Feature selection
Use the Select Columns activity to select a subset of features that you find important to
train the model, excluding redundant or irrelevant ones.
Consider ignoring features that contain more than 70% missing values or contain more than 70% unique values (high cardinality).
Ask these questions:
- What are the key features of the dataset that influence the Label?
- Which parts of the dataset are important to capture?