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Case II: Did a flood occur here?





















                Prediction : No                         True Negative                          Reality : No


        Here, the negative prediction of no flood made by the model matches the reality of no flood. This is called a True
        Negative (TN).

        Case III: Did a flood occur here?





















                Prediction : Yes                        False Positive                         Reality : No


        Here, the positive prediction of a flood made by the model does not match with the reality of no flood. This is
        called a False Positive (FP).

        Case IV: Did a flood occur here?



















                Prediction : No                         False Negative                         Reality : Yes



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