image thumbnail

updated 1 month ago

adaboost classification demo by Kang Wang

A demo present 2D points classification by AdaBoost-M1 (adaboost, boosting, classification)

adaboostDemo

image thumbnail

updated 1 year ago

Objects/Faces Detection Toolbox by Sebastien PARIS

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

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

Demo illustrating Circular Histogram Local Binary Pattern...

Demo illustrating HAAR features

image thumbnail

updated 1 year ago

Boosted Binary Regression Trees by Kota Hara

Boosted Binary Regression Trees is a powerful regression method which can handle vector targets. (statistics, data mining, regression)

brtTest( input, brtModel, varargin )

brtTrain( X, T, leafNum, treeNum, nu )

regressionTreeTest( input, Tree )

image thumbnail

updated 1 year ago

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

image thumbnail

updated almost 2 years ago

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)

image thumbnail

updated 2 years ago

Classic AdaBoost Classifier by Dirk-Jan Kroon

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

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

example.m

image thumbnail

updated 3 years ago

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

image thumbnail

updated 3 years ago

Data Driven Fitting with MATLAB by Richard Willey

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

fitit(X,Y,varargin)

FititDemo.m

Load_Forecasting.m

image thumbnail

updated almost 4 years ago

Boosting Demo by Richard Stapenhurst

A demo to illustrate the behaviour of Adaboost with various base learners on a few toy datasets. (machine learning, artificial intelligen..., demo)

ssign(x)

Adaboost

CART

Contact us