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Reduction Techniques for Instance-Based Learning Algorithms
Home
Publications
Reduction Techniques for Instance-Based Learning Algorithms
Reduction Techniques for Instance-Based Learning Algorithms
DW
D. Randall Wilson
D. Randall Wilson
TM
Tony R. Martinez
Tony R. Martinez
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1 January 2000
journal article
Published by
Springer Science and Business Media LLC
in
Machine Learning
Vol. 38
(3)
,
257-286
https://doi.org/10.1023/a:1007626913721
Abstract
No abstract available
Keywords
SLOW EXECUTION SPEED
HIGHEST AVERAGE GENERALIZATION ACCURACY
CLASSIFICATION TASK
ALGORITHMS THATPROVIDE SUBSTANTIAL STORAGE
STORAGE REQUIREMENT
INSTANCE-BASEDLEARNING ALGORITHMS
LARGE MEMORY REQUIREMENTSAND
REDUCTION TECHNIQUES
MAIN PURPOSE
ADDITIONAL REDUCTION
UNIFORM CLASS NOISE
INSTANCE-BASED LEARNING ALGORITHM
PRUNING
CLASSIFICATION
INSTANCE BASED LEARNING
NEAREST NEIGHBOR
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