What is an example of a batch learning algorithm?Select one:a.Support vector machineb.Linear regressionc.K-nearest neighborsd.All of the above
Question
What is an example of a batch learning algorithm?Select one:a.Support vector machineb.Linear regressionc.K-nearest neighborsd.All of the above
Solution
d. All of the above
All of the listed algorithms (Support Vector Machine, Linear Regression, and K-Nearest Neighbors) can be used in a batch learning setting. In batch learning, the model is trained using the entire dataset at once. This is in contrast to online learning, where the model is updated incrementally with each new data point.
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