ModelBuilders.Helper (h2o-bindings 3.36.0 API)

java.lang.Object
- water.bindings.proxies.retrofit.ModelBuilders.Helper

Enclosing interface:: ModelBuilders

public static class ModelBuilders.Helper
extends java.lang.Object

Constructor Summary

Constructors
Constructor and Description

Helper()

Constructors
Constructor and Description
`Helper()`

Method Summary

All Methods Static Methods Concrete Methods
Modifier and Type	Method and Description
`static java.lang.String[]`	`keyArrayToStringArray(KeyV3[] keys)` Return an array of Strings for an array of keys.
`static retrofit2.Call<AggregatorV99>`	`trainAggregator(ModelBuilders z, AggregatorParametersV99 p)` Train a Aggregator model.
`static retrofit2.Call<ANOVAGLMV3>`	`trainAnovaglm(ModelBuilders z, ANOVAGLMParametersV3 p)` Train a ANOVAGLM model.
`static retrofit2.Call<CoxPHV3>`	`trainCoxph(ModelBuilders z, CoxPHParametersV3 p)` Train a CoxPH model.
`static retrofit2.Call<DeepLearningV3>`	`trainDeeplearning(ModelBuilders z, DeepLearningParametersV3 p)` Train a DeepLearning model.
`static retrofit2.Call<DRFV3>`	`trainDrf(ModelBuilders z, DRFParametersV3 p)` Train a DRF model.
`static retrofit2.Call<ExtendedIsolationForestV3>`	`trainExtendedisolationforest(ModelBuilders z, ExtendedIsolationForestParametersV3 p)` Train a ExtendedIsolationForest model.
`static retrofit2.Call<GAMV3>`	`trainGam(ModelBuilders z, GAMParametersV3 p)` Train a GAM model.
`static retrofit2.Call<GBMV3>`	`trainGbm(ModelBuilders z, GBMParametersV3 p)` Train a GBM model.
`static retrofit2.Call<GenericV3>`	`trainGeneric(ModelBuilders z, GenericParametersV3 p)` Train a Generic model.
`static retrofit2.Call<GLMV3>`	`trainGlm(ModelBuilders z, GLMParametersV3 p)` Train a GLM model.
`static retrofit2.Call<GLRMV3>`	`trainGlrm(ModelBuilders z, GLRMParametersV3 p)` Train a GLRM model.
`static retrofit2.Call<InfogramV3>`	`trainInfogram(ModelBuilders z, InfogramParametersV3 p)` Train a Infogram model.
`static retrofit2.Call<IsolationForestV3>`	`trainIsolationforest(ModelBuilders z, IsolationForestParametersV3 p)` Train a IsolationForest model.
`static retrofit2.Call<KMeansV3>`	`trainKmeans(ModelBuilders z, KMeansParametersV3 p)` Train a KMeans model.
`static retrofit2.Call<ModelSelectionV3>`	`trainModelselection(ModelBuilders z, ModelSelectionParametersV3 p)` Train a ModelSelection model.
`static retrofit2.Call<NaiveBayesV3>`	`trainNaivebayes(ModelBuilders z, NaiveBayesParametersV3 p)` Train a NaiveBayes model.
`static retrofit2.Call<PCAV3>`	`trainPca(ModelBuilders z, PCAParametersV3 p)` Train a PCA model.
`static retrofit2.Call<PSVMV3>`	`trainPsvm(ModelBuilders z, PSVMParametersV3 p)` Train a PSVM model.
`static retrofit2.Call<RuleFitV3>`	`trainRulefit(ModelBuilders z, RuleFitParametersV3 p)` Train a RuleFit model.
`static retrofit2.Call<StackedEnsembleV99>`	`trainStackedensemble(ModelBuilders z, StackedEnsembleParametersV99 p)` Train a StackedEnsemble model.
`static retrofit2.Call<SVDV99>`	`trainSvd(ModelBuilders z, SVDParametersV99 p)` Train a SVD model.
`static retrofit2.Call<TargetEncoderV3>`	`trainTargetencoder(ModelBuilders z, TargetEncoderParametersV3 p)` Train a TargetEncoder model.
`static retrofit2.Call<UpliftDRFV3>`	`trainUpliftdrf(ModelBuilders z, UpliftDRFParametersV3 p)` Train a UpliftDRF model.
`static retrofit2.Call<Word2VecV3>`	`trainWord2vec(ModelBuilders z, Word2VecParametersV3 p)` Train a Word2Vec model.
`static retrofit2.Call<XGBoostV3>`	`trainXgboost(ModelBuilders z, XGBoostParametersV3 p)` Train a XGBoost model.
`static retrofit2.Call<AggregatorV99>`	`validate_parametersAggregator(ModelBuilders z, AggregatorParametersV99 p)` Validate a set of Aggregator model builder parameters.
`static retrofit2.Call<ANOVAGLMV3>`	`validate_parametersAnovaglm(ModelBuilders z, ANOVAGLMParametersV3 p)` Validate a set of ANOVAGLM model builder parameters.
