Information Selection and Data Compression RapidMiner Library

被引：3

作者：

Blachnik, Marcin ^{[1
]}

Kordos, Miroslaw ^{[2
]}

机构：

[1] Silesian Tech Univ, Dept Appl Informat, Krasinskiego 8, Katowice, Poland

[2] Univ Bielsko Biala, Dept Comp Sci & Engn, Willowa 2, Bielsko Biala, Poland

来源：

MACHINE INTELLIGENCE AND BIG DATA IN INDUSTRY | 2016年 / 19卷

关键词：

D O I：

10.1007/978-3-319-30315-4_12

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

We present an Information Selection and Data Compression RapidMiner Library, which contains several known instance selection algorithms and several algorithms developed by us for classification and regression tasks. We present the motivation for creating the library and the need for developing new instance selection algorithms or extending the existing ones. We discuss how the library works and how to use it.

引用

页码：135 / 145

页数：11

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