Bayesian

A Guestbook with a built-in Bayesian filter against spam

sux0r - Bayesian RSS is a multi-user RSS aggregator with multi-category Bayesian filtering capabilities. Filtering is the process of using Bayesian statistical methods to classify documents into categories. Right now it's used a lot for spam filtering, but in this script is that after...

This toolbox is a fully object-oriented toolbox with a GUI for Bayesian Wavelet Networks. It is easy to use.The training method is used here is one of powerfull, off-line training algorithm, called Hybrid Markov Chain Monte Carlo- based Bayesian Approach.Also, You can easily add your own function...


Platforms: Matlab

A simple Bayesian Network example for exact probabilistic inference using Pearl's message-passing algorithm on singly connected graphs.


Platforms: Matlab

A general purpose C++ library for Bayesian Filtering. Essentially Bayesian Filtering is a way of having a program learn to categorize information from a specific user through pattern recognition.


Platforms: Windows, Mac, Linux

Public domain portable Naive Bayesian message filter aimed towards C programmers.


Platforms: Windows, Mac, Linux

Bayesian Network tools in Java (BNJ) is an open-source suite of software tools for research and development using graphical models of probability. It is published by the Kansas State University Laboratory for Knowledge Discovery in Databases (KDD).


Platforms: *nix

Bayesian Surprise Matlab toolkit is a basic toolkit for computing Bayesian surprise values given a large set of input samples. It is also useful as way of exploring surprise theory. For more information see also: http://ilab.usc.edu/


Platforms: Windows, Mac, Linux

The bogofilter package implements a fast Bayesian spam filter assuggested by Paul Graham in 'A Plan For Spam'. It is written in C. Supported platforms: Linux, FreeBSD, Solaris, OS X, HP-UX, AIX, RISC-OS, ...


Platforms: Mac, BSD, Solaris, Linux

dbacl is a general purpose digramic Bayesian text classifier. It can learn text documents you provide, and then compare new input with the learned categories. It can be used for spam filtering, or within your own shell scripts. Sometimes it plays che


Platforms: Mac, BSD, Solaris, Linux

Fast, intelligent, automatic spam detector using Paul Graham style Bayesian analysis of word counts in spam and non-spam emails. Filtering adapts to personal tastes automatically. No manual rule creation required. Intended for use with procmail, maild


Platforms: Mac, BSD, Solaris, Linux

Bayesian Model Averaging for linear models under Zellner's g prior. Options include: fixed (BRIC, UIP, ...) and flexible g priors (Empirical Bayes, hyper-g), 5 kinds of model prior concepts, and model sampling via model enumeration or MCMC samplers (Metropolis-Hastings plain or reversible jump)....


Platforms: Matlab

Bayesian analysis is often hard to implement. While working on sequential experimental design for GLM, we suggested a simple implementation that numerically assesses the posterior in cases where the closed form of the Bayesian posterior is hard to formulate, exploiting a discretization of the...


Platforms: Matlab

To walk through the code and for a thorough description, refer to A. Meucci (2005), "Robust Bayesian Allocation".Latest version of article and code available at http://symmys.com/node/102


Platforms: Matlab

To walk through the code and for a thorough description, refer toA. Meucci, (2010) "Fully Flexible Bayesian Networks"Latest version of code and article available at http://www.symmys.com/node/152


Platforms: Matlab

A new soft clustering algorithm is presented (Clustering through Optimal Bayesian Classification). The algorithm does not depend on random initializations, and it contains a native metric to select the optimal number of clusters.The clustering algorithm minimizes the log-Bayesian risk...


Platforms: Matlab

Junk-Out keeps junk mail out of your Microsoft Outlook Inbox, using a combination of statistical methods (Bayesian filtering) and information you provide, to show only e-mail messages you want to see. The more you use Junk-Out, the better it gets at distinguishing useful e-mail, and getting junk...


Platforms: Windows

Death2Spam is a true Bayesian E-mail filter. Featuring advanced heuristics and adaptive technology, D2S is available as a proxy service or as a local install. As a server-based solution, there is nothing to install on any client machine. It is 95% accurate out-of-the-box and can exceed 99% after...


Platforms: Windows, *nix

Bayesian spam filtering plug-in for Outlook Express prevents annoying spam and junk emails from polluting your Inbox. Get only wanted emails in your Inbox and nothing else! Fully supports your Address Book. Allows or blocks email addresses or whole Internet domains you want. Bounces email back to...


Platforms: DOS, OS/2, BeOS, Palm OS, Windows, Mac, *nix, Windows CE

SpamAid is an easy-to-use MS Outlook add-on to protect your Inbox against spam. The program is based on Bayesian filtering technology. It automatically learns using your personal correspondence to increase the filtration accuracy. Quarantined e-mails are stored in a separate SPAM folder. Users...


Platforms: Windows