RapidMiner

need some help for employee attrition

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Learner I Nivlac
Learner I

need some help for employee attrition

Hi i trying to predict what attributes resulting to employees attrition using decision tree... however the results came out only with branch one to 1 attributes. Not sure where gone wrong... 

 

i had attributions like attrition, education level, years in company, satisfaction level and so on.

 

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Thanks in advance! Smiley Happy

2 REPLIES
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RM Staff
RM Staff
Solution

Re: need some help for employee attrition

Hi,

 

Sometimes it is hard for a decision tree to separate the classes and the tree collapses into a single node.  Please check the following article for ideas how to change parameters to avoid this.  Alternatively, you can also try a different learner of course.

 

http://community.rapidminer.com/t5/RapidMiner-Studio-Knowledge-Base/My-Decision-Tree-Shows-only-one-...

 

Hope this helps,

Ingo


How to load processes in XML from the forum into RapidMiner: Read this!
Learner I Nivlac
Learner I

Re: need some help for employee attrition

Thank you!