Prototype Selection for Composite Nearest Neighbor Classifiers (1995)
Selection
of Relevant Features and Examples in Machine Learning (1997)
Avrim L. Blum, Pat Langley
Check its 38 citations
Feature Subset Selection Using A Genetic Algorithm
(1997) (Correct) (48 citations)
Jihoon Yang and Vasant Honavar Artificial
Intelligence Research Group...
Genetic Programming 1997:
Proceedings of the Second Annual Conference
google: "random mutation hill climbing" 53 hits
google: "zero-temperature metropolis" 2 hits
google: "metropolis method" temperature 91 hits
google: "Monte Carlo" "metropolis method" temperature 76 hits
Kohavi, Langley, Yun. The Utility of feature...
DIET: Anneal, Chess, Sgment, Soybean-Large, Vehicle, LED24, Breast,
Hypothid, Mushroom, Vote, LED7
Feature weighting, no improvement using weights
John, Kohavi, Pfleger. 1994. Irrelevant features and the subset selection problem.
Kohavi, John. 1997. Wrappers for feature subset selction.
Breast, Cleve crx, DNA, Horse-colic, Pima, Sick euthyroid, soybean-large.
Scherf, Brauer. 1997. Feature selection by means of a feature weighting
approach
RELIEF, EUBAFS
Vowel, Wisconsin Breast, Pima, Live, WIne, LED7, Mopnks1-3, LED&
Yang, Honavar. Feature subset selection using a genetic algorithm.
Various including wine and Reuters
Kudo, Sklansky. Classifier-indeoendent feature selection...
Mammogram, Sonar, Mushroom
Leave-one-out
N-fold
Bootstrap
Forward selection
Backward selection
Best-first
Forward & Backward selection
Genetic algorithm
Random mutation hill climbing
Fractal dimensions (Traina, Traina, Wi, Faloutsos)
Correlation-based (Hall, Smith)
Genetic algorithm
WINNOW (Blum & Langley)
Rocchio
Widrow-Hoff