Text Prediction via Stupid Back-Off N-Gram Models

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Documentation for package ‘sbo’ version 0.5.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

as_sbo_dictionary	Coerce to dictionary
as_sbo_dictionary.character	Coerce to dictionary
babble	Babble!
dictionary	Dictionaries
eval_sbo_predictor	Evaluate Stupid Back-off next-word predictions
kgram_freqs	k-gram frequency tables
kgram_freqs_fast	k-gram frequency tables
plot.word_coverage	Plot method for word_coverage objects
predict.sbo_kgram_freqs	Predict method for k-gram frequency tables
predict.sbo_predictor	Predict method for Stupid Back-off text predictor
predictor	Stupid Back-off text predictions
predtable	Stupid Back-off text predictions
preprocess	Preprocess text corpus
prune	Prune k-gram objects
prune.sbo_kgram_freqs	Prune k-gram objects
prune.sbo_predtable	Prune k-gram objects
sbo_dictionary	Dictionaries
sbo_kgram_freqs	k-gram frequency tables
sbo_kgram_freqs_fast	k-gram frequency tables
sbo_predictions	Stupid Back-off text predictions
sbo_predictor	Stupid Back-off text predictions
sbo_predictor.character	Stupid Back-off text predictions
sbo_predictor.sbo_kgram_freqs	Stupid Back-off text predictions
sbo_predictor.sbo_predtable	Stupid Back-off text predictions
sbo_predtable	Stupid Back-off text predictions
sbo_predtable.character	Stupid Back-off text predictions
sbo_predtable.sbo_kgram_freqs	Stupid Back-off text predictions
tokenize_sentences	Sentence tokenizer
twitter_dict	Top 1000 dictionary from Twitter training set
twitter_freqs	k-gram frequencies from Twitter training set
twitter_predtable	Next-word prediction tables from 3-gram model trained on Twitter training set
twitter_test	Twitter test set
twitter_train	Twitter training set
word_coverage	Word coverage fraction
word_coverage.character	Word coverage fraction
word_coverage.sbo_dictionary	Word coverage fraction
word_coverage.sbo_kgram_freqs	Word coverage fraction
word_coverage.sbo_predictions	Word coverage fraction