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Table below shows confusion matrix for medical data where the data values are yes or no for a class label attribute, cancer. The numbers within
Table below shows confusion matrix for medical data where the data values are yes or no for a class label attribute, cancer. The numbers within the four cells indicate number of patients. Based on the given infiormation, answer the following. a What will be accuracy of the model No b Determine the classification accuracy. c For the given confusion matrix, determine sensitivity and specificity. d Which is more important class out of the two and why? Which measure has better ability to capture the performance of the classifier: classification accuracy, sensitivity specificity. What can you say about the classifier?
Table below shows confusion matrix for medical data where the data values are yes or no for
a class label attribute, cancer.
The numbers within the four cells indicate number of patients. Based on the given
infiormation, answer the following.
a What will be accuracy of the model No
b Determine the classification accuracy.
c For the given confusion matrix, determine sensitivity and specificity.
d Which is more important class out of the two and why? Which measure has better ability
to capture the performance of the classifier: classification accuracy, sensitivity
specificity. What can you say about the classifier?
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