In-depth analysis regarding feature selection/ranking.

This repository will contain an in-depth analysis regarding feature selection/ranking. I have written an analysis report which is included in this repository.

Kindly read the report for my analysis.

The content of the report includes:

1. Introduction
2. Feature selection
3. Dataset Properties
4. Evaluation and Results
   • Filter approach
     1. Information Gain
     2. ANOVA
   • Wrapper approach
     1. Random Forest -> Recurscive feature elimination.
   • Embedded approach
     1. Random Forest
5. Conclusion
6. References

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Dataset and task description: https://www.kaggle.com/vishalkesti/task-data-feature