Question: Consider this Confusion Matrix for students who passed/failed a course: N=48 Predicted: No Predicted: Yes Actual No 4 10 Actual Yes 6 28 The classifier

Consider this Confusion Matrix for students who passed/failed a course:

N=48

Predicted:

No

Predicted:

Yes

Actual

No

4

10

Actual

Yes

6

28

  • The classifier made a total of 48 predictions.
  • Out of those 48 cases, the classifier predicted "passed" 38 times, and "failed" 10 times.
  • In reality, 34 students in the sample passed the course, and 14 failed.

Calculate

Accuracy

Error Rate

True Positive Rate

False Positive Rate

True Negative Rate

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