Discriminative models, also referred to as conditional models, are a class of models frequently used for classification. In machine learning, it typically models the conditional distribution P(Y∣X), or it learns a direct decision rule that maps inputs X to outputs Y. Discriminative models are commonly used for classification and regression, where the main goal is accurate prediction on new data.
Discriminative models, also referred to as conditional models, are a class of models frequently used for classification. In machine learning, it typically models the conditional distribution P(Y∣X), or it learns a direct decision rule that maps inputs X to outputs Y. Discriminative models are commonly used for classification and regression, where the main goal is accurate prediction on new data.
Source: Wikipedia "Discriminative model" · CC BY-SA 4.0
Share this article: X · Bluesky