Generative Classifier Simulation

Explore how different classes are modeled by density functions and see how maximum likelihood estimation is used to estimate parameters and define decision boundaries.

Select Distribution:

Sample Size Per Class: 50

Classifier Performance

Generate data and classify to see metrics

Understanding the Simulation

Select a distribution type and generate data to begin learning about generative classification.

Classifier Performance

Understanding the Simulation

Distribution Information