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Data Mining 1
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Which Tree-shaped structures represent sets of decisions?
Options
- Decision Trees
- B+ Trees
- Binary Trees
- None of the Above
CORRECT ANSWER : Decision Trees
Discussion Board
Decision trees
Decision trees represent sets of decisions. These decisions generate rules for the classification of a dataset. Specific decision tree methods include Classification and Regression Trees (CART) and Chi Square Automatic Interaction Detection (CHAID) . CART and CHAID are decision tree techniques used for classification of a dataset. They provide a set of rules that you can apply to a new (unclassified) dataset to predict which records will have a given outcome. CART segments a dataset by creating 2-way splits while CHAID segments using chi square tests to create multi-way splits. CART typically requires less data preparation than CHAID.
Prajakta Pandit 03-21-2017 07:41 AM
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