Confusion Matrix regarding the results of antigen tests on people who the suspect was infected with Covid-19 with the following results. Predicted YES Predicted NO Actual YES 2000 1000 Actual NO 200 100 From the matrix above, please calculate and explain what is meant by: a. Accuracy b. Error Rate c. Sensitivity d. Specificity e. Precision f. Recall Give your conclusion regarding the test results; also explain whether the test results is it accurate or not? Explain when prediction results are considered accurate and when results predictions are considered inaccurate?

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
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Confusion Matrix regarding the results of antigen tests on people who
the suspect was infected with Covid-19 with the following results. 

                        Predicted YES     Predicted NO
Actual YES           2000                 1000
Actual NO            200                      100

From the matrix above, please calculate and explain what is meant by:
a. Accuracy
b. Error Rate
c. Sensitivity
d. Specificity
e. Precision
f. Recall

Give your conclusion regarding the test results; also explain whether the test results
is it accurate or not? Explain when prediction results are considered accurate and when results
predictions are considered inaccurate?

 

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