dbacl overview

• Introduction
  • Beyond naive Bayes
  • Shell integration
• Tutorial
  • Introduction
  • For the impatient
  • Tips
  • Language models
  • Evaluating the models
  • Decision Theory
  • Using bayesol
  • Miscellaneous
  • Appendix A: memory requirements
  • Appendix B: extreme probabilities
• Spam filtering
  • Email classification with dbacl
    • Before you begin
    • Basic operation: learning
    • Basic operation: classifying
    • Basic operation: scripts
    • Advanced operation: costs
    • Advanced operation: parsing
    • Cross validation
    • Comparing email filters
    • TREC
  • dbacl and procmail
  • Comparing dbacl with other classifiers
    • An Example: Preparations
    • An Example: Running the Tests
    • An Example: Viewing the Results
• Fun stuff
  • Can a Bayesian filter play chess?
    • Introduction
    • Setting up the game(s)
    • The engine's brain
    • Figuring out what to learn
    • Building the engine
    • Playing against people
    • First steps
    • Several steps
    • Another improvement
    • Aimless behaviour
    • Tactical adjustments
    • Randomized play
    • Wrapping up
• UNIX manual pages
  • bayesol
  • dbacl
  • mailcross
  • mailtoe
  • mailfoot
  • mailcross.testsuite
  • mailinspect
  • Is it working?
• Related projects
  • Spam filtering software