Please do ALL TWO PARTS of this ONE LARGE QUESTION. Thank you so much in advance!

Testing and Evaluation (10 points) 6. a) Suppose we increased the size of the training set for a SVM. Would this likely improve or deteriorate the performance of the model on new data? Give your reasoning. 5 points b) Suppose we reduce the feature representation to include only the features which has high correlation with the target. Will this likely improve the performance of the model on new data? Explain your understanding? 5 points