ML.NET vs. Create ML: Toxic Text

The first thing I compared was what each framework was telling me about their own level of confidence. Models giving themselves their own confidence level is really interesting and yet curious. Stats are always welcomed but my skepticism lies in the fact that I wonder if test data is truly trustworthy and how vulnerable machine learning assumptions are to human error. At first glance, the numbers suggest it's a tight race with Apple having a slight lead. There are a few variables to this, though.