Data Science, Machine Learning, Deep Learning, Artificial Intelligence, Python.
There are two components of dimensionality reduction: a. Feature selection In this, we need to find a subset of the original set of variables. Also, need a subset which we use to model the problem. It usually involves three ways: Filter Wrapper Embedded b. Feature Extraction We use this, to reduces