What is an example of a batch learning algorithm used for classification tasks?Select one:a.Support vector machineb.Linear regressionc.K-nearest neighborsd.Decision tree

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

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

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 classification task in supervised learning?Select one:a.Determining whether an email is spam or notb.Predicting the stock price for the next day based on historical datac.Predicting the price of a house based on its characteristicsd.Grouping customers into different segments based on their spending habits

What are some disadvantages of batch learning algorithms?Select one:a.They are prone to overfittingb.They require a small amount of datac.They are slow to adapt to changes in the datad.They require a large amount of resources