Evaluation

Question 1

Table of confusion

Where do you find the true positives (TP)?

Answer 1

Q1

Question 2

Table of confusion

Where do you find the true negatives (TN)?

Answer 2

Q4

Question 3

Table of confusion

Where do you find the false positives (FP)?

Answer 3

Q3

Question 4

Table of confusion

Where do you find the false negatives (FN)?

Answer 4

Q2

Question 5

Table of confusion

What is another name for false positives?

Answer 5

Type 1 error (Type I error)

Question 6

Table of confusion

What is another name for type 1 error? (Type I error)

Answer 6

False positives

Question 7

Table of confusion

What is another name for false negatives?

Answer 7

Type 2 error (Type II error)

Question 8

Table of confusion

What is another name for a type 2 error? (Type II error)

Answer 8

False negatives

Question 9

Table of confusion

How do you calculate prevalence?

Answer 9

See image

Question 10

Table of confusion

How do you calculate accuracy (ACC)?

Answer 10

See image

Question 11

Table of confusion

How do you calculate balanced accuracy (BA)?

Answer 11

See image

Question 12

Table of confusion

What formula is this? (See image)

Answer 12

Prevalence

Question 13

Table of confusion

What formula is this? (See image)

Answer 13

Accuracy (ACC)

Question 14

Table of confusion

What formula is this? (See image)

Answer 14

Balanced accuracy (BA)

Question 15

Table of confusion

What is the formula for the false omission rate (FOR)?

Answer 15

See image

Question 16

Table of confusion

What is the formula for negative predictive value (NPV)?

Answer 16

See image

Question 17

Table of confusion

What formula is this? (See image)

Answer 17

False omission rate

Question 18

Table of confusion

What formula is this? (See image)

Answer 18

Negative predictive value

Question 19

Table of confusion

What is the abbreviation FOR short for?

Answer 19

False omission rate

Question 20

Table of confusion

What is the abbreviation NPV short for?

Answer 20

Negative predictive value

Question 21

Table of confusion

What is the abbreviation ACC short for?

Answer 21

Accuracy

Question 22

Table of confusion

What is the abbreviation BA short for?

Answer 22

Balanced accuracy

Question 23

Table of confusion

What is the formula for positive predictive value (PPV)?

Answer 23

See image

Question 24

Table of confusion

What is the formula for false discovery rate (FDR)?

Answer 24

See image

Question 25

# Table of confusion What is the formula for the F1 score?

Answer 25

See image

Question 26

# Table of confusion What formula is this? (See image)

Answer 26

Positive predictive value (PPV) = Precision

Question 27

# Table of confusion What formula is this? (See image)

Answer 27

False discovery rate (FDR)

Question 28

# Table of confusion What is another name for Positive predictive value (PPV)?

Answer 28

Precision

Question 29

# Table of confusion What is another name for precision?

Answer 29

Positive predictive value (PPV)

Question 30

# Table of confusion What is PPV an abbreviation for?

Answer 30

Positive predictive value

Question 31

# Table of confusion What is FDR an abbreviation for?

Answer 31

False discovery rate

Question 32

# Table of confusion What formula is this? (See image)

Answer 32

F1 score

Question 33

# Table of confusion What is the formula for the True positive rate TPR)?

Answer 33

See image.

Question 34

# Table of confusion What is the formula for the False positive rate (FPR)?

Answer 34

See image.

Question 35

# Table of confusion What is the formula for the False negative rate (FNR)?

Answer 35

See image.

Question 36

# Table of confusion What is the formula for the True negative rate (TNR)?

Answer 36

See image.

Question 37

# Table of confusion What are the synonyms for True positive rate (TPR)?

Answer 37

Recall, sensitivity (SEN)

Question 38

# Table of confusion What are the synonyms for Recall?

Answer 38

True positive rate (TPR), sensitivity (SEN)

Question 39

# Table of confusion What are the synonyms for sensitivity (SEN)?

Answer 39

True positive rate (TPR), recall

Question 40

# Table of confusion What are some less used synonyms for True positive rate (TPR)? (3)

Answer 40

- Probability of detection - hit rate - power

Question 41

# Table of confusion What is the abbreviation TPR short for?

Answer 41

True positive rate

Question 42

# Table of confusion What is the synonym for the false negative rate (FNR)?

Answer 42

Miss rate

Question 43

# Table of confusion What is the synonym for the miss rate?

Answer 43

False negative rate (FNR)

Question 44

# Table of confusion What is the abbreviation FNR short for?

Answer 44

False negative rate

Question 45

# Table of confusion What are the synonyms for False positive rate (FPR)?

Answer 45

probability of false alarm, fall-out

Question 46

# Table of confusion What are probability of false alarm and fall-out synonyms for?

Answer 46

False positive rate (FPR)

Question 47

# Table of confusion What is FPR short for?

Answer 47

False positive rate

Question 48

# Table of confusion What are the synonyms for True negative rate (TNR)?

Answer 48

Specificity (SPC), selectivity

Question 49

# Table of confusion What is a synonym for selectivity?

Answer 49

True negative rate (TNR)

Question 50

# Table of confusion What is a synonym for Specificity (SPC)?

Answer 50

True negative rate (TNR)

Question 51

# Table of confusion What is TNR short for?

Answer 51

True negative rate

Question 52

# Table of confusion What is the formula in Q1? (See image)

Answer 52

True positive rate (TPR)

Question 53

# Table of confusion What is the formula in Q2? (See image)

Answer 53

False negative rate (FNR)

Question 54

# Table of confusion What is the formula in Q3? (See image)

Answer 54

False positive rate (FPR)

Question 55

# Table of confusion What is the formula in Q4? (See image)

Answer 55

True negative rate (TNR)