APPLICATION OF SUPERVISED LEARNING
SUPPORT VECTOR MACHINE SVM
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Question
[CLICK ON ANY CHOICE TO KNOW THE RIGHT ANSWER]
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Logistic regression is a ____ regression technique that is used to model data having a ____ outcome.
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linear, numeric
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linear, binary
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nonlinear, numeric
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nonlinear, binary
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Explanation:
Detailed explanation-1: -Logistic regression is a regression technique that is used to model data having a outcome. Explanation : Logistic regression is a nonlinear regression technique that is used to model data having a binary outcome.
Detailed explanation-2: -So to answer your question, Logistic regression is indeed non linear in terms of Odds and Probability, however it is linear in terms of Log Odds.
Detailed explanation-3: -Logistic regression is linear in the sense that the predictions can be written as ˆp=11+e−ˆ, where ˆ=ˆ⋅x. Thus, the prediction can be written in terms of ˆ, which is a linear function of x.
There is 1 question to complete.