Welcome to the feature selection project which concerns of Selection in a large data set consisting of one or more than one features which are either redundant or irrelevant and thus can be removed without incurring much loss of information.
- What is Feature Selection
- Why Feature Selection
- Univariate Feature Selection
- Multivariate Feature Selection
- How are the features important to our model.
- How to select the most significant features out of many.
- How to perform univariate feature selection.
- How to perform multivariate feature selection.
Now, let's take this forward and increase our understanding of feature selection!
This assignment is a series of simple tasks, in which we will be perfoming feature selection techniques on the house pricing data.