Concepedia

A novel random multi-subspace based ReliefF for feature selection

Baoshuang Zhang, Yanying Li, Zheng Chai

Knowledge-Based Systems · 2022 · 45 citations · 30 references

Concepts

ComputingComputer ScienceData ScienceData MiningFeature EngineeringMachine LearningDimension ReductionDimensionality ReductionEnsemble MethodsFeature ExtractionFeature SelectionRepresentation LearningFeature Dimensionality ReductionFeature Subset SelectionHigh-dimensional Feature SelectionSparse Feature SelectionUnsupervised Feature Selection

References

30

Regression Shrinkage and Selection Via the Lasso

Robert Tibshirani · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1996 · 51.8K citations

Business, Biostatistics, Computer Science +17

Classification and Regression Trees.

Alexander Gordon, Leo Breiman, Jerome H. Friedman et al. · Biometrics · 1984 · 23.9K citations

Computing, Computer Science, Mathematics +13

Individual Comparisons by Ranking Methods

Frank Wilcoxon · Biometrics Bulletin · 1945 · 14.4K citations

Business, Computer Science, Multi-criteria Decision Making +8

An introduction to variable and feature selection

GuyonIsabelle, ElisseeffAndré · Journal of Machine Learning Research · 2003 · 7.9K citations

Computing, Computer Science, Data Science +14

An Introduction to Variable and Feature Selection.

2003 · 6.6K citations

Computing, Computer Science, Data Science +16