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Statistical Classification
toncho11 edited this page Oct 24, 2022
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3 categories:
| Type 1 | Type 2 | Type 3 |
|---|---|---|
| Generative model | Discriminative model | Discriminative without probabilistic model |
| Generative learning | Conditional learning | Discriminative learning |
Alternatively 2 categories where the second and the third are called "Desciminative". It seems this second classification is more often used.
| Type 1 | Type 2 |
|---|---|
| Generative model | Discriminative model |
| Generative classifiers (joint distribution) | Discriminative classifiers (conditional distribution or no distribution) |
It seems that more often the two are
| Type | Examples |
|---|---|
| Generative model | GAN |