image thumbnail

updated 2 months ago

bin_classification_toolbox.zip by Zach Ziheng Wang

A toolbox used to learn linear binary classifiers with different loss functions. (binary classification, regularized risk mini..., cross validation)

KfoldCV(Y,X,K,R,loss,lambda_ind,criteria,options)

dispstat(TXT,varargin)

loss_logistic(w,X,Y,lambda)

image thumbnail

updated 4 years ago

MATLAB code for the nonparametric fitting video by Richard Willey

Use localized regression, cross validation, and the bootstrap for nonparametric fitting. (localized regression, loess, lowess)

ys=mylowess(xy,xs,span)

MTT Nonparametric Fitting Demo.m

image thumbnail

updated 5 years ago

Computational Statistics Webinar by Richard Willey

Use cross validation and Bootstrap to enhance LOESS (statistics, probability, loess)

ys=mylowess(xy,xs,span)

chole_LOESS.m

Contact us