image thumbnail

updated 2 years 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)

image thumbnail

updated 2 years ago

LDA for high dimension small sample size data by Bilwaj Gaonkar

Linear discriminant analysis when the data dimensionality is high and sample size is much smaller (medical, image analysis, signal processing)

lda_kernelized.m

image thumbnail

updated 4 years ago

GINI coefficient by Oleg Komarov

A measure of statistical dispersion (gini, coeff, statistic)

ginicoeff(In,dim,nosamplecorr)

image thumbnail

updated 4 years ago

cumulativ statistic by Mauro

cumstat calculate the mean and std of an array from 1 to n (cumulative, cumulativ, statistic)

cumstat(x,dim)

image thumbnail

updated 4 years ago

cumulative statistic with NaN's by Mauro

cumstat calculate the mean and std of an array with NaN's from 1 to n (cumulative cumulativ, statistic, mean)

nancumstat(x,dim)

image thumbnail

updated 4 years ago

Taylor Diagram by Guillaume MAZE

Plot a Taylor Diagram (specialized, plotting, statistic)

taylordiag(varargin)

taylordiag_test.m

image thumbnail

updated 4 years ago

Cuzick's test by Giuseppe Cardillo

A Wilcoxon-Type Test for Trend (statistics, trend, cuzick)

cuzick.m

image thumbnail

updated almost 5 years ago

Qplot by Francisco de Castro

Menu driven GUI for creating many graph types (data exploration, graph, plot)

Qplot()

barerror (X,Y,E,width,color)

getcols (col)

image thumbnail

updated 9 years ago

mmROI (multiple images with multiple ROIs) by Shanrong Zhang

open multiple images and preform multiple ROIs process (gui, display, annotation)

mmROI

image thumbnail

updated 9 years ago

MBoxtstwod by Antonio Trujillo-Ortiz

Multivariate statistical testing for the homogeneity of covariance matrices without data by the Box. (statistics, probability, multivariate)

MBoxtstwod(X,n,alpha)

image thumbnail

updated 11 years ago

Smirnov Cramer Von Mises Test by G. Levin

Single sample Smirnov-Cramer-Von Mises goodness-of-fit hypothesis test. (statistics, probability, smirnov)

H=mtest(x, alpha)

Contact us