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SDGSD43
Calcite | Level 5

What is adjustments in split worth criteria?

 

What it is doing?

 

How it is helping for the model?

 

Much appreciate your answers 

1 REPLY 1
gcjfernandez
SAS Employee
When decision tree modeling with chi-square (Nominal target) or F-test (Interval target) are used, to control the comparison wise error rates associated with comparing many split points Bonferroni and Kass adjustments are made to the log woth statistics. This adjustments minimizes over fitting. Please read this paper: https://www.aaai.org/Papers/KDD/1997/KDD97-038.pdf

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