A 1D regression with decision tree. The

This example shows the reconstruction of an image from a set of parallel projections, acquired along different angles. Such

Shown in the plot is how the logistic regression would, in this synthetic dataset, classify values as either 0 or 1, i.e. class one or two, using the logistic curve.

This example employs several unsupervised learning techniques to extract the stock market structure from variations in historical quotes. The quantity

This example compares the timing of Birch (with and without the global clustering step) and MiniBatchKMeans on a synthetic dataset having 100,000 samples and

Reference: Brendan J. Frey and Delbert Dueck, ?Clustering by Passing Messages Between Data Points?, Science Feb. 2007

An example illustrating the approximation of the feature map of an RBF kernel. It shows how to use

The plots below illustrate the effect the parameter C has on the separation line. A large value of C basically tells our model that we do not have

This is an example showing how the scikit-learn can be used to classify documents by topics using a bag-of-words approach. This example

A simple one-dimensional regression example computed in two different ways: A noise-free case