranked by a number of metrics given their missing values, correlations, constant values and unique values.
3. Type: Table
   Port 3
4. Type: Workflow Port Object
   Port 4