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Confusion Matrix

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Correlation between the Predicted and Real Outputs

1. Accuracy using Confusion Matrix

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2. Precision

  • Out of all actual values, how many are correctly predicted?
  • Use Case: To Reduce False Positive (true preds. when it is not true)

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3. Recall

  • Out of all predicted values, how many are correctly predicted?
  • Use Case: To Reduce False Negative (false preds. when it is not false)
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