What is the name of the algorithm used to train support vector machines?

Which of the following machine learning algorithms is often used for image recognition tasks?

Which of the following machine learning algorithms can be used for both classification and regression problems?

Which of the following machine learning algorithms is particularly useful for handling datasets with missing values?

Which machine learning algorithm is particularly useful for handling sequential data, such as time series?

Which of the following is a popular algorithm for finding frequent itemsets in unsupervised learning?

Which of the following is an unsupervised learning algorithm used for dimensionality reduction?

Which of the following machine learning algorithms is used to handle imbalanced datasets?

Which of the following is a disadvantage of using random forests?

Which of the following is an advantage of using support vector machines?