A multivariate linear regression to predict the mean January high temperature of Texas counties given their latitude, longitude, and elevation.
dataset.data1 has four columns: • The latitude. • The longitude. • The elevation. • The mean January high temperature.
multi_regression.m is the main script that performs multivariate linear regression by loading the dataset and making calls to functions in other files.
- Features normalization
- Computing the cost
- Gradient descent
- Prediction