Researchers from various. . 2. Their respective roles are to “classify” and to “predict. .
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• Classification—a classical problem extensively studied by statisticians and machine learning researchers • Scalability: Classifying data sets with millions of examples and hundreds of attributes with reasonable speed • Why decision tree induction in data mining? o Relatively faster learning speed (than other classification methods). Jan 1, 2012 · Scalability and efficiency is the major problem for classification algorithms in data mining, for large databases. Each answer then. This paper concerns the evolutionary induction of decision trees (DT) for large-scale data. . . This process of top-down induction of decision trees (TDIDT) is an example of a greedy algorithm, and it is by far the most common strategy for learning decision trees from data.
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Efficiency and scalability are fundamental issues concerning data mining in large databases.
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Here are a few examples to help contextualize how decision.
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