{"id":53166,"date":"2024-04-15T23:50:04","date_gmt":"2024-04-15T23:50:04","guid":{"rendered":"https:\/\/exam.pscnotes.com\/mcq\/?p=53166"},"modified":"2024-04-15T23:50:04","modified_gmt":"2024-04-15T23:50:04","slug":"in-the-context-of-machine-learning-what-is-the-purpose-of-regularization-techniques-such-as-l1-and-l2-regularization","status":"publish","type":"post","link":"https:\/\/exam.pscnotes.com\/mcq\/in-the-context-of-machine-learning-what-is-the-purpose-of-regularization-techniques-such-as-l1-and-l2-regularization\/","title":{"rendered":"In the context of machine learning, what is the purpose of regularization techniques such as L1 and L2 regularization?"},"content":{"rendered":"
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\r\n To prevent overfitting by adding a penalty term to the loss function <\/div>\r\n
\r\n To remove outliers from the data <\/div>\r\n
\r\n To increase model complexity <\/div>\r\n
\r\n To reduce dimensionality <\/div>\r\n \r\n \r\n