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Data MiningDefine with suitable examples of each of the following data mining functionalities: * data characterization * data association * data discrimination20237mData MiningClassification is a process of: (i) Assigning data to predefined classes (ii) Dividing data into clusters (iii) Summarizing data (iv) Cleaning data20252mData Mining________ is an example of predictive type of data mining whereas ________ is an example of descriptive type of data mining. (i) Association Rule, Clustering (ii) Association Rule, Classification (iii) Classification, Clustering (iv) Clustering, Classification20232mData MiningWhat is data classification? How does it differ from prediction?20227m
PreviousWhich of the following does not involve in data mining? (i) Knowledge extraction (ii) Data archaeology (iii) Data exploration (iv) Data transformationNextBayesian classifiers is (i) a class of learning algorithm that tries to find an optimum classification of a set of examples using the probabilistic theory (ii) any mechanism employed by a learning system to constrain the search space of a hypothesis (iii) an approach to the design of learning algorithms that is inspired by the fact that when people encounter new situations, they often explain them by reference to familiar experiences, adapting the explanations to fit the new situation (iv) None of the above
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