Topic: Feature Engineering

What are the main advantages of RapidMiner$$s multi$-$objective feature engineering approach? $($Select ANY correct answer$).$

A$.$

It gives you advantageous trade$-$offs between feature space complexity and model errors.

B$.$

The simultaneous optimization for reduced complexity and error rates keep feature bloat in check and hence reduces overfitting.

C$.$

The built$-$in PCA ensures that the model includes key dimensions.

D$.$

It provides a model that has optimized features and optimized parameters.