bab 4.1 - 1/44 bab 4 classification: basic concepts, decision trees & model evaluation part 1...
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Bab 4.1 - 1/44
Bab 4Bab 4Classification: Basic Concepts,Classification: Basic Concepts,
Decision Trees & Model Decision Trees & Model EvaluationEvaluation
Part 1Part 1Classification With Decision Classification With Decision
treetreeMuhamad Arief Hidayat
m.arief.h@ub.ac.idmariefh.lecture.ub.ac.id
Bab 4.1 - 2/44
Classification: Definition
Bab 4.1 - 3/44
Example of Classification Task
Bab 4.1 - 4/44
General Approach for Building Classification Model
Bab 4.1 - 5/44
Classification Techniques
Bab 4.1 - 6/44
Example of Decision Tree
Bab 4.1 - 7/44
Another Example of Decision Tree
Bab 4.1 - 8/44
Decision Tree Classification Task
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Apply Model to Test Data
Bab 4.1 - 10/44
Decision Tree Classification Task
Bab 4.1 - 11/44
Decision Tree Induction
Bab 4.1 - 12/44
General Structure of Hunt’s Algorithm
Bab 4.1 - 13/44
Hunt’s Algorithm
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Design Issues of Decision Tree Induction
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Methods for Expression Test Conditions
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