Download the PHP package camspiers/statistical-classifier without Composer
On this page you can find all versions of the php package camspiers/statistical-classifier. It is possible to download/install these versions without Composer. Possible dependencies are resolved automatically.
Download camspiers/statistical-classifier
More information about camspiers/statistical-classifier
Files in camspiers/statistical-classifier
Package statistical-classifier
Short Description A PHP implementation of Complement Naive Bayes and SVM statistical classifiers, including a structure for building other classifier, multiple data sources and multiple caching backends
License MIT
Homepage http://php-classifier.com/
FAQ
Example:
In general, it is recommended to use always a project to download your libraries. In an application normally there is more than one library needed.
- Some hosting areas are not accessible by a terminal or SSH. Then it is not possible to use Composer.
- To use Composer is sometimes complicated. Especially for beginners.
- Composer needs much resources. Sometimes they are not available on a simple webspace.
- If you are using private repositories you don't need to share your credentials. You can set up everything on our site and then you provide a simple download link to your team member.
- Simplify your Composer build process. Use our own command line tool to download the vendor folder as binary. This makes your build process faster and you don't need to expose your credentials for private repositories.
Informations about the package statistical-classifier
PHP Classifier
PHP Classifier uses semantic versioning, it is currently at major version 0, so the public API should not be considered stable.
What is it?
PHP Classifier is a text classification library with a focus on reuse, customizability and performance. Classifiers can be used for many purposes, but are particularly useful in detecting spam.
Features
- Complement Naive Bayes Classifier
- SVM (libsvm) Classifier
- Highly customizable (easily modify or build your own classifier)
- Command-line interface via separate library (phar archive)
- Multiple data import types to get your data into the classifier (Directory of files, Database queries, Json, Serialized arrays)
- Multiple types of model caching
- Compatible with HipHop VM
Installation
SVM Support
For SVM Support both libsvm and php-svm are required. For installation intructions refer to php-svm.
Usage
Non-cached Naive Bayes
Non-cached SVM
Caching models
Caching models requires maximebf/CacheCache which can be installed via packagist. Additional caching systems can be easily integrated.
Cached Naive Bayes
Cached SVM
Unit testing
statistical-classifier/ $ composer install --dev
statistical-classifier/ $ phpunit