Metadata-Version: 2.1
Name: bigram-spam-classifier
Version: 0.0.6
Summary: A bigram approach for classifying Spam and Ham messages
Home-page: https://github.com/Kabilesh93/bigram-spam-classifier
Author: Kabilesh
Author-email: 
License: UNKNOWN
Description: **# bigram-spam-classifier <br />**
        **# A bigram approach for classifying Spam and Ham messages**<br />
        
        **# install with pip <br />**
        pip install bigram-spam-classifier<br />
        
        **# import in your python file <br />**
        from bigram_spam_classifier import spamclassifier<br />
        
        **# create an object of the classifier and pass your message as the parameter <br />**
        classifier = spamclassifier.classifier("Customer service annoncement. You have a New Years delivery waiting for you. Please call 07046744435 now to arrange delivery")<br />
        
        **# classify the message<br />**
         
        cls = classifier.classify()<br />
        print(cls)<br />
        
        **# If returns 1 message is a Spam, if returns 0 message is a Ham <br />**
        
        **# find the unigrams and bigrams in the message <br />**
        unigrams = classifier.inputUnigrams<br />
        print(unigrams)<br />
        bigrams = classifier.inputBigrams<br />
        print(bigrams)<br />
        
        **# find the bigram probabilities of Spam and Ham <br />**
        spam_probability = classifier.bigramPSpam<br />
        print(spam_probability)<br />
        ham_probability = classifier.bigramPHam<br />
        print(ham_probability)<br />
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown
