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Performance Metrics

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🎯 Time to Practice!

Now that you understand the different performance metrics, use the interactive tool below to modify predicted values and see how the confusion matrix, accuracy, precision, recall, and F1-score change in real-time.

Modify the predicted values to see the updated Confusion Matrix and Performance Metrics.

PatientActual (True Condition)Predicted (Model Output)

Confusion Matrix

True Positives (TP):
0
False Positives (FP):
0
True Negatives (TN):
0
False Negatives (FN):
0

Performance Metrics

  • Accuracy: 0.00
  • Precision: 0.00
  • Recall: 0.00
  • F1-Score: 0.00

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Quick Knowledge Check

Test your understanding before moving on

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