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Video of Data Mining: Lecture no. Five - Classification: Basic Concepts and Techniques in Data Mining course by Ahmed Taha channel, video No. 5 free certified online
Classification: Basic Concepts and Techniques
Definition
General Approach for Building Classification Model
Decision Tree
Hunt’s Algorithm
Methods for Expressing Test Conditions
How to determine the Best Split
Measures of Node Impurity
Gini Index
Entropy
Misclassification error
Handling interactions