`static retrofit2.Call<CoxPHV3>`	`validate_parametersCoxph(ModelBuilders z, CoxPHParametersV3 p)` Validate a set of CoxPH model builder parameters.
`static retrofit2.Call<DeepLearningV3>`	`validate_parametersDeeplearning(ModelBuilders z, DeepLearningParametersV3 p)` Validate a set of DeepLearning model builder parameters.
`static retrofit2.Call<DRFV3>`	`validate_parametersDrf(ModelBuilders z, DRFParametersV3 p)` Validate a set of DRF model builder parameters.
`static retrofit2.Call<ExtendedIsolationForestV3>`	`validate_parametersExtendedisolationforest(ModelBuilders z, ExtendedIsolationForestParametersV3 p)` Validate a set of ExtendedIsolationForest model builder parameters.
`static retrofit2.Call<GAMV3>`	`validate_parametersGam(ModelBuilders z, GAMParametersV3 p)` Validate a set of GAM model builder parameters.
`static retrofit2.Call<GBMV3>`	`validate_parametersGbm(ModelBuilders z, GBMParametersV3 p)` Validate a set of GBM model builder parameters.
`static retrofit2.Call<GenericV3>`	`validate_parametersGeneric(ModelBuilders z, GenericParametersV3 p)` Validate a set of Generic model builder parameters.
`static retrofit2.Call<GLMV3>`	`validate_parametersGlm(ModelBuilders z, GLMParametersV3 p)` Validate a set of GLM model builder parameters.
`static retrofit2.Call<GLRMV3>`	`validate_parametersGlrm(ModelBuilders z, GLRMParametersV3 p)` Validate a set of GLRM model builder parameters.
`static retrofit2.Call<InfogramV3>`	`validate_parametersInfogram(ModelBuilders z, InfogramParametersV3 p)` Validate a set of Infogram model builder parameters.
`static retrofit2.Call<IsolationForestV3>`	`validate_parametersIsolationforest(ModelBuilders z, IsolationForestParametersV3 p)` Validate a set of IsolationForest model builder parameters.
`static retrofit2.Call<KMeansV3>`	`validate_parametersKmeans(ModelBuilders z, KMeansParametersV3 p)` Validate a set of KMeans model builder parameters.
`static retrofit2.Call<ModelSelectionV3>`	`validate_parametersModelselection(ModelBuilders z, ModelSelectionParametersV3 p)` Validate a set of ModelSelection model builder parameters.
`static retrofit2.Call<NaiveBayesV3>`	`validate_parametersNaivebayes(ModelBuilders z, NaiveBayesParametersV3 p)` Validate a set of NaiveBayes model builder parameters.
`static retrofit2.Call<PCAV3>`	`validate_parametersPca(ModelBuilders z, PCAParametersV3 p)` Validate a set of PCA model builder parameters.
`static retrofit2.Call<PSVMV3>`	`validate_parametersPsvm(ModelBuilders z, PSVMParametersV3 p)` Validate a set of PSVM model builder parameters.
`static retrofit2.Call<RuleFitV3>`	`validate_parametersRulefit(ModelBuilders z, RuleFitParametersV3 p)` Validate a set of RuleFit model builder parameters.
`static retrofit2.Call<StackedEnsembleV99>`	`validate_parametersStackedensemble(ModelBuilders z, StackedEnsembleParametersV99 p)` Validate a set of StackedEnsemble model builder parameters.
`static retrofit2.Call<SVDV99>`	`validate_parametersSvd(ModelBuilders z, SVDParametersV99 p)` Validate a set of SVD model builder parameters.
`static retrofit2.Call<TargetEncoderV3>`	`validate_parametersTargetencoder(ModelBuilders z, TargetEncoderParametersV3 p)` Validate a set of TargetEncoder model builder parameters.
`static retrofit2.Call<UpliftDRFV3>`	`validate_parametersUpliftdrf(ModelBuilders z, UpliftDRFParametersV3 p)` Validate a set of UpliftDRF model builder parameters.
`static retrofit2.Call<Word2VecV3>`	`validate_parametersWord2vec(ModelBuilders z, Word2VecParametersV3 p)` Validate a set of Word2Vec model builder parameters.
`static retrofit2.Call<XGBoostV3>`	`validate_parametersXgboost(ModelBuilders z, XGBoostParametersV3 p)` Validate a set of XGBoost model builder parameters.

