We developed three different classifers with three different methods (method A, method B. and method C The ROC curve of each method is shown in the figure below. Each ROC is labeled according to the method's name. Select the correct statement. A. В. C. 10 1.0 10 0.8 0.8 0.6 06 0.4 04 0.4 0.2 02 02 0.0 10 0.0 0.0 02 04 06 G8 02 04 0.6 1-specificity 0.8 0.2 0.4 0.6 0.8 1.0 00 10 1-specificity 1-specificity O Method Cis as good as a random classification O Method A and B are comparable in terms of accuracy and performance. O Arta under ROC (AUC of method B is greater than the AUC of method A

Computer Networking: A Top-Down Approach (7th Edition)
7th Edition
ISBN:9780133594140
Author:James Kurose, Keith Ross
Publisher:James Kurose, Keith Ross
Chapter1: Computer Networks And The Internet
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We developed three different classihers with three different methods (method A, method B, and method C). The ROC curve of
each method is shown in the figure below. Each ROC is labeled according to the method's name. Select the correct statement,
A.
В.
C.
1.0
1.0
10
0.8
0.8
0.8
0.6
0.6
0.6
0.4
0.4
0.4
0.2
02
02
0.0
0.0
0.0
1.0
0.0
0.0
02 0.4
0.6
0.8
0.2
0.4
0.6
0.8
1.0
00
0.2
0.4 06
10
1-specificity
1-specificity
1-specificity
O Method C is as good as a random classification
O Method A and Bare comparable in terms of accuracy and performance.
O Area under ROC (AUC) of method B is greater than the AUC of method A
Transcribed Image Text:We developed three different classihers with three different methods (method A, method B, and method C). The ROC curve of each method is shown in the figure below. Each ROC is labeled according to the method's name. Select the correct statement, A. В. C. 1.0 1.0 10 0.8 0.8 0.8 0.6 0.6 0.6 0.4 0.4 0.4 0.2 02 02 0.0 0.0 0.0 1.0 0.0 0.0 02 0.4 0.6 0.8 0.2 0.4 0.6 0.8 1.0 00 0.2 0.4 06 10 1-specificity 1-specificity 1-specificity O Method C is as good as a random classification O Method A and Bare comparable in terms of accuracy and performance. O Area under ROC (AUC) of method B is greater than the AUC of method A
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