Port details on branch 2022Q2 |
- py-naiveBayesClassifier Yet another general purpose naive bayesian classifier
- 0.1.3_1 devel =0 0.1.3_1Version of this port present on the latest quarterly branch.
- Maintainer: dvl@FreeBSD.org
- Port Added: 2017-11-28 16:12:39
- Last Update: 2023-06-27 19:34:34
- Commit Hash: 3d9a815
- Also Listed In: python
- License: MIT
- WWW:
- https://pypi.org/project/naiveBayesClassifier/
- Description:
- Yet another general purpose Naive Bayesian classifier.
(under heavy development)
Naive Bayes Classifier is probably the most widely used text classifier,
it's a supervised learning algorithm. It can be used to classify blog posts
or news articles into different categories like sports, entertainment and
so forth.
Naive Bayes is a simple technique for constructing classifiers: models that
assign class labels to problem instances, represented as vectors of feature
values, where the class labels are drawn from some finite set. It is not a
single algorithm for training such classifiers, but a family of algorithms
based on a common principle: all naive Bayes classifiers assume that the value
of a particular feature is independent of the value of any other feature,
given the class variable. For example, a fruit may be considered to be an apple
if it is red, round, and about 10 cm in diameter. A naive Bayes classifier
considers each of these features to contribute independently to the probability
that this fruit is an apple, regardless of any possible correlations between
the color, roundness, and diameter features.
- ¦ ¦ ¦ ¦
- Manual pages:
- FreshPorts has no man page information for this port.
- pkg-plist: as obtained via:
make generate-plist - There is no configure plist information for this port.
- Dependency lines:
-
- ${PYTHON_PKGNAMEPREFIX}naiveBayesClassifier>0:devel/py-naiveBayesClassifier@${PY_FLAVOR}
- To install the port:
- cd /usr/ports/devel/py-naiveBayesClassifier/ && make install clean
- To add the package, run one of these commands:
- pkg install devel/py-naiveBayesClassifier
- pkg install py39-naiveBayesClassifier
NOTE: If this package has multiple flavors (see below), then use one of them instead of the name specified above. NOTE: This is a Python port. Instead of py39-naiveBayesClassifier listed in the above command, you can pick from the names under the Packages section.- PKGNAME: py39-naiveBayesClassifier
- Package flavors (<flavor>: <package>)
- py39: py39-naiveBayesClassifier
- distinfo:
- TIMESTAMP = 1511884716
SHA256 (naiveBayesClassifier-0.1.3.tar.gz) = 94fb8082ef9b902c2fb7d2e8c8117d9aa9fb07e10ad43c3908c7235330469cb8
SIZE (naiveBayesClassifier-0.1.3.tar.gz) = 5202
Packages (timestamps in pop-ups are UTC):
- Dependencies
- NOTE: FreshPorts displays only information on required and default dependencies. Optional dependencies are not covered.
- Build dependencies:
-
- py39-setuptools>=63.1.0 : devel/py-setuptools@py39
- python3.9 : lang/python39
- Test dependencies:
-
- python3.9 : lang/python39
- Runtime dependencies:
-
- py39-setuptools>=63.1.0 : devel/py-setuptools@py39
- python3.9 : lang/python39
- There are no ports dependent upon this port
Configuration Options:
- No options to configure
- Options name:
- devel_py-naiveBayesClassifier
- USES:
- python
- FreshPorts was unable to extract/find any pkg message
- Master Sites:
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