html Meetings: Machine Learning Coffee Brewing - Step 4: Model Evaluation

Meetings: Machine Learning Coffee Brewing - Step 4: Model Evaluation

Today's meeting topic: Model Evaluation. Because, let's face it, our coffee-brewing model has some issues.

The goal is to evaluate our model's performance and make sure it's not just spitting out mediocre coffee every time. Because, you know, that's not what we're paying our data scientists for.

So, we've got our trusty Model Assessment Tool (MAT) up and running. It's a fancy algorithm that checks our model's accuracy, precision, recall, and F1 score.

We're currently getting some... interesting results:

Not bad, but not great either. We've got some work to do.

Time to break down the numbers:

We've also got some suggestions from our caffeine-fueled employees. They say we should try using more cream.