Linear-Regression-with-Basis-Functions

The function, project1.m consists of 2 functions calls.

• train_cls.m - Closed From Maximum Likehood Solution
• train_gd.m - Stochastic Gradient Descent

train_cls.m

• Has 2 functions, one for the training set and the other for the code written for the testing set.
• The output of the train_cls, for training function is Erms_cls and the inputs are values_of_training and output_training.
• The inputs for the testing function are values_of_test and output_test.

train_gd.m

• Has 2 functions, one for the training set and the other for the code written for the testing set.
• The output of the train_cls for training function is Erms_cls and the inputs are values_of_training and output_training.
• The inputs for the testing function are values_of_test and output_test.