10 points total For each of the statements below state True

Last updated: 10/15/2023

10 points total For each of the statements below state True T or False F or pick the correct option Explain your answer in 1 2 sentences For every part below 1 point for correct assertion and 1 point for correct explanation a T F Ridge regression does not have a closed form solution F b T F If we have m values for a hyperparameter of a classifier and we use k fold cross validation for hyperparameter tuning then we train the classifier mk times from scratch T c T F Perceptron is a supervised learning method that minimizes for the 0 1 loss F d T F Consider a linear function basis o x 1 log r 2323 where x R There exists a closed form solution for minimizing the mean squared error for the hypothesis he x To x If True state the solution Otherwise give a justification T e Which of the following is a common method for preventing overfitting in machine learning A Increasing the complexity of the model B Decreasing the size of the training data set C Regularization D Using a simpler evaluation metric E None of the above