simplebayes.category module

The MIT License (MIT)

Copyright (c) 2015 Ryan Vennell

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class simplebayes.category.BayesCategory(name)[source]

Bases: object

Represents a trainable category of content for bayesian classification

get_tally()[source]

Gets the tally of all types

Returns:The total number of tokens
Return type:int
get_token_count(word)[source]

Gets the count assosicated with a provided token/word

Parameters:word (str) – the token we’re getting the weight of
Returns:the weight/count of the token
Return type:int
train_token(word, count)[source]

Trains a particular token (increases the weight/count of it)

Parameters:
  • word (str) – the token we’re going to train
  • count (int) – the number of occurances in the sample
untrain_token(word, count)[source]

Untrains a particular token (decreases the weight/count of it)

Parameters:
  • word (str) – the token we’re going to train
  • count (int) – the number of occurances in the sample