Irrelevant Features and the Subset Selection Problem

George H. John; Ron Kohavi; Karl Pfleger

doi:https://doi.org/10.1016/b978-1-55860-335-6.50023-4

Irrelevant Features and the Subset Selection Problem

1994 · Elsevier eBooks · 2,388 citations · 6 from inside this corpus

George H. John, Ron Kohavi, Karl Pfleger low

No abstract in the source record.

13 of 13 neighbouring works in this corpus. Blue is what this paper cites; orange is what cites it, and a dashed line is one neighbour citing another. Only the largest labels are drawn — every node carries its full title on hover.

this paper works it cites works citing it node size = global citations · hover for the full title

Citation edge evidence

Each row is directed from the citing work to the cited work. Source status remains readable without the interactive graph.

Wrappers for feature subset selection→Irrelevant Features and the Subset Selection ProblemLegacy edge — source detail unavailable
Machine learning in automated text categorization→Irrelevant Features and the Subset Selection ProblemLegacy edge — source detail unavailable
Bayesian Network Classifiers→Irrelevant Features and the Subset Selection ProblemLegacy edge — source detail unavailable
Selection of relevant features and examples in machine learning→Irrelevant Features and the Subset Selection ProblemLegacy edge — source detail unavailable
Estimating Continuous Distributions in Bayesian Classifiers→Irrelevant Features and the Subset Selection ProblemLegacy edge — source detail unavailable
Feature subset selection using a genetic algorithm→Irrelevant Features and the Subset Selection ProblemLegacy edge — source detail unavailable
Irrelevant Features and the Subset Selection Problem→C4.5: Programs for Machine LearningLegacy edge — source detail unavailable
Irrelevant Features and the Subset Selection Problem→Induction of Decision TreesLegacy edge — source detail unavailable
Irrelevant Features and the Subset Selection Problem→Induction of decision treesLegacy edge — source detail unavailable
Irrelevant Features and the Subset Selection Problem→A Practical Approach to Feature SelectionLegacy edge — source detail unavailable
Irrelevant Features and the Subset Selection Problem→Pattern recognition : a statistical approachLegacy edge — source detail unavailable
Irrelevant Features and the Subset Selection Problem→The feature selection problem: traditional methods and a new algorithmLegacy edge — source detail unavailable
Irrelevant Features and the Subset Selection Problem→Learning Quickly When Irrelevant Attributes Abound: A New Linear-Threshold AlgorithmLegacy edge — source detail unavailable
A Practical Approach to Feature Selection→Pattern recognition : a statistical approachLegacy edge — source detail unavailable
A Practical Approach to Feature Selection→The feature selection problem: traditional methods and a new algorithmLegacy edge — source detail unavailable
Bayesian Network Classifiers→Estimating Continuous Distributions in Bayesian ClassifiersLegacy edge — source detail unavailable
Bayesian Network Classifiers→Wrappers for feature subset selectionLegacy edge — source detail unavailable
Bayesian Network Classifiers→C4.5: Programs for Machine LearningLegacy edge — source detail unavailable
The feature selection problem: traditional methods and a new algorithm→A Practical Approach to Feature SelectionLegacy edge — source detail unavailable
Wrappers for feature subset selection→A Practical Approach to Feature SelectionLegacy edge — source detail unavailable
Wrappers for feature subset selection→Pattern recognition : a statistical approachLegacy edge — source detail unavailable
Wrappers for feature subset selection→The feature selection problem: traditional methods and a new algorithmLegacy edge — source detail unavailable
Wrappers for feature subset selection→C4.5: Programs for Machine LearningLegacy edge — source detail unavailable
Wrappers for feature subset selection→Induction of Decision TreesLegacy edge — source detail unavailable
Wrappers for feature subset selection→Induction of decision treesLegacy edge — source detail unavailable
Selection of relevant features and examples in machine learning→A Practical Approach to Feature SelectionLegacy edge — source detail unavailable
Selection of relevant features and examples in machine learning→Pattern recognition : a statistical approachLegacy edge — source detail unavailable
Selection of relevant features and examples in machine learning→Wrappers for feature subset selectionLegacy edge — source detail unavailable
Selection of relevant features and examples in machine learning→C4.5: Programs for Machine LearningLegacy edge — source detail unavailable
Selection of relevant features and examples in machine learning→Learning Quickly When Irrelevant Attributes Abound: A New Linear-Threshold AlgorithmLegacy edge — source detail unavailable
Feature subset selection using a genetic algorithm→A Practical Approach to Feature SelectionLegacy edge — source detail unavailable

What this paper cites, inside the corpus

Paper	Year	Cited
C4.5: Programs for Machine Learning	1992	23,704
Induction of Decision Trees	1986	15,020
Induction of decision trees	1986	12,427
A Practical Approach to Feature Selection	1992	2,996
Pattern recognition : a statistical approach	1982	2,927
The feature selection problem: traditional methods and a new algorithm	1992	1,839
Learning Quickly When Irrelevant Attributes Abound: A New Linear-Threshold Algorithm	1988	1,382

What cites it, inside the corpus

Paper	Year	Cited
Wrappers for feature subset selection	1997	8,991
Machine learning in automated text categorization	2002	7,945
Bayesian Network Classifiers	1997	4,754
Selection of relevant features and examples in machine learning	1997	3,309
Estimating Continuous Distributions in Bayesian Classifiers	2013	2,925
Feature subset selection using a genetic algorithm	1998	1,369

Links

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Topics

Machine Learning and Data Classification	Computer Science
Data Mining Algorithms and Applications	Computer Science
Rough Sets and Fuzzy Logic	Computer Science

Is this record sound?

complete

Nothing in this record contradicts itself and no field we check is missing.

supports3 author record(s) attached.
supports50 reference(s) recorded.
neutralThe DOI carries no year to check against.
supportsA title is present.

Provenance

Everything above was read from one stored OpenAlex payload, fetched 2026-09-04T03:58:49+00:00.

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