CRM114 - Classification made easy
Upcoming SlideShare
Loading in...5
×
 

CRM114 - Classification made easy

on

  • 2,113 views

Presented to Bmore on Rails December 14, 2010.

Presented to Bmore on Rails December 14, 2010.

bmoreonrails.org
hatesitlovesit.com
jonathanjulian.com

Statistics

Views

Total Views
2,113
Views on SlideShare
2,110
Embed Views
3

Actions

Likes
0
Downloads
3
Comments
0

2 Embeds 3

http://coderwall.com 2
http://www.linkedin.com 1

Accessibility

Categories

Upload Details

Uploaded via as Adobe PDF

Usage Rights

CC Attribution-NonCommercial-ShareAlike LicenseCC Attribution-NonCommercial-ShareAlike LicenseCC Attribution-NonCommercial-ShareAlike License

Report content

Flagged as inappropriate Flag as inappropriate
Flag as inappropriate

Select your reason for flagging this presentation as inappropriate.

Cancel
  • Full Name Full Name Comment goes here.
    Are you sure you want to
    Your message goes here
    Processing…
Post Comment
Edit your comment

CRM114 - Classification made easy CRM114 - Classification made easy Presentation Transcript

  • CRM114 Classification made easyTuesday, December 14, 2010
  • “CRM114 is a system to examine incoming e- mail, system log streams, data files or other data streams, and to sort, filter, or alter the incoming files or data streams according to the users wildest desires.”Tuesday, December 14, 2010
  • “Ruby interface to the CRM114 Controllable Regex Mutilator, an advanced and fast text classifier that uses sparse binary polynomial matching with a Bayesian Chain Rule evaluator and a hidden Markov model to categorize data with up to a 99.87% accuracy”Tuesday, December 14, 2010
  • Classification?Tuesday, December 14, 2010
  • Bayesian FilteringTuesday, December 14, 2010
  • Paul Graham A Plan for SpamTuesday, December 14, 2010
  • • every email client • replyz.com • hatesitlovesitTuesday, December 14, 2010
  • Tuesday, December 14, 2010
  • apt-get install crm114Tuesday, December 14, 2010
  • gem install crm114Tuesday, December 14, 2010
  • crm = Classifier::CRM114.new([:spam,:ham]) crm.train!(:spam “Buy a Watch as a gift at a discount!”) crm.train!(:ham, "Ill see you all tomorrow morning.") crm.classify(“It seems I have to be at the New York office tomorrow.”)Tuesday, December 14, 2010
  • -rwxr-xr-x 1 jjulian staff 588696 Jul 8 17:41 /usr/local/bin/crm spam.css ham.cssTuesday, December 14, 2010
  • live coding demo?Tuesday, December 14, 2010
  • hatesitlovesit.comTuesday, December 14, 2010
  • Jonathan Julian @jonathanjulian jonathanjulian.comTuesday, December 14, 2010
  • Resources • http://crm114.sourceforge.net/ • https://github.com/bendiken/crm114 • http://www.elegantchaos.com/node/132 • http://www.paulgraham.com/spam.html • http://replyz.com • http://hatesitlovesit.com • http://www.youtube.com/watch? v=dm7yAWpX1McTuesday, December 14, 2010