"Using create threshold with logistic regression and forward selection"

hmhsing
hmhsing Altair Community Member
edited November 2024 in Community Q&A

I am using forward selection and logistic regression with create threshold, when I put 0.8 in threshold, true in first class and false in second class, the prediction result, however shows true when confidence(false) is greater than 0.8. Is this somthing wrong? Thanks!

 

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Best Answer

  • earmijo
    earmijo New Altair Community Member
    Answer ✓

    RM is behaving exactly the way it is supposed to behave. 

     

    The rule is, given two classes A (let's call it "first class") and B ("second class"):

     

    Classify the observation as class B when confidence(B)>threshold,

    classify it as class A otherwise. 

     

    Short answer: Flip the roles. Put "true" in the "second class" spot. 

Answers

  • earmijo
    earmijo New Altair Community Member
    Answer ✓

    RM is behaving exactly the way it is supposed to behave. 

     

    The rule is, given two classes A (let's call it "first class") and B ("second class"):

     

    Classify the observation as class B when confidence(B)>threshold,

    classify it as class A otherwise. 

     

    Short answer: Flip the roles. Put "true" in the "second class" spot. 

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