The dataset used in this example is the 20 newsgroups dataset which will be automatically downloaded and then cached and reused for

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

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

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

Both kernel ridge regression (KRR) and SVR learn a non-linear function by employing the kernel trick, i.e., they learn a linear function in the

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

Demonstrates the effect of different metrics on the hierarchical clustering. The example is engineered to show the effect of the choice

Plot the decision boundaries of a VotingClassifier for two features of the Iris dataset. Plot the class probabilities

Example of confusion matrix usage to evaluate the quality of the output of a classifier on the iris data set. The diagonal elements represent the number of points for which