What Is True Positive In the Context of Classification Models and Machine Learning?

True Positive

When a model correctly predicts a positive class, when the value belongs to the positive class.

Example

A model flags a credit card transaction as ‘fraud’ when it is actually a fraudulent transaction.

True Positive graphic

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