Support vector regression on Anscombe’s dataset

Sun, 27 May 2012 ⊕Category: scikit-learn
#anscombe #outlier #robust regression #support vector regression #svm #svr #python #scikit-learn

Anscombe’s quartet is a set of four toy datasets that look very different, but many of their statistics coincide. They were developed by Francis Anscombe as a striking visual to show that even for small datasets, blindly examining their statistical properties without considering their structure can mislead.

Particularly, the …