8000 Inconsistent rules (a <5 and a < 10 in the same rule) · Issue #57 · christophM/rulefit · GitHub
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Inconsistent rules (a <5 and a < 10 in the same rule) #57
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Inconsistent rules (a <5 and a < 10 in the same rule)#57
@netisheth

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@netisheth
netisheth
opened on 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.

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