什么是Weka?
Waikato Environment for Knowledge Analysis(怀卡托智能分析环境)取单词首字母简称Weka
It’s a data mining/machine learning tool developed by Department of Computer Science, University of Waikato, New Zealand.
Weka is also a bird found only on the islands of New Zealand.
下载网址
http://www.cs.waikato.ac.nz/~ml/weka/index.html
Support multiple platforms (written in java):
Windows, Mac OS X and Linux
Main Features:
49 data preprocessing tools
76 classification/regression algorithms
8 clustering algorithms
3 algorithms for finding association rules
15 attribute/subset evaluators + 10 search algorithms for feature selection
Main GUI:
Four graphical user interfaces
“The Explorer” (exploratory data analysis)
“The Experimenter” (experimental environment)
“The KnowledgeFlow” (new process model inspired interface)
Simple CLI 命令行界面(Command Line Interface for batch scripting)