Top Machine Learning Algorithms
Top Machine Learning Algorithms
Decision Trees
Decision Trees
Splitting criterias
Splitting criterias
Build tree
Build tree
Predict results
Predict results
Relevant reading materials:
Relevant reading materials:
Pattern Recognition and Machine Learning (Information Science and Statistics) by Christopher M. Bishop – Chapter 14. Combining Models (p.653 – p.676)
Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville- Chapter 5.7.3. Other Simple Supervised Learning Algorithms
Relevant video lectures:
Relevant video lectures:
Decision Trees and Ensemble Methods | Stanford CS229: Machine Learning