What is an example of a batch learning algorithm used for regression tasks?Select one:a.Decision treeb.K-nearest neighborsc.Support vector machined.Linear regression

What is an example of a batch learning algorithm used for feature selection tasks?Select one:a.Recursive feature eliminationb.Mutual informationc.All of the aboved.Variance threshold

How are batch learning algorithms typically used?Select one:a.To predict continuous values in batch modeb.To predict continuous values in real-timec.To classify data in batch moded.To classify data in real-time

What is an example of a batch learning algorithm used for clustering tasks?Select one:a.DBSCANb.Agglomerative clusteringc.All of the aboved.K-means

What is an example of a regression task in supervised learning?Select one:a.Predicting the price of a house based on its characteristicsb.Determining whether an email is spam or notc.Grouping customers into different segments based on their spending habitsd.Predicting the stock price for the next day based on historical data

The "Regression" technique in Machine Learning is a group of algorithms that are used for: