feature selection

649 papers

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Also known as

RFECV FS

Co-occurring keywords

support vector machine (976) dimensionality reduction (720) sparse optimization (246) kernel methods (1096) variable selection (146) sparse regression (175) convex optimization (1320) text classification (6776) high-dimensional datum (157) unsupervised learning (3255)

Papers

Active Learning with Feedback on Features and Instances JMLR 2006

Estimation of Gradients and Coordinate Covariation in Classification JMLR 2006

On Model Selection Consistency of Lasso JMLR 2006

Multi-Task Feature Learning NIPS 2006

Feature Selection for Unsupervised and Supervised Inference: The Emergence of Sparsity in a Weight-Based Approach JMLR 2005

Randomized Variable Elimination JMLR 2004

Efficient Feature Selection via Analysis of Relevance and Redundancy JMLR 2004

Model Averaging for Prediction with Discrete Bayesian Networks JMLR 2004

Feature Selection for Unsupervised Learning JMLR 2004

Fast Binary Feature Selection with Conditional Mutual Information JMLR 2004

Second Order Cone Programming Formulations for Feature Selection JMLR 2004

Use of the Zero-Norm with Linear Models and Kernel Methods JMLR 2003

Ranking a Random Feature for Variable and Feature Selection JMLR 2003

Extensions to Metric-Based Model Selection JMLR 2003

Grafting: Fast, Incremental Feature Selection by Gradient Descent in Function Space JMLR 2003

An Empirical Study of the Use of Relevance Information in Inductive Logic Programming JMLR 2003

An Extensive Empirical Study of Feature Selection Metrics for Text Classification JMLR 2003

Benefitting from the Variables that Variable Selection Discards JMLR 2003

Variable Selection Using SVM-based Criteria JMLR 2003

An Introduction to Variable and Feature Selection JMLR 2003

Memory-Based Shallow Parsing JMLR 2002

Minimal Kernel Classifiers JMLR 2002

Sparse Bayesian Learning and the Relevance Vector Machine JMLR 2001

Learning with Mixtures of Trees JMLR 2000