Discriminative Model

Creator
Creator
Seonglae Cho
Created
Created
2023 Mar 30 1:14
Editor
Edited
Edited
2025 Feb 4 14:28

Goal is directly model & estimate posterior probability

클래스 간 차이에 집중해 학습
We define a generative model as fully specifying. For non-generative
Discriminative Model
model, we are only interested in a conditional mapping p(yx)p(y|x)
Posterior
직접 모델링하기 때문에, 보통 분류 작업에서 더 효율적이고 정확한 결과
Require positive and negative training data, Can be hard to interpret
Discriminant Analysis Methods
 
 
notion image
Alex Holub
Alex Holub
 
 
 
 
 
 
 

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