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Inconsistent rules (a <5 and a < 10 in the same rule) #57

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netisheth opened this issue Oct 10, 2023 · 0 comments

netisheth commented Oct 10, 2023

Let's say we have five numeric input features: a,b,c,d,e,f and target variable y.

When I run a rulefit model using this data, I get the following rule in the result:

a < 5 and a < 10 and b >5 | coeff = 0.23

Is anyone else facing this issue? Any reason why we get a<5 and a<10 in the same rule? How would we interpret the results in this case?

** This is just a sample data output for explanation.

netisheth changed the title ~~Inconsistent rules~~ Inconsistent rules (a <5 and a < 10 in the same rule)

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