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Machine Learning Basics: Decision Trees
Warm Up
Machine Learning Vs. Linear Modeling (6:12)
Decision Tree Concepts (7:37)
Getting and Installing WEKA (4:28)
Decision Tree Methods
First Method: RPART (54:08)
Second Method: JRIP (32:47)
Third Method: Random Trees/Random Forests in R (41:32)
Fourth Method: Random Trees/Random Forests in WEKA (8:58)
Wrap Up: Testing and Presenting Findings
Testing Methods: RPART and Random Forest from R (12:44)
Testing Methods: JRIP, and Random Forest from WEKA (13:37)
Presenting Findings to the Lay Audience (22:08)
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Testing Methods: RPART and Random Forest from R
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