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updated 9 months 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 )

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updated 1 year ago

Decision Trees and Predictive Models with cross-validation and ROC analysis plot by Andrea Padoan

This code implements a classification tree and plots the ROC curves for each target class (data mining, statistics, decision tree)

BestTree (t, X, y, nsamples)

CalculateFeaturesImportance.m

CalculateOutcomeGroups (y)

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updated 2 years ago

Random Forest by Leo

Creates an ensemble of cart trees similar to the matlab TreeBagger class. (tree ensembles, cart trees, treebagger)

Stochastic_Bosque(Data,Labels,varargin)

cartree(Data,Labels,varargin)

eval_Stochastic_Bosque(Data,Random_Forest,varargin)

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updated 4 years ago

Applying Multivariate Classification in the Life Sciences with Statistics Toolbox by Sam Roberts

Files from the webinar "Multivariate Classification in the Life Sciences with Statistics Toolbox" (biotech, statistics, life science)

Prediction of tumor class from gene expression data using...

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