feat: model and prediction details

[Fersoil]

Feature Description

To summarize the models fitted for the analytes, we could add some basic info about the model and predictions into an html report.

Use Case

The general use case is to use these information in the html report, but such summary of prediction could be added as an output to the predict function

Reference Issues

No response

Additional Context

No response