Lecture 4: Gaussian Discriminant Analysis
In this lecture, we will learn about the first set of machine learning models, which are also the first group of classifiers, namely Gaussian Discriminant Analysis. In addition, we will also learn how to evaluate the performance of a classifier. We will introduce several different statistics to assess a classifier from different perspectives, thereby enriching model evaluation methods beyond just accuracy.
Outline:
- 4.1 Basic Ideas
- 4.2 Classifier constructed based on Gaussian model
- 4.3 Further Discussion
- 4.4 Model Evaluation
