Connect R with MOA for Massive Online Analysis

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Documentation for package ‘RMOA’ version 1.1.0

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

Help Pages

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
BaselinePredictor	MOA recommendation engines
BRISMFPredictor	MOA recommendation engines
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
FadingTargetMean	MOA regressors
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_recommendation_engines	MOA recommendation engines
MOA_recommender	Create a MOA recommendation engine
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
ORTO	MOA regressors
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
Perceptron	MOA regressors
predict.MOA_trainedmodel	Predict using a MOA classifier, MOA regressor or MOA recommender on a new dataset
RandomHoeffdingTree	MOA classification trees
summary.MOA_classifier	Summary statistics of a MOA classifier
summary.MOA_recommender	Summary statistics of a MOA recommender
summary.MOA_regressor	Summary statistics of a MOA regressor
TargetMean	MOA regressors
TemporallyAugmentedClassifier	MOA classification using ensembles
trainMOA	Train a MOA classifier/regressor/recommendation engine on a datastream
trainMOA.MOA_classifier	Train a MOA classifier (e.g. a HoeffdingTree) on a datastream
trainMOA.MOA_recommender	Train a MOA recommender (e.g. a BRISMFPredictor) on a datastream
trainMOA.MOA_regressor	Train a MOA regressor (e.g. a FIMTDD) on a datastream
WeightedMajorityAlgorithm	MOA classification using ensembles