Predict Controller-input of Auto-pilot using Linear Regression with Polynomial features. Apply Regularization and compare the results.
Linear-regression_Autopilot.ipynb - code file of objective using Linear Regression with Polynomial Features.
Regularized_Linear-regression_Autopilot.ipynb - code file of objective using Regularized Linear Regression with Polynomial Features.
college_degree.csv - Dataset for secondary task.
prog1.ipynb - Compute Zero-one loss and optimal threshold for college_degree.csv.
test_autopilot.csv - Training Dataset.
train_autopilot.csv - Test dataset.