PHP 클래스 Camspiers\StatisticalClassifier\Classifier\ComplementNaiveBayes

This classifier is based off *Tackling the Poor Assumptions of Naive Bayes Text Classifiers* by Jason Rennie
저자: Cam Spiers ([email protected])
상속: extends Classifier
파일 보기 프로젝트 열기: camspiers/statistical-classifier 1 사용 예제들

보호된 프로퍼티들

프로퍼티 타입 설명
$documentNormalizer Camspiers\StatisticalClassifier\Normalizer\Document\NormalizerInterface Takes document and makes it consistent
$tokenNormalizer Camspiers\StatisticalClassifier\Normalizer\Token\NormalizerInterface Takes tokenized data and makes it consistent or stem it
$tokenizer Camspiers\StatisticalClassifier\Tokenizer\TokenizerInterface Tokenizer (the way of breaking up documents)

공개 메소드들

메소드 설명
__construct ( Camspiers\StatisticalClassifier\DataSource\DataSourceInterface $dataSource, Camspiers\StatisticalClassifier\Model\ModelInterface $model = null, Camspiers\StatisticalClassifier\Normalizer\Document\NormalizerInterface $documentNormalizer = null, Camspiers\StatisticalClassifier\Tokenizer\TokenizerInterface $tokenizer = null, Camspiers\StatisticalClassifier\Normalizer\Token\NormalizerInterface $tokenNormalizer = null ) Create the Naive Bayes Classifier
classify ( $document )
prepareModel ( )

메소드 상세

__construct() 공개 메소드

Create the Naive Bayes Classifier
public __construct ( Camspiers\StatisticalClassifier\DataSource\DataSourceInterface $dataSource, Camspiers\StatisticalClassifier\Model\ModelInterface $model = null, Camspiers\StatisticalClassifier\Normalizer\Document\NormalizerInterface $documentNormalizer = null, Camspiers\StatisticalClassifier\Tokenizer\TokenizerInterface $tokenizer = null, Camspiers\StatisticalClassifier\Normalizer\Token\NormalizerInterface $tokenNormalizer = null )
$dataSource Camspiers\StatisticalClassifier\DataSource\DataSourceInterface
$model Camspiers\StatisticalClassifier\Model\ModelInterface An model to store data in
$documentNormalizer Camspiers\StatisticalClassifier\Normalizer\Document\NormalizerInterface The normalizer to make document consistent
$tokenizer Camspiers\StatisticalClassifier\Tokenizer\TokenizerInterface The tokenizer to break up the documents
$tokenNormalizer Camspiers\StatisticalClassifier\Normalizer\Token\NormalizerInterface The normaizer to make tokens consistent

classify() 공개 메소드

public classify ( $document )

prepareModel() 공개 메소드

public prepareModel ( )

프로퍼티 상세

$documentNormalizer 보호되어 있는 프로퍼티

Takes document and makes it consistent
protected NormalizerInterface,Camspiers\StatisticalClassifier\Normalizer\Document $documentNormalizer
리턴 Camspiers\StatisticalClassifier\Normalizer\Document\NormalizerInterface

$tokenNormalizer 보호되어 있는 프로퍼티

Takes tokenized data and makes it consistent or stem it
protected NormalizerInterface,Camspiers\StatisticalClassifier\Normalizer\Token $tokenNormalizer
리턴 Camspiers\StatisticalClassifier\Normalizer\Token\NormalizerInterface

$tokenizer 보호되어 있는 프로퍼티

Tokenizer (the way of breaking up documents)
protected TokenizerInterface,Camspiers\StatisticalClassifier\Tokenizer $tokenizer
리턴 Camspiers\StatisticalClassifier\Tokenizer\TokenizerInterface