An efficient maximum entropy classifier, with some convenience functions

create_test_matrix | Transforms a vector of text to the same format of a given... |

create_training_matrix | Create a matrix from a vector of text. This function does not... |

create_weights_matrix | Create a weights matrix given a MaxEnt model Given a matrix... |

get_common_words | Returns common words for a matrix |

get_common_words_single | Returns common words for a matrix |

predictMC | Predict using a previously trained classifier, given a matrix... |

score | Scores the performance of a model |

trainMC | Train a classifier Given a matrix with word counts and a... |

tune_MaxEnt | Tunes a MaxEnt classifier) |

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