Connect R with MOA for Massive Online Analysis


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Documentation for package ‘RMOA’ version 1.0

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AccuracyUpdatedEnsemble MOA classification using ensembles
AccuracyWeightedEnsemble MOA classification using ensembles
ActiveClassifier MOA active learning classification
ADACC MOA classification using ensembles
AdaHoeffdingOptionTree MOA classification trees
AMRulesRegressor MOA regressors
ASHoeffdingTree MOA classification trees
DACC MOA classification using ensembles
datastream Datastream objects and methods
datastream_csv File data stream
datastream_csv2 File data stream
datastream_dataframe data streams on a data.frame
datastream_delim File data stream
datastream_delim2 File data stream
datastream_ffdf data streams on an ffdf
datastream_file File data stream
datastream_matrix data streams on a matrix
datastream_table File data stream
DecisionStump MOA classification trees
factorise Convert character strings to factors in a dataset
FIMTDD MOA regressors
HoeffdingAdaptiveTree MOA classification trees
HoeffdingOptionTree MOA classification trees
HoeffdingTree MOA classification trees
LeveragingBag MOA classification using ensembles
LimAttClassifier MOA classification using ensembles
LimAttHoeffdingTree MOA classification trees
MOAattributes Define the attributes of a dataset (factor levels, numeric or string data) in a MOA setting
MOAoptions Get and set options for models build with MOA.
MOA_classification_activelearning MOA active learning classification
MOA_classification_bayes MOA bayesian classification
MOA_classification_ensemblelearning MOA classification using ensembles
MOA_classification_trees MOA classification trees
MOA_classifier Create a MOA classifier
MOA_regressor Create a MOA regressor
MOA_regressors MOA regressors
NaiveBayes MOA bayesian classification
NaiveBayesMultinomial MOA bayesian classification
OCBoost MOA classification using ensembles
OnlineAccuracyUpdatedEnsemble MOA classification using ensembles
OzaBag MOA classification using ensembles
OzaBagAdwin MOA classification using ensembles
OzaBagASHT MOA classification using ensembles
OzaBoost MOA classification using ensembles
OzaBoostAdwin MOA classification using ensembles
predict.MOA_trainedmodel Predict using a MOA classifier on a new dataset
RandomHoeffdingTree MOA classification trees
summary.MOA_classifier Summary statistics of a MOA classifier
summary.MOA_regressor Summary statistics of a MOA regressor
TemporallyAugmentedClassifier MOA classification using ensembles
trainMOA Train a MOA classifier (e.g. a HoeffdingTree) on a datastream
WeightedMajorityAlgorithm MOA classification using ensembles