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http://repository.ipb.ac.id/handle/123456789/45578
Title: | Pembandingan stabilitas algoritma seleksi fitur menggunakan transformasi ranking normal Vol 6, No 2, 2008 |
Authors: | Djatna, Taufik Morimoto, Yasuhiko |
Issue Date: | 2008 |
Publisher: | Bogor Agricultural University (IPB) |
Series/Report no.: | Vol 6;No 2 |
Abstract: | We address the need for evaluating the ranking robustness on different classifiers in feature selection algorithm. We propose a normalized rank transformation metric to compare the stability on classifying target class on training and testing dataset. Using stability comparison is a promising effort to improve the choice decision on deploying any feature selection algorithms. We also show relationship between stability and scalability |
URI: | http://repository.ipb.ac.id/handle/123456789/45578 |
Appears in Collections: | Jurnal Ilmu Komputer |
Files in This Item:
File | Description | Size | Format | |
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3125-8157-1-PB.pdf | E-Journal | 77.44 kB | Adobe PDF | View/Open |
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