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embedded-methods

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All 5 Jupyter Notebook 3 Python 1

Younes-Charfaoui / Feature-Selection-Techniques

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Python code source for features selection 👨‍🔬 series on medium website. 📰

python data-science machine-learning deep-learning sklearn jupyter-notebook pandas feature-selection series autoencoder feature-engineering machinelearning-python filter-methods wrapper-methods embedded-methods
  • Updated Feb 11, 2020
  • Jupyter Notebook

arartawil / automl-fe

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Automated Machine Learning Feature Engineering library with advanced feature selection methods (Filter, mRMR, Wrapper, Embedded)

machine-learning feature-engineering automl filter-methods wrapper-methods embedded-methods
  • Updated Jan 14, 2026
  • Python

janasatvika / Using-Feature-Selection-Methods-to-Optimize-Model-Performance-for-Predicting-Loan-Status

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This repository showcases efforts to improve the performance of classification models using diverse feature selection techniques. The case study revolves around predicting loan statuses.

data-science machine-learning decision-making feature-selection optimization-methods optimization-algorithms feature-importance loan-status embedded-methods wrapper-method filter-method
  • Updated Feb 29, 2024

yerartdev / tfm-pb

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Trabajo fin de máster de ciencia de datos UC-UIMP-CSIC 2018-2019

r scikit-learn python3 feature-selection auc binary-classification imbalanced-data notebook-jupyter chisquare-test rfe rfecv filter-methods wrapper-methods embedded-methods
  • Updated Aug 12, 2020
  • Jupyter Notebook

fatma-noor / high-dimensional-feature-selection

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Comparative analysis of 6 feature selection methods for high-dimensional neural decoding (p >> n) with 11,190 features and 683 samples

python machine-learning random-forest scikit-learn high-dimensional-data lasso classification dimensionality-reduction elastic-net gradient-boosting mrmr wrapper-methods embedded-methods forward-stepwise feature-selec
  • Updated Feb 20, 2026
  • Jupyter Notebook

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