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 |