Python_Feature_Selection_Techniques

Name		Name	Last commit message	Last commit date
Latest commit History 23 Commits
Part 1: Feature_Selection_Dropping_Constant_Features.ipynb		Part 1: Feature_Selection_Dropping_Constant_Features.ipynb
Part 2: Feature_Selection_Correlation.ipynb		Part 2: Feature_Selection_Correlation.ipynb
Part 3: klib_library.ipynb		Part 3: klib_library.ipynb
Part 4: Feature_Selection_Selectkbest_ExtraTreeReg_corr_infogain.ipynb		Part 4: Feature_Selection_Selectkbest_ExtraTreeReg_corr_infogain.ipynb
Part 5.0: FeatureWiz_Demo.ipynb		Part 5.0: FeatureWiz_Demo.ipynb
Part 5.1: Best_Pipeline_Featurewiz_classification.ipynb		Part 5.1: Best_Pipeline_Featurewiz_classification.ipynb
Part 5.2: FeatureWiz_Interaction_Target_Feature_Engineering_Classification.ipynb		Part 5.2: FeatureWiz_Interaction_Target_Feature_Engineering_Classification.ipynb
README.md		README.md
adult.csv		adult.csv
breast_cancer.csv		breast_cancer.csv
heart.csv		heart.csv
test.csv.zip		test.csv.zip
train.csv.zip		train.csv.zip

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Part 1: Feature_Selection_Dropping_Constant_Features.ipynb

Part 1: Feature_Selection_Dropping_Constant_Features.ipynb

Part 2: Feature_Selection_Correlation.ipynb

Part 2: Feature_Selection_Correlation.ipynb

Part 3: klib_library.ipynb

Part 3: klib_library.ipynb

Part 4: Feature_Selection_Selectkbest_ExtraTreeReg_corr_infogain.ipynb

Part 4: Feature_Selection_Selectkbest_ExtraTreeReg_corr_infogain.ipynb

Part 5.0: FeatureWiz_Demo.ipynb

Part 5.0: FeatureWiz_Demo.ipynb

Part 5.1: Best_Pipeline_Featurewiz_classification.ipynb

Part 5.1: Best_Pipeline_Featurewiz_classification.ipynb

Part 5.2: FeatureWiz_Interaction_Target_Feature_Engineering_Classification.ipynb

Part 5.2: FeatureWiz_Interaction_Target_Feature_Engineering_Classification.ipynb

README.md

README.md

adult.csv

adult.csv

breast_cancer.csv

breast_cancer.csv

heart.csv

heart.csv

test.csv.zip

test.csv.zip

train.csv.zip

train.csv.zip

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Python_Feature_Selection_Techniques

Feature selection techniques : https://www.analyticsvidhya.com/blog/2020/10/feature-selection-techniques-in-machine-learning/

Feature Selection Techniques [https://www.youtube.com/watch?v=uE1HhCPusMQ&t=1150s]

Gini, Entropy and Chi-square [https://www.analyticsvidhya.com/blog/2020/06/4-ways-split-decision-tree/]

Feature Selection Techniques [https://machinelearningmastery.com/feature-selection-with-real-and-categorical-data/]

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Python_Feature_Selection_Techniques

Feature selection techniques : https://www.analyticsvidhya.com/blog/2020/10/feature-selection-techniques-in-machine-learning/

Feature Selection Techniques [https://www.youtube.com/watch?v=uE1HhCPusMQ&t=1150s]

Gini, Entropy and Chi-square [https://www.analyticsvidhya.com/blog/2020/06/4-ways-split-decision-tree/]

Feature Selection Techniques [https://machinelearningmastery.com/feature-selection-with-real-and-categorical-data/]

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