(Choose 2 answers)
What are the benefits of performing a ceiling analysis? Check all that apply.
A. It helps us decide on allocation of resources in terms of which component in a machine learning pipeline
spend more effort on.
B. A ceiling analysis helps us to decide what is the most promising learning algorithm (e.g., logistic regress vs. a neural network vs. an SVM) to apply to a specific component of a machine learning pipeline.
C. It is a way of providing additional training data to the algorithm.
D. It can help indicate that certain components of a system might not be worth a significant amount of work improving, because even if it had perfect performance its impact on the overall system may be small.
E26
