RMOA: Connect R with MOA for Massive Online Analysis

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Connect R with MOA (Massive Online Analysis - http://moa.cms.waikato.ac.nz) to build classification models and regression models on streaming data or out-of-RAM data

Author
Jan Wijffels [aut, cre], BNOSAC [cph]
Date of publication
2014-09-19 00:54:31
Maintainer
Jan Wijffels <jwijffels@bnosac.be>
License
GPL-3
Version
1.0
URLs

View on CRAN

Man pages

datastream
Datastream objects and methods
datastream_dataframe
data streams on a data.frame
datastream_ffdf
data streams on an ffdf
datastream_file
File data stream
datastream_matrix
data streams on a matrix
factorise
Convert character strings to factors in a dataset
MOAattributes
Define the attributes of a dataset (factor levels, numeric or...
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
MOAoptions
Get and set options for models build with MOA.
MOA_regressor
Create a MOA regressor
MOA_regressors
MOA regressors
predict.MOA_trainedmodel
Predict using a MOA classifier on a new dataset
summary.MOA_classifier
Summary statistics of a MOA classifier
summary.MOA_regressor
Summary statistics of a MOA regressor
trainMOA
Train a MOA classifier (e.g. a HoeffdingTree) on a datastream

Files in this package

RMOA
RMOA/inst
RMOA/inst/TODO
RMOA/inst/CITATION
RMOA/inst/NEWS
RMOA/inst/doc
RMOA/inst/doc/packageShowCase.R
RMOA/inst/doc/packageShowCase.pdf
RMOA/inst/doc/packageShowCase.Rnw
RMOA/NAMESPACE
RMOA/R
RMOA/R/knownmodels.R
RMOA/R/utils.R
RMOA/R/MOAmodeloptions.R
RMOA/R/Regression.R
RMOA/R/train.R
RMOA/R/AllImports.R
RMOA/R/MOAinstances.R
RMOA/R/Datastreams.R
RMOA/R/Classification.R
RMOA/R/AAA.R
RMOA/vignettes
RMOA/vignettes/logo_bnosac.png
RMOA/vignettes/packageShowCase.Rnw
RMOA/MD5
RMOA/build
RMOA/build/vignette.rds
RMOA/DESCRIPTION
RMOA/man
RMOA/man/predict.MOA_trainedmodel.Rd
RMOA/man/MOAattributes.Rd
RMOA/man/MOA_regressor.Rd
RMOA/man/MOAoptions.Rd
RMOA/man/datastream_matrix.Rd
RMOA/man/MOA_classification_activelearning.Rd
RMOA/man/MOA_classification_trees.Rd
RMOA/man/datastream_dataframe.Rd
RMOA/man/trainMOA.Rd
RMOA/man/MOA_regressors.Rd
RMOA/man/datastream_file.Rd
RMOA/man/summary.MOA_classifier.Rd
RMOA/man/MOA_classification_ensemblelearning.Rd
RMOA/man/summary.MOA_regressor.Rd
RMOA/man/MOA_classification_bayes.Rd
RMOA/man/factorise.Rd
RMOA/man/MOA_classifier.Rd
RMOA/man/datastream_ffdf.Rd
RMOA/man/datastream.Rd