Dimensionality Reduction

This component reduces dimensionality by enabling the following techniques:
- Number of missing values in a column
- Low variance in a column
- High correlation with another column
- Columns with constant values

Input ports

1. Type: Table
   Data
   Data to reduce dimensionality

Output ports

1. Type: Table
   Data
   Data from which columns have been removed by applying the selected dimensionality reduction techniques