Preface: Hard Classifications = Class Predictions
Confusion Matrix
Accuracy, Precision, and Recall
F-beta Scores
Classification Metrics by Other Names
Quiz: Hard Classification Metrics
Preface: Soft Classifications = Class Probabilities
ROC AUC
Log Loss
Extending Metrics to Multiclass Problems
Quiz: Soft Classification Metrics
Preface: Classification Metrics in Practice
A Reference for Lesser-Known Classification Metrics
Classification Metrics Selection Guide
Case Studies
Case Studies [SOLUTION]
Congratulations!
Course Conclusion and Cheat Sheet
Classification Metrics Quiz
Conclusion Survey
Course Certificate
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