Consider the confusion matrix below, which provides the results of a system designed to identify bananas in a fruit sorting system.. True Class Banana Orange Pear 21 5 Banana 5 20 6 Orange Predicted Class 10 40 Pear (a) Please compute the Precision, Recall and F1 Score in respect of bananas. (b) Would you use this system to identify bananas? Please explain why.

A First Course in Probability (10th Edition)
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ISBN:9780134753119
Author:Sheldon Ross
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Chapter1: Combinatorial Analysis
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Question 1:
Consider the confusion matrix below, which provides the results of a system
designed to identify bananas in a fruit sorting system..
True Class
Banana
Orange
Pear
21
5
Banana
5
20
6
Orange
Predicted Class
10
40
Pear
(a) Please compute the Precision, Recall and F1 Score in respect of bananas.
(b) Would you use this system to identify bananas? Please explain why.
Transcribed Image Text:Question 1: Consider the confusion matrix below, which provides the results of a system designed to identify bananas in a fruit sorting system.. True Class Banana Orange Pear 21 5 Banana 5 20 6 Orange Predicted Class 10 40 Pear (a) Please compute the Precision, Recall and F1 Score in respect of bananas. (b) Would you use this system to identify bananas? Please explain why.
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