MOA_regressor | R Documentation |
Create a MOA regressor
MOA_regressor(model, control = NULL, ...)
model |
character string with a model.
E.g. AMRulesRegressor, FadingTargetMean, FIMTDD, ORTO, Perceptron, RandomRules, SGD, TargetMean, ...
The list of known models can be obtained by typing RMOA:::.moaknownmodels.
See the examples and |
control |
an object of class |
... |
options of parameters passed on to |
An object of class MOA_regressor
MOAoptions
mymodel <- MOA_regressor(model = "FIMTDD") mymodel data(iris) iris <- factorise(iris) irisdatastream <- datastream_dataframe(data=iris) ## Train the model mytrainedmodel <- trainMOA(model = mymodel, Sepal.Length ~ Petal.Length + Species, data = irisdatastream) mytrainedmodel$model summary(lm(Sepal.Length ~ Petal.Length + Species, data = iris)) predict(mytrainedmodel, newdata=iris)
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