ID3 Algorithm to Build Decision Tree Buys Computer Solved Example in Machine Learning Mahesh Huddar
Web Notes / Blog: https://www.vtupulse.com/machine-learning/id3-algorithm-decision-tree-solved-example/
Decision Tree ID3 Algorithm Solved Example - 1: https://www.youtube.com/watch?v=gn85J4U4pbw
Decision Tree ID3 Algorithm Solved Example - 2: https://www.youtube.com/watch?v=JO2wiZif2OM
Decision Tree ID3 Algorithm Solved Example - 3: https://www.youtube.com/watch?v=2A8AGfxs0D8
Decision Tree ID3 Algorithm Solved Example - 4: https://youtu.be/KjkE0aB29FM
Decision Tree for Boolean Functions:
1. https://www.youtube.com/watch?v=fs0wsU2sSPQ
2. https://www.youtube.com/watch?v=gn85J4U4pbw
Decision Tree Appropriate Problems:
https://www.youtube.com/watch?v=QLqlS7s53P4
How to find Information Gain and Entropy:
https://www.youtube.com/watch?v=y6VwIcZAUkI
https://www.youtube.com/watch?v=F00X97p5DfI
https://www.youtube.com/watch?v=dDQ7ju8BI7o
Issues in Decision Tree Learning:
https://www.youtube.com/watch?v=3ZAyNV-LfuY
How to handle continuous-valued attributes:
https://www.youtube.com/watch?v=2vIvM4zmyf4
How to find information Gain and Gini Index
https://www.youtube.com/watch?v=wefc_36d5mU
Inductive Bias in ID3 Algorithm:
https://www.youtube.com/watch?v=SVwFJZeWdtg
The following concepts are discussed:
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