Exam Certified Machine Learning Associate topic 1 question 50 discussion

Correct Answer: D The number of machine learning models that can be trained in parallel during this process is determined by the total number of hyperparameter combinations. Hyperparameter 1 has 3 values: ([2, 5, 10]) Hyperparameter 2 has 2 values: ([50, 100]) The total number of combinations is (3 \times 2 = 6). However, because 3-fold cross-validation is used, each combination is evaluated 3 times, resulting in (6 \times 3 = 18) model evaluations.