Answer: You should disable deep learning.

The question requires restricting Automated Machine Learning (AutoML) to assess only linear models for a classification task. Option A (disable deep learning) is correct because deep learning models are inherently non-linear and complex; disabling them ensures AutoML does not consider these non-linear algorithms. The community discussion strongly supports A with high upvotes (22, 5, 20) and reasoning that deep learning models are non-linear, and disabling them limits the scope to linear models like Logistic Regression or Linear SVM. Option B (enable automatic featurization) is incorrect as featurization handles data preprocessing (e.g., handling missing values, scaling) but does not restrict model algorithms; it may even enable non-linear features. Option C (disable automatic featurization) is incorrect because it prevents data transformations but does not block non-linear models. Option D (set task type to Forecasting) is irrelevant as the task is already specified as Classification. While some comments mention using 'blocked algorithms' for linear-only evaluation, this option is not provided, making A the best available choice based on the given options and community consensus.

Author: LeetQuiz Editorial Team