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Feature Subset Selection Using A Genetic Algorithm
Oleh:
Yang, J.
;
Honavar, V.
Jenis:
Article from Bulletin/Magazine
Dalam koleksi:
IEEE Intelligent Systems vol. 13 no. 2 (1998)
,
page 44-49.
Topik:
GENETICS
;
subset selection
;
genetic algorithm
Ketersediaan
Perpustakaan Pusat (Semanggi)
Nomor Panggil:
II60.4A
Non-tandon:
1 (dapat dipinjam: 0)
Tandon:
tidak ada
Lihat Detail Induk
Isi artikel
Practical pattern - classification and knowledge - discovery problems require the selection of a subset of attributes or features to represent the patterns to be classified. The authors' approach uses a genetic algorithm to select such subsets, achieving multicriteria optimization in terms of generalization accuracy and costs associated with the features.
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