ML functional performance metrics · Question 29 of 60
A model yields TP = 45, FP = 5, FN = 15 and TN = 35. Which values are correct?
2 answers are correct. Medium
Show answer
Answer
- C Precision 90%
- D Recall 75%
Explanation
Precision = 45 / (45 + 5) = 90%. Recall = 45 / (45 + 15) = 75%. Accuracy = (45 + 35) / 100 = 80%. Precision is high here because there are hardly any false alarms, recall is lower because 15 positive cases are missed.