Skip to content
Multinomial Bayes text classifier
Python
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Failed to load latest commit information.
.gitignore
README.md
__init__.py
multibayes.py
requirements.txt

README.md

A multinomial Bayes classifier for English text. Has a few features like removing stopwords, and changing emoticons to happy/negative flags.

Short, and sweet.

from multibayes import MultinomialBayes
training_set = (('some sentence example', 'label one'), ('another sentence', 'label two'))
m = MultinomialBayes(training_set)

print m.classify('a test example')
# Returns labels for the test example, in order of decreasing loglikeliness
# [('label one', -2.5494451709255714), ('label two', -3.242592351485517)]
Something went wrong with that request. Please try again.