Code entire classification tree in Python
In this lecture we build an entire classification tree in Python, for the heart disease classification problem
0:00 Problem description
4:28 Understanding the dataset
16:49 Identifying missing data
23:05 Dealing with missing data
29:40 Data splitting
33:30 One hot encoding
45:11 Building the decision tree
57:43 Cost complexity pruning
1:07:30 Cross validation
1:14:07 Building final tree
1:16:51 Interpreting final tree
1:26:53 Conclusion and summary
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