MACHINE LEARNING
INTRODUCTION
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Question
[CLICK ON ANY CHOICE TO KNOW THE RIGHT ANSWER]
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Which of the following algorithms are parametric?
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Decision Tree
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Logistic regression
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KNN
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Multiple linear regression
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Explanation:
Detailed explanation-1: -Linear models, generalized linear models, and nonlinear models are examples of parametric regression models because we know the function that describes the relationship between the response and explanatory variables.
Detailed explanation-2: -We mentioned that linear SVM is an example of a parametric model. This is because basic support vector machines are linear classifiers. However, SVMs that are not constrained by a set number of parameters are considered non-parametric.
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