Man pages for quanteda/quanteda.classifiers
Models for supervised text classification

crossvalCross-validate a fitted textmodel
data_corpus_LMRDLarge Movie Review Dataset from Maas et. al. (2011)
data_corpus_manifestosentsUKSentence-level corpus of UK party manifestos 1945-2017,...
is.tokens2sequencesCheck to see if function is a tokens2sequences type
performancePerformance statistics for prediction
predict.textmodel_cnnlstmembPrediction from a fitted textmodel_cnnlstmemb object
predict.textmodel_mlpPrediction from a fitted textmodel_mlp object
quanteda.classifiers-packagequanteda.classifiers
save.textmodel_mlpLoad or save keras-based textmodels
summary.textmodel_cnnlstmembsummary method for textmodel_cnnlstmemb objects
summary.textmodel_mlpsummary method for textmodel_mlp objects
textmodel_cnnlstmemb[Experimental] Convolutional NN + LSTM model fitted to word...
textmodel_evaluateModel evaluation function
textmodel_mlpMultilayer perceptron network (MLP) model for text...
tokens2sequences[Experimental] Convert quanteda tokens to keras sequences
tokens2sequences_conformMatch the feature names of one tokens2sequences object to...
quanteda/quanteda.classifiers documentation built on Oct. 20, 2023, 6:53 a.m.