Skip to content

Latest commit

 

History

History
 
 

Different types of feature selection techniques

PROJECT TITLE:

Different types of feature selection techniques

DATASET

BOSTON Housing Dataset

Tips Dataset

WHAT I HAD DONE

I present that issue in two parts one is explaination part and the other is coding part to explain in a better way and i use BOSTON Housing Dataset and Tips Dataset to explain Different types of feature selection techniques.

Feature selection

  1. Filter Method

  2. Wrapper Method

  3. Embedded Method

  4. Univariate Selection

  5. Feature Importance

LIBRARIES NEEDED

Pandas

Matplotlib

Seaborn

Numpy

statsmodels.api