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  • Weka数据挖掘平台

    Explorer: menu selection and form filling

    缺点:when you open a dataset, it immediately loads it all in. This means that the Explorer can only be applied to small- to medium-size problems.

    Knowledge  Flow : allows you to design configurations for streamed data processing

    用来处理增量数据算法

    Experimenter: designed  to  help  you  answer  a  basic practical  question  when  applying  classification  and  regression  techniques

    allows you to automate the process by  making  it  easy  to  run  classifiers  and  filters  with  different  parameter  settings on  a  corpus  of  datasets,to  collect  performance  statistics,  and  to  perform  sig-nificance  tests

    Simple  CLI  : the  old-fashioned command-line interface.

    Weka数据格式

     add the dataset’s name using the @relation tag,

    the attribute information  using  @attribute,

     and  an  @data  line

    @relation weather
    
    @attribute outlook {sunny, overcast, rainy}
    @attribute temperature numeric
    @attribute humidity numeric
    @attribute windy {TRUE, FALSE}
    @attribute play {yes, no}
    
    @data
    sunny,85,85,FALSE,no
    sunny,80,90,TRUE,no
    overcast,83,86,FALSE,yes
    rainy,70,96,FALSE,yes
    rainy,68,80,FALSE,yes
    rainy,65,70,TRUE,no
    overcast,64,65,TRUE,yes
    sunny,72,95,FALSE,no
    sunny,69,70,FALSE,yes
    rainy,75,80,FALSE,yes
    sunny,75,70,TRUE,yes
    overcast,72,90,TRUE,yes
    overcast,81,75,FALSE,yes
    rainy,71,91,TRUE,no
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  • 原文地址:https://www.cnblogs.com/yican/p/3757995.html
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