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Bayesian Spam Filters Explained
In a word Bayesian spam filters are "intelligent". Bayesian spam filters are intelligent in so far as they're capable of comparing two sets of information and acting on the result. This is in direct contrast to the vast majority of other spam filters who use pre-built rules to decide which e-mail is spam and which is not. Bayesian spam filters can take one group of legitimate e-mail and another group of spam and compare the values and data of each. The definition of legitimate e-mail that it creates at the end of this comparison session is what it uses going forward to scan your inbox for spam. FYI Bayesian spam filters are named after Thomas Bayes an 18 century cleric who created something known as Bayes Theorem. In summary Bayes Theorem is as follows: .."in statistical inference to update estimates of the probability that different hypotheses are true, based on observations and a knowledge of how likely those observations are, given each hypothesis." In plain English it looks for obvious repeating patterns to form an "opinion" on something. In spam filter terms that "opinion" becomes a rule which keeps you spam free (or pretty close :-) The really neat thing about Bayesian filters is that they're capable of learning. For example if they decided to block an e-mail because the filter perceived it as junk but the user marked it as valid mail the Bayesian filter then knows not to block that type of e-mail in the future. So, in time, this type of spam filter learns enough to block spam far more effectively. AOL have embraced this type of spam filter with the launch of AOL 9.0 and AOL Communicator- if the big dog wants it then it must be worthwhile? So what Bayesian spam filtering options are available to you? Well quite a few to be honest and you'll be pleasantly surprised by some of the names involved :-) The first one on the list is AOL with their AOL Communicator product. The spam filtering features in AOL Communicator and AOL 9 are, to be honest, impressive. Think what you will of the provider themselves AOL Communicator is an excellent product and is suitable for use by both PC and Mac OSX users. Next up we have Eudora. The nice folks at Qualcomm have designed an excellent e-mail client that also has built in Bayesian spam filtering. I've used Eudora in the past and it's a neat little package. Again the benefits here are advanced integrated spam filtering with your e-mail automatically. Mac OSX and OS9 users are in luck with Eudora providing support for both. If you'd like to know more about spam filters or just spam in general please drop by our site at www.spam-site.com Need a spam blocker? Check out Spam-Site.com for spam filter reviews and spam related information.
MORE RESOURCES: Stop Unwanted Robocalls and Texts Federal Communications Commission How to stop spam calls on your Android phone Android Police Phone apps that filter spam for Hong Kong users found to expose their data South China Morning Post How to block spam callers on your phone XDA Developers AT&T ActiveArmor Offers Features to Control Spam Texts AT&T Newsroom How to Protect Yourself from Quishing, the Newest Email Scam Reader's Digest 10 best apps to block spam calls on Android phone and safeguard your privacy The Times of India 5 easy ways to avoid spam phone calls Fast Company How To Stop Spam Calls for Good Clark.com - Clark Howard How to Detect and Block Spam Calls on iPhone (2024 Guide) The Mac Observer Two spam call blockers upload users' contact lists into databases: Consumer Council Hong Kong Standard KT develops AI-based spam filter Mobile World Live How to block spam calls USA TODAY How to block emails on Gmail: Multiple methods explained Android Authority How to stop spam texts with your favorite messaging apps Popular Science Is "Scam Likely" Calling You? Here's How to Block Them MUO - MakeUseOf 10 Best Call Blocking Apps MobileAppDaily How To Block Spam Messages on Android — Direct Methods and Third Party Apps Digital Information World Stop the Madness: How to Block Spam Calls and Robocalls PCMag Middle East How to block spam calls on your Android phone Android Authority New Truecaller feature uses AI to detect and block spam calls: Here’s how to enable it The Indian Express Hiya: Spam Blocker & Caller ID by Hiya AppAdvice How To Block 'Scam Likely' Calls Parade Magazine Block spam calls and texts with Robokiller Cult of Mac 16 Best Call Blocker App Options to Prevent Spam Calls to Your Small Business Small Business Trends New Report: The #1 Phone Scam in America Clark.com - Clark Howard WhatsApp now lets you block spam right from your lock screen Android Police AI-Driven Scam and Spam Call Blocker, Genie, Is Seeking Investment To Better Protect Seniors International Business Times How to Block Scam Likely Calls on Your Phone Trend Micro News Detect and block spam calls with Truecaller's new AI feature; know what it is and how to use The Times of India Tired of WhatsApp spam? New update allows blocking users directly from lock screen; here's how The Economic Times WhatsApp: How to block, report, and delete spam Android Police How to block a phone number on your Android phone Android Authority How to report and block spam in iMessage Android Police Google Search update brings better spam filter to improves search quality The Times of India Comcast Introduces New Advanced Spam Blocker Feature for Xfinity Voice Customers Comcast Corporation Here’s how to stay safe from spam calls on WhatsApp The Times of India How to block unwanted emails in Gmail Android Police How to Block Unwanted Text Messages on Your Mac (and iPhone/iPad) The Mac Observer WhatsApp Now Allows Users to Block Spam Directly From Lock Screen: Here Are Steps to Enable Feature Gadgets 360 Whoscall app launched in the Philippines to block spam calls, messages manilastandard.net Tired of spam calls and messages on your phone? Here’s how to enable DND on Jio, Airtel, and Vi The Times of India Spam-blocking app launched in the Philippines Philstar.com Stop spam calls on iPhones and Android devices with these simple steps The Indian Express How to Block Spam Calls on Android & iPhone Devices | Reviews by Wirecutter The New York Times Spam blocker proves costly – The Florida Bar The Florida Bar No more spam & scam text messages Trend Micro Mobile phone users to get option to block overseas numbers as part of new anti-scam measures The Straits Times Spam calls and messages: How to activate DND on Reliance Jio, Bharti Airtel, and Vodafone The Economic Times How to block and report text spam The Verge How to Stop Spam Calls The New York Times Is This Number a Scammer? Here's How to Check MUO - MakeUseOf How to Keep Spam Away From Your Smartphone samsung.com How to stop spam calls on iPhone and Android phones Digital Trends How to Stop Spam Calls and Block Robocalls Business Insider The best ways to block scam calls New York Post |
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