prediction done using gradient decent
Gradient Descent - Boston Dataset Boston dataset is one of the datasets available in sklearn. I'm using Training dataset csv file with X train and Y train data having 379 cases. Done a prediction for the test datasets csv file given with boston_x_test having 127 cases using Gradient Descent algorithm I done the following task:-
- Code Gradient Descent for N features and come with predictions.
- Try and test with various combinations of learning rates and number of iterations.
- Try using Feature Scaling, and see if it helps in getting better results.