feature-selection
Awesome papers on Feature Selection
https://github.com/mlpapers/feature-selection
Last synced: 5 days ago
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- Homepage - learn/scikit-learn), [PyPI](https://pypi.org/project/scikit-learn/))
- CRAN
- Wiki
- Wiki
- Wiki
- Wiki
- Particle Swarm Optimization
- Wiki
- Greedy Function Approximation: A Gradient Boosting Machine
- Code - selector/))
- MLJ
- Code
- Overview of Random Forest Methodology and Practical Guidance with Emphasis on Computational Biology and Bioinformatic - Laure Boulesteix, Silke Janitza, Jochen Kruppa, Inke R. Konig*
- Random Forests
- Feature Selection and Feature Extraction in Pattern Analysis: A Literature Review
- An Introduction to Variational Autoencoders
- Wiki
- An Introduction to Variable and Feature Selection
- A Survey on Feature Selection
- Feature Selection: A Data Perspective
- Consistent Feature Selection for Pattern Recognition in Polynomial Time
- sklearn
- Wiki
- Wiki - learn.org/stable/modules/generated/sklearn.feature_selection.chi2.html))
- Wiki - learn.org/stable/modules/generated/sklearn.feature_selection.f_classif.html))
- Wiki
- Conditional Likelihood Maximisation: A Unifying Framework for Information Theoretic Feature Selection - Jie Zhao, Mikel Lujan*
- Feature Selection Based on Joint Mutual Information
- Estimating mutual information
- Link
- Feature selection based on mutual information: criteria of max-dependency, max-relevance, and min-redundancy
- The Feature Selection Problem: Traditional Methods and a New Algorithm
- Relief-Based Feature Selection: Introduction and Review
- Wiki
- Markov Blanket based Feature Selection: A Review of Past Decade
- Bayesian Network Induction via Local Neighborhoods
- Toward Optimal Feature Selection
- Time and Sample Efficient Discovery of Markov Blankets and Direct Causal Relations
- Feature Selection for High-Dimensional Data: A Fast Correlation-Based Filter Solution
- Consistency-based search in feature selection
- Searching for Interacting Features
- Floating search methods in feature selection
- Adaptive floating search methods in feature selection
- Feature Selection using PSO-SVM - Jui Tu, Li-Yeh Chuang, Jun-Yang Chang, Cheng-Hong Yang*
- CRAN
- GitLab
- Variable selection and validation in multivariate modelling
- Wrappers for feature subset selection
- Regression Shrinkage and Selection via the lasso
- Wiki
- Conditional Variable Importance for Random Forests - Laure Boulesteix, Thomas Kneib, Thomas Augustin, Achim Zeileis*
- Correlation and variable importance in random forests - Pierre*
- Feature Selection for Unsupervised Learning
- Laplacian Score for Feature Selection
- Spectral Feature Selection forSupervised and Unsupervised Learning
- Autoencoders, Unsupervised Learning, and Deep Architectures
- Concrete Autoencoders for Differentiable Feature Selection and Reconstruction
- Stability of Feature Selection Algorithms: a study on high dimensional spaces
- Robust Feature Selection Using Ensemble Feature Selection Techniques
- Stability Selection
- A Novel Weighted Combination Method for Feature Selection using Fuzzy Sets
- The best way to select features
- Feature Selection Methods for Uplift Modeling
- A Feature Subset Selection Algorithm AutomaticRecommendation Method
- Metalearning for Choosing Feature Selection Algorithms in Data Mining: Proposal of a New Framework
- A Novel Meta Learning Framework for Feature Selection using Data Synthesis and Fuzzy Similarity
- Code
- CRAN - Royón, Alfonso Jiménez-Vílchez, Antonio Arauzo-Azofra, José Manuel Benítez*
- CRAN - project.org/archive/2015-2/genuer-poggi-tuleaumalot.pdf))
- Code - project.org/web/packages/spikeSlabGAM/), [Paper](https://www.jstatsoft.org/article/view/v043i14))
- CRAN
- Homepage - feature))
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