Tips

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Tip #6

Robust measurement of percentage errors metrics

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Tip #5

Measuring performance on sub-groups

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Tip #4

Visualizing your model performance doesn't have to be a complex task!

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All Tips

Tip #1

Tip #1 - Benefits of using multiple test sets. Gain better insights regarding you model robustness

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Tip #2

Tip #2 - Is your model calibrated? Probability calibration: why it matters and how to measure it

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Tip #3

What is a "good enough" performance? Tip: Use an ongoing baseline model in production to benchmark your performance

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