Split features & create default flow variables

This component splits the data set features in categorical and numerical feature tables.
It also creates default flow variables from the data set. They are used in the EDA components to avoid the component to fail on unseen data sets if no default values are provided.

Input ports

1. Type: Table
   Port 1
   Input table.

Output ports

1. Type: Flow Variable
   Port 1
   Default variables: - Default_Var_cont_0 - Default_Var_cont_1 - Default_Var_nominal_0 - Default_Var_nominal_1 They are used in the EDA components to avoid the component to fail on unseen data sets if no default values are provided.
2. Type: Table
   Port 2
   Categorical nominal value columns
3. Type: Table
   Port 3
   Continuous value columns
4. Type: Table
   Port 4
   Original data table (no changes)

External resources

• Divide icons created by Freepik - Flaticon