Open kaitejohnson opened 1 week ago
We currently have a separate outlier handling step. We probably want to instead incorporate outlier detection directly into the generative model. One option for doing this is using mixture model, as is described here: https://betanalpha.github.io/assets/case_studies/identifying_mixture_models.html https://betanalpha.github.io/assets/case_studies/mixture_models.html
Problem
We currently have a separate outlier handling step. We probably want to instead incorporate outlier detection directly into the generative model. One option for doing this is using mixture model, as is described here: https://betanalpha.github.io/assets/case_studies/identifying_mixture_models.html https://betanalpha.github.io/assets/case_studies/mixture_models.html
Requirements