Stump

A fast Gentle Adaboost classifier with two different weak-learners: i) decision stump and ii) perceptron. Multiclass is performed with the one-against-all strategy.Usage ------ model = gentleboost_model(X , y , [T] , [options]); Inputs ------- X Features matrix (d x N) y Labels (1 x N). If y...


Platforms: Matlab

This demo gives a clear visual presentation of what happens during the Adaboost algorithms. It shows how the decision boundary, example weights, training error and base learner weights change during training.A selection of base learning algorithms are included: Linear Regression, Naive Bayes,...


Platforms: Matlab

The Knight Rider MP3 Player(krmp3) is a free full featured car mp3 player written by Jake Luciani and Fidel Amaro. Krmp3 uses the Xaudio mp3 server and the Festival text-to-speech system to create a interactive car mp3 player without an lcd screen. The program takes ideas from stump3. Since...


Platforms: *nix