dbacl ☆
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Description:
Digramic Bayesian classifier
Type: Formula  |  Latest Version: 1.14.1@0  |  Tracked Since: Dec 17, 2025
Links: Homepage  |  formulae.brew.sh
Category: Developer tools
Tags: nlp classification bayesian text-processing email
Install: brew install dbacl
About:
dbacl is a Bayesian text classifier designed for email filtering and document categorization. It analyzes text using n-gram statistics to calculate the probability that a given document belongs to a specific category. This tool provides a robust, statistical approach to unsupervised learning and spam detection directly from the command line.
Key Features:
  • Bayesian classification using n-gram statistics
  • Fast processing optimized for large text corpora
  • Unsupervised learning for document clustering
  • Command-line interface for scripting and automation
Use Cases:
  • Filtering spam from email streams
  • Categorizing news articles or documents
  • Detecting language or authorship patterns
Alternatives:
  • bogofilter – Bogofilter is a similar Bayesian spam filter, but dbacl is designed to be more general-purpose for text categorization beyond just email.
  • spamassassin – SpamAssassin uses a broader set of heuristic rules and plugins, whereas dbacl relies strictly on statistical Bayesian analysis.
License: GPL-3.0-or-later
Bottles available for: arm64_tahoe, arm64_sequoia, arm64_sonoma, arm64_ventura, arm64_monterey, arm64_big_sur, sonoma, ventura, monterey, big_sur, catalina, arm64_linux, x86_64_linux
Version History
Detected Version Rev Change Commit
Sep 15, 2025 6:42am 0 VERSION_BUMP faf8f540
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