Jon Wood shows the importance of model explainability and a few ways you can do this ML.NET with linear regression models in this video.

Related links:

Paper mentioned in video and where wolf vs husky photo is from – https://arxiv.org/pdf/1602.04938.pdf

Code – https://github.com/jwood803/MLNetExamples/blob/master/MLNetExamples/ModelExplainability/Program.cs

ML.NET Playlist – https://www.youtube.com/watch?v=8gVhJKszzzI&list=PLl_upHIj19Zy3o09oICOutbNfXj332czx