I started adapting the Abalone pipelines example to fit my use case, and I noticed a little late that the StandardScaler is thrown away. We would need to know these scaling factors in order to get a prediction.
This seems like a huge flaw in the example since it's a lot of code to fix, and the model we generated isn't usable.