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail
- Helper
```
public Helper()
```

Method Detail

trainXgboost

public static retrofit2.Call<XGBoostV3> trainXgboost(ModelBuilders z,
                                                     XGBoostParametersV3 p)

Train a XGBoost model.

validate_parametersXgboost

public static retrofit2.Call<XGBoostV3> validate_parametersXgboost(ModelBuilders z,
                                                                   XGBoostParametersV3 p)

Validate a set of XGBoost model builder parameters.

trainInfogram

public static retrofit2.Call<InfogramV3> trainInfogram(ModelBuilders z,
                                                       InfogramParametersV3 p)

Train a Infogram model.

validate_parametersInfogram

public static retrofit2.Call<InfogramV3> validate_parametersInfogram(ModelBuilders z,
                                                                     InfogramParametersV3 p)

Validate a set of Infogram model builder parameters.

trainTargetencoder

public static retrofit2.Call<TargetEncoderV3> trainTargetencoder(ModelBuilders z,
                                                                 TargetEncoderParametersV3 p)

Train a TargetEncoder model.

validate_parametersTargetencoder

public static retrofit2.Call<TargetEncoderV3> validate_parametersTargetencoder(ModelBuilders z,
                                                                               TargetEncoderParametersV3 p)

Validate a set of TargetEncoder model builder parameters.

trainDeeplearning

public static retrofit2.Call<DeepLearningV3> trainDeeplearning(ModelBuilders z,
                                                               DeepLearningParametersV3 p)

Train a DeepLearning model.

validate_parametersDeeplearning

public static retrofit2.Call<DeepLearningV3> validate_parametersDeeplearning(ModelBuilders z,
                                                                             DeepLearningParametersV3 p)

Validate a set of DeepLearning model builder parameters.

trainGlm

public static retrofit2.Call<GLMV3> trainGlm(ModelBuilders z,
                                             GLMParametersV3 p)

Train a GLM model.

validate_parametersGlm

public static retrofit2.Call<GLMV3> validate_parametersGlm(ModelBuilders z,
                                                           GLMParametersV3 p)

Validate a set of GLM model builder parameters.

trainGlrm

public static retrofit2.Call<GLRMV3> trainGlrm(ModelBuilders z,
                                               GLRMParametersV3 p)

Train a GLRM model.

validate_parametersGlrm

public static retrofit2.Call<GLRMV3> validate_parametersGlrm(ModelBuilders z,
                                                             GLRMParametersV3 p)

Validate a set of GLRM model builder parameters.

trainKmeans

public static retrofit2.Call<KMeansV3> trainKmeans(ModelBuilders z,
                                                   KMeansParametersV3 p)

