BSD Portsdevel/p5-Algorithm-NaiveBayes 0.04_1 DragonFly
Perl class performing Bayesian prediction of categories
- System
- DragonFly
- Repository
- DPorts
- Maintainer
- [email protected] (as in FreeBSD)
- License
- ART10, GPLv1+
- Categories
- devel, perl5
- Package size
- 13.3 KiB, 26.9 KiB installed
Description
This module implements the classic "Naive Bayes" machine learning algorithm. It is a well-studied probabilistic algorithm often used in automatic text categorization. Compared to other algorithms (kNN, SVM, Decision Trees), it's pretty fast and reasonably competitive in the quality of its results.
A paper by Fabrizio Sebastiani provides a really good introduction to text categorization: http://faure.iei.pi.cnr.it/~fabrizio/Publications/ACMCS02.pdf
In the other systems
| System | Port | Version |
|---|---|---|
| DragonFly | devel/p5-Algorithm-NaiveBayes | 0.04_1 |
| FreeBSD | devel/p5-Algorithm-NaiveBayes | 0.04_1 |
| OpenBSD | math/p5-Algorithm-NaiveBayes | 0.04p1 |
| HardenedBSD | devel/p5-Algorithm-NaiveBayes | 0.04_1 |
| GhostBSD | devel/p5-Algorithm-NaiveBayes | 0.04_1 |
Install
Binary package:
pkg install p5-Algorithm-NaiveBayesFrom DPorts:
cd /usr/dports/devel/p5-Algorithm-NaiveBayes && make install clean