Comparing regressors
There are several really nice comparisons between various algorithms in the Scikit-Learn documentation. The most famous, and useful, one is probably the classifier comparison: A comparison of classification algorithms. Each row is a different dataset; each column (except the first) is a different classifier, each trying to separate the blue and red points. The accuracy...