Examples of com.flaptor.hounder.classifier.bayes.BayesClassifier.classify()

Package com.flaptor.hounder.classifier.bayes

Class com.flaptor.hounder.classifier.bayes.BayesClassifier

Examples of com.flaptor.hounder.classifier.bayes.BayesClassifier.classify()

com.flaptor.hounder.classifier.bayes.BayesClassifier.classify()
Classifies a document, indicating the calculated confidence level the document belongs to the category with. @param doc the document token data, as generated by parseDocument. @return the confidence level of the document

            String item=cache.getItem(url);
            if (null==item){
                LOGGER.warn("Page " + url + "is in included for " + catName + " but not in cache");
                continue;
            }
            double classifierScore = classifier.classify(DocumentParser.parse(item, classifier.getMaxTuple()));
            boolean classifierIncluded = (classifierScore > 0.5);
            addToIncNotIncMap(mp, url, true, classifierIncluded, classifierScore);            
        }
        // traverse the list of not included urls and check what the classifier say
        for (String url: notIncludedUrlsList){

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            String item=cache.getItem(url);
            if (null==item){
                LOGGER.warn("Page " + url + "is in notIncluded for " + catName + " but not in cache");
                continue;
            }
            double classifierScore = classifier.classify(DocumentParser.parse(item, classifier.getMaxTuple()));
            boolean classifierIncluded = (classifierScore > 0.5);
            addToIncNotIncMap(mp, url, false, classifierIncluded, classifierScore);            
        }
        return mp;
    }

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