Feature_Engineering

Feature Engineering using Python

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Feature_Engineering

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Name		Name	Last commit message	Last commit date
Factor Analysis.ipynb		Factor Analysis.ipynb
Feature Selection (Chi Square).ipynb		Feature Selection (Chi Square).ipynb
Feature Selection (Correlation).ipynb		Feature Selection (Correlation).ipynb
Feature Selection (Dispersion Ratio).ipynb		Feature Selection (Dispersion Ratio).ipynb
Feature Selection (Embedded Methods).ipynb		Feature Selection (Embedded Methods).ipynb
Feature Selection (Feature importance - extra tree classsifier ).ipynb		Feature Selection (Feature importance - extra tree classsifier ).ipynb
Feature Selection (Forward-Backward elemination).ipynb		Feature Selection (Forward-Backward elemination).ipynb
Feature Selection (Genetic Algorithm).ipynb		Feature Selection (Genetic Algorithm).ipynb
Feature Selection (Information Gain).ipynb		Feature Selection (Information Gain).ipynb
Feature Selection (Information gain - mutual information In Classification).ipynb		Feature Selection (Information gain - mutual information In Classification).ipynb
Feature Selection (Mean Absolute Difference ).ipynb		Feature Selection (Mean Absolute Difference ).ipynb
Feature Selection (Varience Threshold).ipynb		Feature Selection (Varience Threshold).ipynb
Feature Selection (information gain - mutual information In Regression).ipynb		Feature Selection (information gain - mutual information In Regression).ipynb
Feature Transformation(Feature Scaling).ipynb		Feature Transformation(Feature Scaling).ipynb
Handling Imbalanced Dataset.ipynb		Handling Imbalanced Dataset.ipynb
Handling Missing Values.ipynb		Handling Missing Values.ipynb
Linear Discriminant Analysis.ipynb		Linear Discriminant Analysis.ipynb
Outlier Detection & Removal.ipynb		Outlier Detection & Removal.ipynb
Principal Component Analysis.ipynb		Principal Component Analysis.ipynb
README.md		README.md
methods		methods

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