Q55Section DA (Data Science and Artificial Intelligence (Q11–Q65))55 of 65
Regularized loss for a single prediction under ridge regression with MAE
Consider that Linear Ridge Regression is being used to learn a prediction function , where and Mean Absolute Error (MAE) is used to measure the prediction error. A weight of 0.20 is associated with the regularizer. At an intermediate step of the training process, assume that the parameter . In the next step, for the input , the predicted value of is noted. Let the relation between and the true value of be . The value of the overall regularized loss function for this instance is _______ . (Rounded off to two decimal places)
Numerical answer: type the number (no options).
Type your answer and check it.