Dimensionality reduction is used in various stages of machine learning. These are:
- Dimensionality Reduction can be used during feature engineering
- Dimensionality Reduction can be used during model training
- Dimensionality Reduction can be used during model evaluation
- Dimensionality Reduction can be used as part of hyperparameter optimization
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