Train a KMeans model.

validate_parametersKmeans

public static retrofit2.Call<KMeansV3> validate_parametersKmeans(ModelBuilders z,
                                                                 KMeansParametersV3 p)

Validate a set of KMeans model builder parameters.

trainNaivebayes

public static retrofit2.Call<NaiveBayesV3> trainNaivebayes(ModelBuilders z,
                                                           NaiveBayesParametersV3 p)

Train a NaiveBayes model.

validate_parametersNaivebayes

public static retrofit2.Call<NaiveBayesV3> validate_parametersNaivebayes(ModelBuilders z,
                                                                         NaiveBayesParametersV3 p)

Validate a set of NaiveBayes model builder parameters.

trainPca

public static retrofit2.Call<PCAV3> trainPca(ModelBuilders z,
                                             PCAParametersV3 p)

Train a PCA model.

validate_parametersPca

public static retrofit2.Call<PCAV3> validate_parametersPca(ModelBuilders z,
                                                           PCAParametersV3 p)

Validate a set of PCA model builder parameters.

trainSvd

public static retrofit2.Call<SVDV99> trainSvd(ModelBuilders z,
                                              SVDParametersV99 p)

Train a SVD model.

validate_parametersSvd

public static retrofit2.Call<SVDV99> validate_parametersSvd(ModelBuilders z,
                                                            SVDParametersV99 p)

Validate a set of SVD model builder parameters.

trainDrf

public static retrofit2.Call<DRFV3> trainDrf(ModelBuilders z,
                                             DRFParametersV3 p)

Train a DRF model.

validate_parametersDrf

public static retrofit2.Call<DRFV3> validate_parametersDrf(ModelBuilders z,
                                                           DRFParametersV3 p)

Validate a set of DRF model builder parameters.

trainGbm

public static retrofit2.Call<GBMV3> trainGbm(ModelBuilders z,
                                             GBMParametersV3 p)

Train a GBM model.

validate_parametersGbm

public static retrofit2.Call<GBMV3> validate_parametersGbm(ModelBuilders z,
                                                           GBMParametersV3 p)

Validate a set of GBM model builder parameters.

trainIsolationforest

public static retrofit2.Call<IsolationForestV3> trainIsolationforest(ModelBuilders z,
                                                                     IsolationForestParametersV3 p)

Train a IsolationForest model.

validate_parametersIsolationforest

public static retrofit2.Call<IsolationForestV3> validate_parametersIsolationforest(ModelBuilders z,
                                                                                   IsolationForestParametersV3 p)

Validate a set of IsolationForest model builder parameters.

trainExtendedisolationforest

public static retrofit2.Call<ExtendedIsolationForestV3> trainExtendedisolationforest(ModelBuilders z,
                                                                                     ExtendedIsolationForestParametersV3 p)

Train a ExtendedIsolationForest model.

validate_parametersExtendedisolationforest

public static retrofit2.Call<ExtendedIsolationForestV3> validate_parametersExtendedisolationforest(ModelBuilders z,
                                                                                                   ExtendedIsolationForestParametersV3 p)

Validate a set of ExtendedIsolationForest model builder parameters.

trainAggregator

public static retrofit2.Call<AggregatorV99> trainAggregator(ModelBuilders z,
                                                            AggregatorParametersV99 p)

Train a Aggregator model.

validate_parametersAggregator

public static retrofit2.Call<AggregatorV99> validate_parametersAggregator(ModelBuilders z,
                                                                          AggregatorParametersV99 p)

Validate a set of Aggregator model builder parameters.

trainWord2vec

public static retrofit2.Call<Word2VecV3> trainWord2vec(ModelBuilders z,
                                                       Word2VecParametersV3 p)

Train a Word2Vec model.

validate_parametersWord2vec

public static retrofit2.Call<Word2VecV3> validate_parametersWord2vec(ModelBuilders z,
                                                                     Word2VecParametersV3 p)

