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Machine Learning

Model evaluation metrics

Confusion matrix, precision/recall, ROC/AUC, regression metrics, choosing right.

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  1. Lesson 1 of 5

    Confusion matrix

    Enroll to open · 6 min read

  2. Lesson 2 of 5

    Precision, recall, F-scores

    Enroll to open · 7 min read

  3. Lesson 3 of 5

    ROC curves and AUC

    Enroll to open · 7 min read

  4. Lesson 4 of 5

    Regression metrics

    Enroll to open · 6 min read

  5. Lesson 5 of 5

    Choosing the right metric

    Enroll to open · 6 min read

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