Page 300 - Ai Book - 10

Here, true positive is an outcome where the model correctly predicts positive reality.

Case II: Does the flood occur there?

Prediction: No True Negative Reality: No

Here, true negative is an outcome where the model correctly predicts the negative reality.
Case III: Does the flood occur there?

Prediction: Yes False Positive Reality: No
Here, the model incorrectly predicts the positive reality. Thus, this case is termed as False Positive.
Case IV: Does the flood occur there?

Prediction: No False Negative Reality: Yes

Here, the model incorrectly predicts the negative reality. Thus this case is termed as False Negative.

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