Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

Your algorithm gets the following results in a classification experiment, where in the table, 'Id' is the index number, 'Prediction' is the predicted results,

 

Your algorithm gets the following results in a classification experiment, where in the table, 'Id' is the index number, 'Prediction' is the predicted results, 'Target' is the ground truth that the classifier aims to achieve. Please compute the precision, recall, f-measure and accuracy manually (without the help of your computer/Python, please provide all steps and formulas). Include the process to get to the final result. [10%] Prediction Target Id 1 True True 2 True True 3 False True 4 True True 5 True True 6 False True 7 True True 8 True True 9 True True 10 False False 11 False False 12 False False 13 True False 14 False False 15 True False 16 False False 17 False False 18 True False 19 True False 20 False False

Step by Step Solution

There are 3 Steps involved in it

Step: 1

Sure I can analyze the table and answer your questions about precision recall Fmeasure and accuracy Confusion Matrix First lets create a confusion matrix to summarize the results of the classification ... blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image_2

Step: 3

blur-text-image_3

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

Auditing and Assurance Services A Systematic Approach

Authors: William Messier, Steven Glover, Douglas Prawitt

9th edition

1308361491, 77862333, 978-1259248290, 9780077862336, 1259162346, 978-1259162343

More Books

Students also viewed these Finance questions

Question

Compare and contrast the learning theories of Bandura and Rotter.

Answered: 1 week ago