Databricks Certified Machine Learning - Associate
Get started today
Ultimate access to all questions.
Comments
Loading comments...
Ultimate access to all questions.
In a classification problem, you are comparing the performance of two models using the F1 score. Model A has an F1 score of 0.85, while Model B has an F1 score of 0.90. However, you notice that Model A has a higher recall than Model B. Which of the following statements is true, and why?
A
Model A is better than Model B because it has a higher recall.
B
Model B is better than Model A because it has a higher F1 score.
C
Model A is better than Model B for imbalanced datasets, because it has a higher recall.
D
Model B is better than Model A for balanced datasets, because it has a higher F1 score.