Use the following confusion matrices to answer Questions 4 – 13. Please note that some of the questions may have a single correct answer, while some questions may have multiple correct answers. A Classifier Predicted class True class No Yes No 75 75 Yes 75 75 B Classifier Prediction True No Yes No 0 50 Yes 0 250 C Classifier Prediction True No Yes No 0 149 Yes 0 151 D Classifier Prediction True No Yes No 25 25 Yes 125 125 E Classifier Prediction True No Yes No 149 0 Yes 151 0 F Classifier Prediction True No Yes No 50 0 Yes 200 50 G Classifier Prediction True No Yes No 10 40 Yes 10 240 H Classifier Prediction True No Yes No 30 20 Yes 35 215 1 - Which classifier is a random classifier? (Multiple Answers) Group of answer choices A B C D E F G H 2 - Which classifier is a majority-rule classifier? (Multiple Answers) Group of answer choices A B C D E F G H 3 - Which classifier has the highest precision rate for the Yes class? Group of answer choices A B C D E F G H 4 - Which classifier has the highest recall rate for the Yes class? (Multiple Answers) Group of answer choices A B C D E F G H 5 - Which classifier has the highest precision rate for the No class? (Multiple Answers) Group of answer choices A B C D E F G H 6 - Which classifier has the highest recall rate for the No class? (Multiple Answers) Group of answer choices B C D H E F A
Use the following confusion matrices to answer Questions 4 – 13. Please note that some of the questions may have a single correct answer, while some questions may have multiple correct answers.
A Classifier | Predicted class | |
True class | No | Yes |
No | 75 | 75 |
Yes | 75 | 75 |
B Classifier | Prediction | |
True | No | Yes |
No | 0 | 50 |
Yes | 0 | 250 |
C Classifier | Prediction | |
True | No | Yes |
No | 0 | 149 |
Yes | 0 | 151 |
D Classifier | Prediction | |
True | No | Yes |
No | 25 | 25 |
Yes | 125 | 125 |
E Classifier | Prediction | |
True | No | Yes |
No | 149 | 0 |
Yes | 151 | 0 |
F Classifier | Prediction | |
True | No | Yes |
No | 50 | 0 |
Yes | 200 | 50 |
G Classifier | Prediction | |
True | No | Yes |
No | 10 | 40 |
Yes | 10 | 240 |
H Classifier | Prediction | |
True | No | Yes |
No | 30 | 20 |
Yes | 35 | 215 |
1 - Which classifier is a random classifier? (Multiple Answers)
Group of answer choices
A
B
C
D
E
F
G
H
2 - Which classifier is a majority-rule
classifier? (Multiple Answers)
Group of answer choices
A
B
C
D
E
F
G
H
3 - Which classifier has the highest precision rate for the Yes class?
Group of answer choices
A
B
C
D
E
F
G
H
4 - Which classifier has the highest recall rate for the Yes class? (Multiple Answers)
Group of answer choices
A
B
C
D
E
F
G
H
5 - Which classifier has the highest precision rate for the No class? (Multiple Answers)
Group of answer choices
A
B
C
D
E
F
G
H
6 - Which classifier has the highest recall rate for the No class? (Multiple Answers)
Group of answer choices
B
C
D
H
E
F
A
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