Ridge regression is a method used to produce simpler but more accurate regression models. It is also known as ‘regularisation’ .
Sophisticated ensemble methods such as Random Forests provide cutting edge prediction models but they can be difficult to interpret.
CART algorithms do not have the same predictive accuracy as other algorithms. However, their results are easily interpretable.
55,000 temperature observations are aggregated into 13,000 bins. These are displayed in 3 dimensions using Autodesk Maya.