Portions of computer software code that may contain undetected defects are called blind spots. The issue of
Question:
a. Accuracy is defined as the probability that the prediction algorithm is correct. Write a formula for accuracy as a function of the table values a, b, c, and d.
b. The detection rate is defined as the probability that the algorithm predicts a defect, given that the module actually is a defect. Write a formula for detection rate as a function of the table values a, b, c, and d.
c. The false alarm rate is defined as the probability that the algorithm predicts a defect, given that the module actually has no defect. Write a formula for false alarm rate as a function of the table values a, b, c, and d.
d. Precision is defined as the probability that the module has a defect, given that the algorithm predicts a defect. Write a formula for precision as a function of the table values a, b, c, and d.
e. Access the accompanying file and compute the values of accuracy, detection rate, false alarm rate, and precision. Interpret the results.
Step by Step Answer:
Statistics For Business And Economics
ISBN: 9780321826237
12th Edition
Authors: James T. McClave, P. George Benson, Terry T Sincich