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data cleaning

mrzhmrzh Member Posts: 1 Newbie
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i have 726 protein sequences and 1253 attribute, when i do removal of duplicates, useless attributes, and correlated features by default setting, only 748 attributes remain. after for decision tree, for some model, i cant gain tree.
is there relationship between number of attribute and drawing decision tree? please help me


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    varunm1varunm1 Moderator, Member Posts: 1,207 Unicorn
    Hello @mrzh

    Are you getting an error or just you are unable to see a decision tree? Did you try the decision tree by removing "Pruning option"?

    You can set a breakpoint before decision tree and observe the data going into it to see if all the 748 attributes are going into it with 726 samples or not.

    Hope this helps.
    Regards,
    Varun
    https://www.varunmandalapu.com/

    Be Safe. Follow precautions and Maintain Social Distancing

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