【ML】Model

Generative model:

1. Model the distribution of individual classes.

2. Interested in how X(feature) and Y(label: green or yellow) occurs at the same time.

3. Uses joint probability: P(x, y) = p(y) * p(x|y)

P(x, y) is the score to determine whether X is either y1(green) or y2(yellow)

Discriminative model: Learn the boundaries between classes.

https://www.youtube.com/watch?v=HHNESCbZqUg&t=215s

https://zhuanlan.zhihu.com/p/146503132