| Name : perl-AI-NaiveBayes
| |
| Version : 0.04
| Vendor : obs://build_opensuse_org/devel:languages:perl
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| Release : lp154.1.1
| Date : 2023-01-27 16:07:06
|
| Group : Development/Libraries/Perl
| Source RPM : perl-AI-NaiveBayes-0.04-lp154.1.1.src.rpm
|
| Size : 0.05 MB
| |
| Packager : https://www_suse_com/
| |
| Summary : Bayesian classifier
|
Description :
This module implements the classic \"Naive Bayes\" machine learning
algorithm. This is a low level class that accepts only pre-computed
feature-vectors as input, see AI::Classifier::Text for a text classifier
that uses this class.
Creation of \'AI::NaiveBayes\' classifier object out of training data is done
by AI::NaiveBayes::Learner. For quick start you can use the limited \'train\'
class method that trains the classifier in a default way.
The classifier object is immutable.
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
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RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/perl:/CPAN-A/15.4/noarch |
