How to evaluate Gaussian Process Latent Variable Model¶

Question

I am following a tutorial on Gaussian Process Latent Variable Model here is the link https://pyro.ai/examples/gplvm.html

It is a dimension-reduction method. Now I want to evaluate the model and find the accuracy, confusion matrix is it possible to do so?

Answer 1

I think I have found my answer. I have to make a model that takes the transformed data (dimension-reduced data) as input. After training this model I can evaluate the model.