A Survey of Evolutionary Algorithms for Data Mining and...

Main
Computers - Algorithms and Data Structures
A Survey of Evolutionary Algorithms for...

A Survey of Evolutionary Algorithms for Data Mining and Knowledge Discovery

Freitas A.A.

0 / 0

0 comments

이 책이 얼마나 마음에 드셨습니까?

파일의 품질이 어떻습니까?

책의 품질을 평가하시려면 책을 다운로드하시기 바랍니다

다운로드된 파일들의 품질이 어떻습니까?

This chapter discusses the use of evolutionary algorithms, particularly genetic algorithms and genetic programming, in data mining and knowledge discovery. We focus on the data mining task of classification. In addition, we discuss some preprocessing and postprocessing steps of the knowledge discovery process, focusing on attribute selection and pruning of an ensemble of classifiers. We show how the requirements of data mining and knowledge discovery influence the design of evolutionary algorithms. In particular, we discuss how individual representation, genetic operators and fitness functions have to be adapted for extracting high-level knowledge from data.

카테고리:

Computers - Algorithms and Data Structures

언어:

english

페이지:

파일:

PDF, 234 KB

IPFS:

english0

온라인으로 읽기