Explain false positives$($FP$)$ and false negatives$($FN$).$

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Part $1$

False positives$($FP$)$ are

$$

negatives correctly predicted as negatives.

negatives incorrectly predicted as positives.

positives correctly predicted as positives.

positives incorrectly predicted as negatives.

False negatives$($FN$)$ are

$$

negatives correctly predicted as negatives.

negatives incorrectly preducted as positives.

positives correctly predicted as positives.

positives incorrectly predicted as negatives.