COmprehensive Searches ThroUgh Machine learning for systEmatic Reviews

atom_dtm | Create a dtm from a corpus (tf weights) |

check_tokened | Check Tokenization for list |

corpora2list | Corpora into list and back to corpora |

costumer | costumer: COmprehensive Searches ThroUgh Machine learning for... |

create_train | Create training data structure |

data2corpus | Import to corpus |

dns2stm | Dense matrix to Simple Triplet-Matrix |

dtm_lfilter | Left filter for DTMs |

glmnet_cvAble | glmnet_cvAble |

hutch_map | Transform on HUTCH corpora |

hutch_sampling | Balancing of DTM |

idf | Inverse document-frequencies Calculator |

knn_cvAble | knn_cvAble |

liu_4h28 | Liu's metanalysis positive trials and random negative ones |

liu_corpus | Liu's Corpus |

liu_dtm | Liu's Document-Term Matrix |

LogitBoost_cvAble | LogitBoost_cvAble |

lowering | Lowering |

nb_cvAble | nb_cvAble |

ngram | n-Gram creators |

nonword | Eliminate non-words |

pipe | Pipe operator |

reweights_test | Weights for Test dtm |

rf_cvAble | rf_cvAble |

ROS3565_new | ROS3565_new |

ROS5050_new | ROS5050_new |

RUS3565_new | RUS3565_new |

RUS5050_new | RUS5050_new |

statistics | Calculation of different performance measures and statistical... |

stem | Stem words |

stm2dns | Simple Triplet-Matrix to Dense matrix |

svmLinear2_cvAble | svmLinear2_cvAble |

tfidf4dtm | Tf-IDf for DTM |

tf_normalizator | Term Frequencies Normalizator for Document-Term Matrices |

tok_token | Tokenizator of token |

variable_select | Variable selector (best tfidf rank) |

v_assign_meta | Assign a vector of metadata to a corpus |

white | Strip White Spaces |

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