Select Features

Assisted Modeling selects what features result in the best model. For each feature, it evaluates whether it is a good predictor in the Feature Info column.

1. Select a feature to view info about it in the Column Details section. There, you can see Predictor Details, which provides two measures of how well the feature performs: Gini and GKT. Assisted Modeling uses both measures to determine whether the feature associates too much or little with the target. You can also see a Preview, which contains a sample of the data. Use this info to make sure features are good predictors.
2. If you don't want to use a feature, uncheck the box next to the name of that feature.
3. Select Next to go to Step 5: Select Algorithms.