Burning Calories

Give Me that Data

Load the Data

There were some times that had hours, minutes, and seconds. I converted everything to seconds.

Train the model

Easy Peasy Lemon Squeezy

Scoring and Hypertuning!!!

Feature Importance
MAEs and R² after removing “Number of Laps”
Updated Scores After Hyperparameter Tuning
Everything in one spot

Let Look at Some Pictures!

Pretty colors, red is good, blue is negative good :)

What’s the Conclusion?

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