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)
10th Edition
ISBN:9780134753119
Author:Sheldon Ross
Publisher:Sheldon Ross
Chapter1: Combinatorial Analysis
Section: Chapter Questions
Problem 1.1P: a. How many different 7-place license plates are possible if the first 2 places are for letters and...
icon
Related questions
Question
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.
Expert Solution
trending now

Trending now

This is a popular solution!

steps

Step by step

Solved in 4 steps with 3 images

Blurred answer
Similar questions
  • SEE MORE QUESTIONS
Recommended textbooks for you
A First Course in Probability (10th Edition)
A First Course in Probability (10th Edition)
Probability
ISBN:
9780134753119
Author:
Sheldon Ross
Publisher:
PEARSON
A First Course in Probability
A First Course in Probability
Probability
ISBN:
9780321794772
Author:
Sheldon Ross
Publisher:
PEARSON