Missing data handler

This module belongs to the "Data preprocessing" category .

The Missing data handler is a module for Data Frames or arrays with missing values. Datasets often come with blank fields . The easiest way to mitigate this kind of issue is to eliminate the affected rows through dropping.

Some other strategies to choose from consist of picking up the mean or the median , or just attributing a constant to them .

The input port receives array-like or dataframe data of any type.

This first output port delivers the handled missing data .

This second output port, in turn, will output the model.