public class StackedEnsemble extends hex.ModelBuilder<StackedEnsembleModel,StackedEnsembleModel.StackedEnsembleParameters,StackedEnsembleModel.StackedEnsembleOutput>
Modifier and Type | Field and Description |
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protected StackedEnsembleModel |
_model |
Constructor and Description |
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StackedEnsemble(boolean startup_once) |
StackedEnsemble(StackedEnsembleModel.StackedEnsembleParameters parms) |
Modifier and Type | Method and Description |
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static void |
addModelPredictionsToLevelOneFrame(hex.Model aModel,
water.fvec.Frame aModelsPredictions,
water.fvec.Frame levelOneFrame) |
hex.ModelBuilder.BuilderVisibility |
builderVisibility() |
hex.ModelCategory[] |
can_build() |
boolean |
isSupervised() |
protected hex.ensemble.StackedEnsemble.StackedEnsembleDriver |
trainModelImpl() |
algoName, algos, checkDistributions, checkMemoryFootPrint, clearInitState, clearValidationErrors, computeCrossValidation, computePriorClassDistribution, cv_AssignFold, cv_buildModels, cv_computeAndSetOptimalParameters, cv_mainModelScores, cv_makeFramesAndBuilders, cv_makeWeights, cv_scoreCVModels, defaultKey, desiredChunks, dest, error_count, error, get, getToEigenVec, hasFoldCol, hasOffsetCol, hasWeightCol, haveMojo, havePojo, hide, ignoreBadColumns, ignoreConstColumns, ignoreInvalidColumns, ignoreStringColumns, info, init_adaptFrameToTrain, init, isClassifier, isStopped, javaName, logMe, make, message, nclasses, nFoldCV, nFoldWork, nModelsInParallel, numSpecialCols, paramName, rebalance, response, schemaDirectory, separateFeatureVecs, setTrain, shouldReorder, specialColNames, stop_requested, timeout, train, trainModel, trainModelNested, valid, validationErrors, vresponse, warn
protected StackedEnsembleModel _model
public StackedEnsemble(StackedEnsembleModel.StackedEnsembleParameters parms)
public StackedEnsemble(boolean startup_once)
public hex.ModelCategory[] can_build()
can_build
in class hex.ModelBuilder<StackedEnsembleModel,StackedEnsembleModel.StackedEnsembleParameters,StackedEnsembleModel.StackedEnsembleOutput>
public hex.ModelBuilder.BuilderVisibility builderVisibility()
builderVisibility
in class hex.ModelBuilder<StackedEnsembleModel,StackedEnsembleModel.StackedEnsembleParameters,StackedEnsembleModel.StackedEnsembleOutput>
public boolean isSupervised()
isSupervised
in class hex.ModelBuilder<StackedEnsembleModel,StackedEnsembleModel.StackedEnsembleParameters,StackedEnsembleModel.StackedEnsembleOutput>
protected hex.ensemble.StackedEnsemble.StackedEnsembleDriver trainModelImpl()
trainModelImpl
in class hex.ModelBuilder<StackedEnsembleModel,StackedEnsembleModel.StackedEnsembleParameters,StackedEnsembleModel.StackedEnsembleOutput>
public static void addModelPredictionsToLevelOneFrame(hex.Model aModel, water.fvec.Frame aModelsPredictions, water.fvec.Frame levelOneFrame)