a LogitBoost implementation by sun peng

An up-to-date implementation of LogitBoost for multi-class classification. (classification, boosting, ensemble)

AOSOLogitBoost

batch_AOSOLogitBoost

batch_boost_basic

Credit Scoring demo by Hanan Kavitz

This is a demo that uses boosting to do credit scoring of German customers. (statistics, boosting, classification)

creditRatingGui(varargin)

Objects/Faces Detection Toolbox by Sebastien PARIS

Objects/Faces detection using Local Binary Patterns and Haar features (boosting, faces detection, images processing)

Demo illustrating (Center-Symetric) MultiBlock Local Binary...

Demo illustrating Circular Histogram Local Binary Pattern (...

Demo illustrating HAAR features

Classic AdaBoost Classifier by Dirk-Jan Kroon

Weak threshold classifier boosted to strong Classifier with Adaboost (adaboost, boosting, classification)

[estimateclasstotal,model]=adaboost(mode,datafeatures,datac...

example.m

Boosted Generalized Additive Models (bgam) package by Patrick Mineault

Boosting for the Generalized Additive and Linear Models (GAM and GLM). (glm, gam, generalized linear mo...)

fitbgam(y,X,trainer,fitParams)

fitcvbgam(y,X,trainer,fitParams,folds)

bgam.CVFit

Data Driven Fitting with MATLAB by Richard Willey

Demostration code and data sets for the "Data Driven Fitting with MATLAB" webinar. (localized regressionl..., loess, bootstrap)

fitit(X,Y,varargin)

FititDemo.m

Load_Forecasting.m

Boosting Demo by Richard Stapenhurst

A demo to illustrate the behaviour of Adaboost with various base learners on a few toy datasets. (adaboost, boosting, ensemble methods)

ssign(x)

Adaboost

CART