Machine Learning theory
1
Linear regression
Statistics and Machine Learning
Preface
Introduction
Mathematic Review
Machine Learning theory
1
Linear regression
Classification
2
Predictive performance
3
Learning, validation, testing
4
k-nearest neighbors (kNN)
5
Discriminant analysis
6
Unsupervised classification
7
Hierachical ascending classification
8
k-means
References
Machine Learning theory
1
Linear regression
1
Linear regression
Machine Learning theory
Classification