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Chapter 04

Is your model any good?

Accuracy is the lying default. Precision, recall, the confusion matrix, and the discipline of detecting an overfit before it embarrasses you in production.

In this chapter

Sections in this chapter

  1. I Section

    Accuracy, and why it lies

    0 / 2 exercises

  2. II Section

    Precision, recall, and the confusion matrix

    0 / 2 exercises

  3. III Section

    Overfitting: when a model just memorises

    0 / 2 exercises