Discriminative Model

Discriminative Model describes a machine-learning model that learns to distinguish between classes or predict an outcome directly from input data rather than modeling how the data itself was generated. Understanding the concept helps teams make better choices about training data, model quality, evaluation, deployment, and production behavior.