Provided Code...
- Uses a data set of temperature measurements from 112 weather stations in Oregon held here: http://www.geos.ed.ac.uk/homes/s0198247/Data.html
- Uses kernel functions to build various linear regressions predicting the annual mean of the minimum temperature as a function of position.
- Predicts and plots the average annual temperature at each point on a 100x100 grid spanning the weather stations.
- Investigates a regularized kernel method using the lasso.
- Investigates the effect of differen choices of elastic net constant (alpha)