Validate a set of Word2Vec model builder parameters.

trainStackedensemble

public static retrofit2.Call<StackedEnsembleV99> trainStackedensemble(ModelBuilders z,
                                                                      StackedEnsembleParametersV99 p)

Train a StackedEnsemble model.

validate_parametersStackedensemble

public static retrofit2.Call<StackedEnsembleV99> validate_parametersStackedensemble(ModelBuilders z,
                                                                                    StackedEnsembleParametersV99 p)

Validate a set of StackedEnsemble model builder parameters.

trainCoxph

public static retrofit2.Call<CoxPHV3> trainCoxph(ModelBuilders z,
                                                 CoxPHParametersV3 p)

Train a CoxPH model.

validate_parametersCoxph

public static retrofit2.Call<CoxPHV3> validate_parametersCoxph(ModelBuilders z,
                                                               CoxPHParametersV3 p)

Validate a set of CoxPH model builder parameters.

trainGeneric

public static retrofit2.Call<GenericV3> trainGeneric(ModelBuilders z,
                                                     GenericParametersV3 p)

Train a Generic model.

validate_parametersGeneric

public static retrofit2.Call<GenericV3> validate_parametersGeneric(ModelBuilders z,
                                                                   GenericParametersV3 p)

Validate a set of Generic model builder parameters.

trainGam

public static retrofit2.Call<GAMV3> trainGam(ModelBuilders z,
                                             GAMParametersV3 p)

Train a GAM model.

validate_parametersGam

public static retrofit2.Call<GAMV3> validate_parametersGam(ModelBuilders z,
                                                           GAMParametersV3 p)

Validate a set of GAM model builder parameters.

trainAnovaglm

public static retrofit2.Call<ANOVAGLMV3> trainAnovaglm(ModelBuilders z,
                                                       ANOVAGLMParametersV3 p)

Train a ANOVAGLM model.

validate_parametersAnovaglm

public static retrofit2.Call<ANOVAGLMV3> validate_parametersAnovaglm(ModelBuilders z,
                                                                     ANOVAGLMParametersV3 p)

Validate a set of ANOVAGLM model builder parameters.

trainPsvm

public static retrofit2.Call<PSVMV3> trainPsvm(ModelBuilders z,
                                               PSVMParametersV3 p)

Train a PSVM model.

validate_parametersPsvm

public static retrofit2.Call<PSVMV3> validate_parametersPsvm(ModelBuilders z,
                                                             PSVMParametersV3 p)

Validate a set of PSVM model builder parameters.

trainRulefit

public static retrofit2.Call<RuleFitV3> trainRulefit(ModelBuilders z,
                                                     RuleFitParametersV3 p)

Train a RuleFit model.

validate_parametersRulefit

public static retrofit2.Call<RuleFitV3> validate_parametersRulefit(ModelBuilders z,
                                                                   RuleFitParametersV3 p)

Validate a set of RuleFit model builder parameters.

trainUpliftdrf

public static retrofit2.Call<UpliftDRFV3> trainUpliftdrf(ModelBuilders z,
                                                         UpliftDRFParametersV3 p)

Train a UpliftDRF model.

validate_parametersUpliftdrf

public static retrofit2.Call<UpliftDRFV3> validate_parametersUpliftdrf(ModelBuilders z,
                                                                       UpliftDRFParametersV3 p)

Validate a set of UpliftDRF model builder parameters.

trainModelselection

public static retrofit2.Call<ModelSelectionV3> trainModelselection(ModelBuilders z,
                                                                   ModelSelectionParametersV3 p)

Train a ModelSelection model.

validate_parametersModelselection

public static retrofit2.Call<ModelSelectionV3> validate_parametersModelselection(ModelBuilders z,
                                                                                 ModelSelectionParametersV3 p)

Validate a set of ModelSelection model builder parameters.

keyArrayToStringArray

public static java.lang.String[] keyArrayToStringArray(KeyV3[] keys)

Return an array of Strings for an array of keys.

Class ModelBuilders.Helper

Constructor Summary