hex.maxrglm

Class MaxRGLM

java.lang.Object

water.Iced

hex.ModelBuilder<MaxRGLMModel,MaxRGLMModel.MaxRGLMParameters,MaxRGLMModel.MaxRGLMModelOutput>

hex.maxrglm.MaxRGLM

All Implemented Interfaces:

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

public class MaxRGLM
extends hex.ModelBuilder<MaxRGLMModel,MaxRGLMModel.MaxRGLMParameters,MaxRGLMModel.MaxRGLMModelOutput>

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
java.lang.String[][]	_bestModelPredictors
double[]	_bestR2Values
int	_glmNFolds
int	_numModelBuilt
int	_numPredictors
java.lang.String[]	_predictorNames

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, _valid, _vresponse, _weights

Constructor Summary

Constructors

Constructor and Description
MaxRGLM(boolean startup_once)
MaxRGLM(MaxRGLMModel.MaxRGLMParameters parms)
MaxRGLM(MaxRGLMModel.MaxRGLMParameters parms, water.Key<MaxRGLMModel> key)

Method Summary

Modifier and Type	Method and Description
hex.ModelBuilder.BuilderVisibility	buildVisibility()
hex.ModelCategory[]	can_build()
boolean	haveMojo()
boolean	havePojo()
void	init(boolean expensive)
boolean	isSupervised()
protected int	nModelsInParallel(int folds)
protected hex.maxrglm.MaxRGLM.MaxRGLMDriver	trainModelImpl()

Methods inherited from class hex.ModelBuilder

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

Methods inherited from class water.Iced

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

Methods inherited from class java.lang.Object

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

Field Detail

_bestModelPredictors

public java.lang.String[][] _bestModelPredictors

_bestR2Values

public double[] _bestR2Values

_numModelBuilt

public int _numModelBuilt

_numPredictors

public int _numPredictors

_predictorNames

public java.lang.String[] _predictorNames

_glmNFolds

public int _glmNFolds

Constructor Detail

MaxRGLM

public MaxRGLM(boolean startup_once)

MaxRGLM

public MaxRGLM(MaxRGLMModel.MaxRGLMParameters parms)

MaxRGLM

public MaxRGLM(MaxRGLMModel.MaxRGLMParameters parms,
               water.Key<MaxRGLMModel> key)

Method Detail

nModelsInParallel

protected int nModelsInParallel(int folds)

Overrides:

nModelsInParallel in class hex.ModelBuilder<MaxRGLMModel,MaxRGLMModel.MaxRGLMParameters,MaxRGLMModel.MaxRGLMModelOutput>

trainModelImpl

protected hex.maxrglm.MaxRGLM.MaxRGLMDriver trainModelImpl()

Specified by:

trainModelImpl in class hex.ModelBuilder<MaxRGLMModel,MaxRGLMModel.MaxRGLMParameters,MaxRGLMModel.MaxRGLMModelOutput>

can_build

public hex.ModelCategory[] can_build()

Specified by:

can_build in class hex.ModelBuilder<MaxRGLMModel,MaxRGLMModel.MaxRGLMParameters,MaxRGLMModel.MaxRGLMModelOutput>

isSupervised

public boolean isSupervised()

Specified by:

isSupervised in class hex.ModelBuilder<MaxRGLMModel,MaxRGLMModel.MaxRGLMParameters,MaxRGLMModel.MaxRGLMModelOutput>

haveMojo

public boolean haveMojo()

Overrides:

haveMojo in class hex.ModelBuilder<MaxRGLMModel,MaxRGLMModel.MaxRGLMParameters,MaxRGLMModel.MaxRGLMModelOutput>

havePojo

public boolean havePojo()

Overrides:

havePojo in class hex.ModelBuilder<MaxRGLMModel,MaxRGLMModel.MaxRGLMParameters,MaxRGLMModel.MaxRGLMModelOutput>

buildVisibility

public hex.ModelBuilder.BuilderVisibility buildVisibility()

init

public void init(boolean expensive)

Overrides:

init in class hex.ModelBuilder<MaxRGLMModel,MaxRGLMModel.MaxRGLMParameters,MaxRGLMModel.MaxRGLMModelOutput>