E3

Question 1

Confusion matrix

Answer 1

allows visualization of the performance of the model

Question 2

True Positives (TP)

Answer 2

actual positives correctly predicted as positive

Question 3

True Negatives (TN)

Answer 3

actual negatives correctly predicted as negative

Question 4

False Positives (FP)

Answer 4

negatives incorrectly predicted as positive

Question 5

False Negative (FN)

Answer 5

positives incorrectly predicted as negative

Question 6

Accuracy

Answer 6

(TP + TN) / Total

Question 7

Error Rate

Answer 7

(FP + FN) / Total