hex.anovaglm

Class ANOVAGLM

java.lang.Object

water.Iced

hex.ModelBuilder<ANOVAGLMModel,ANOVAGLMModel.ANOVAGLMParameters,ANOVAGLMModel.ANOVAGLMModelOutput>

hex.anovaglm.ANOVAGLM

All Implemented Interfaces:

java.io.Externalizable, java.io.Serializable, java.lang.Cloneable, water.Freezable

public class ANOVAGLM
extends hex.ModelBuilder<ANOVAGLMModel,ANOVAGLMModel.ANOVAGLMParameters,ANOVAGLMModel.ANOVAGLMModelOutput>

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class hex.ModelBuilder

hex.ModelBuilder.BuilderVisibility, hex.ModelBuilder.Driver, hex.ModelBuilder.FilterCols, hex.ModelBuilder.ModelTrainingCoordinator, hex.ModelBuilder.ValidationMessage

Field Summary

Fields

Modifier and Type	Field and Description
int	_numberOfModels
int	_numberOfPredCombo
int	_numberOfPredictors
int[]	_predictorColumnStart
java.lang.String[][]	_transformedColNames

Fields inherited from class hex.ModelBuilder

_coordinator, _desc, _eventPublisher, _fold, _input_parms, _job, _messages, _nclass, _offset, _orig_projection_array, _origDomains, _origNames, _origTrain, _parms, _priorClassDist, _removedCols, _response, _result, _startUpOnceModelBuilder, _train, _treatment, _valid, _vresponse, _weights

Constructor Summary

Constructors

Constructor and Description
ANOVAGLM(ANOVAGLMModel.ANOVAGLMParameters parms)
ANOVAGLM(ANOVAGLMModel.ANOVAGLMParameters parms, water.Key<ANOVAGLMModel> key)
ANOVAGLM(boolean startup_once)

Method Summary

Modifier and Type	Method and Description
hex.ModelCategory[]	can_build()
boolean	haveMojo()
boolean	havePojo()
void	init(boolean expensive)
boolean	isSupervised()
protected int	nModelsInParallel(int folds)
protected hex.anovaglm.ANOVAGLM.ANOVAGLMDriver	trainModelImpl()

Methods inherited from class hex.ModelBuilder

algoName, algos, builderVisibility, canLearnFromNAs, checkCustomMetricForEarlyStopping, checkDistributions, checkEarlyStoppingReproducibility, checkMemoryFootPrint_impl, checkMemoryFootPrint, checkResponseVariable, clearInitState, clearValidationErrors, computeCrossValidation, computePriorClassDistribution, cv_buildModels, cv_canBuildMainModelInParallel, cv_computeAndSetOptimalParameters, cv_initStoppingParameters, cv_mainModelScores, cv_makeAggregateModelMetrics, cv_scoreCVModels, cv_updateOptimalParameters, defaultKey, desiredChunks, dest, error_count, error, get, getMessagesByFieldAndSeverity, getName, getSysProperty, getToEigenVec, hasFoldCol, hasOffsetCol, hasTreatmentCol, hasWeightCol, hide, ignoreBadColumns, ignoreConstColumns, ignoreInvalidColumns, ignoreStringColumns, ignoreUuidColumns, info, init_adaptFrameToTrain, init_getNClass, initWorkspace, isClassifier, isResponseOptional, isStopped, javaName, logMe, make, make, make, makeCVMetrics, makeCVModelBuilder, makeParameters, makePojoWriter, message, nclasses, nFoldCV, nFoldWork, nModelsInParallel, nModelsInParallel, numSpecialCols, paramName, raiseReproducibilityWarning, rebalance, remainingTimeSecs, response, schemaDirectory, separateFeatureVecs, setMaxRuntimeSecsForMainModel, setTrain, setValid, shouldReorder, smallDataSize, stop_requested, timeout, train, trainModel, trainModel, trainModelNested, trainModelNested, trainModelOnH2ONode, valid, validateBinaryResponse, validateStoppingMetric, validationErrors, validationWarnings, vresponse, warn

Methods inherited from class water.Iced

asBytes, clone, copyOver, frozenType, read, readExternal, readJSON, reloadFromBytes, toJsonBytes, toJsonString, write, writeExternal, writeJSON

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

_numberOfModels

public int _numberOfModels

_numberOfPredCombo

public int _numberOfPredCombo

_numberOfPredictors

public int _numberOfPredictors

_transformedColNames

public java.lang.String[][] _transformedColNames

_predictorColumnStart

public int[] _predictorColumnStart

Constructor Detail

ANOVAGLM

public ANOVAGLM(boolean startup_once)

ANOVAGLM

public ANOVAGLM(ANOVAGLMModel.ANOVAGLMParameters parms)

ANOVAGLM

public ANOVAGLM(ANOVAGLMModel.ANOVAGLMParameters parms,
                water.Key<ANOVAGLMModel> key)

Method Detail

nModelsInParallel

protected int nModelsInParallel(int folds)

Overrides:

nModelsInParallel in class hex.ModelBuilder<ANOVAGLMModel,ANOVAGLMModel.ANOVAGLMParameters,ANOVAGLMModel.ANOVAGLMModelOutput>

trainModelImpl

protected hex.anovaglm.ANOVAGLM.ANOVAGLMDriver trainModelImpl()

Specified by:

trainModelImpl in class hex.ModelBuilder<ANOVAGLMModel,ANOVAGLMModel.ANOVAGLMParameters,ANOVAGLMModel.ANOVAGLMModelOutput>

can_build

public hex.ModelCategory[] can_build()

Specified by:

can_build in class hex.ModelBuilder<ANOVAGLMModel,ANOVAGLMModel.ANOVAGLMParameters,ANOVAGLMModel.ANOVAGLMModelOutput>

isSupervised

public boolean isSupervised()

Specified by:

isSupervised in class hex.ModelBuilder<ANOVAGLMModel,ANOVAGLMModel.ANOVAGLMParameters,ANOVAGLMModel.ANOVAGLMModelOutput>

haveMojo

public boolean haveMojo()

Overrides:

haveMojo in class hex.ModelBuilder<ANOVAGLMModel,ANOVAGLMModel.ANOVAGLMParameters,ANOVAGLMModel.ANOVAGLMModelOutput>

havePojo

public boolean havePojo()

Overrides:

havePojo in class hex.ModelBuilder<ANOVAGLMModel,ANOVAGLMModel.ANOVAGLMParameters,ANOVAGLMModel.ANOVAGLMModelOutput>

init

public void init(boolean expensive)

Overrides:

init in class hex.ModelBuilder<ANOVAGLMModel,ANOVAGLMModel.ANOVAGLMParameters,ANOVAGLMModel.ANOVAGLMModelOutput>