COMPUTER SCIENCE AND ENGINEERING
MACHINE LEARNING
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Question
[CLICK ON ANY CHOICE TO KNOW THE RIGHT ANSWER]
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Which among the following is not true for a Bayesian classifier?
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A (natural) class is to predict the values of features for members of that class.
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It is a probabilistic model.
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It is based on Bayes’ theorem.
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It is not used in data mining.
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Explanation:
Detailed explanation-1: -(D) It assumes the independence between the independent variables or features. Explanation: Bayes classifier internally uses the concept of Bayes theorem for doing the predictions for unseen data points.
Detailed explanation-2: -Answer-C) Data transformation is not involved in data mining.
Detailed explanation-3: -Answer» B. attributes are statistically dependent of one another given the class value.
Detailed explanation-4: -Important Points From the given option, the following statements are true regarding data mining: Predicting future trends based on information available. Analysing demographic information about customers. Credit risk analysis.
There is 1 question to complete.