water.bindings.proxies.retrofit

Class ModelBuilders.Helper

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()

Method Summary

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<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<DeepWaterV3>	trainDeepwater(ModelBuilders z, DeepWaterParametersV3 p) Train a DeepWater model.
static retrofit2.Call<DRFV3>	trainDrf(ModelBuilders z, DRFParametersV3 p) Train a DRF model.
static retrofit2.Call<GBMV3>	trainGbm(ModelBuilders z, GBMParametersV3 p) Train a GBM 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<KMeansV3>	trainKmeans(ModelBuilders z, KMeansParametersV3 p) Train a KMeans 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<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<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<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<DeepWaterV3>	validate_parametersDeepwater(ModelBuilders z, DeepWaterParametersV3 p) Validate a set of DeepWater model builder parameters.
static retrofit2.Call<DRFV3>	validate_parametersDrf(ModelBuilders z, DRFParametersV3 p) Validate a set of DRF model builder parameters.
static retrofit2.Call<GBMV3>	validate_parametersGbm(ModelBuilders z, GBMParametersV3 p) Validate a set of GBM 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<KMeansV3>	validate_parametersKmeans(ModelBuilders z, KMeansParametersV3 p) Validate a set of KMeans 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<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<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.

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.

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.

trainDeepwater

public static retrofit2.Call<DeepWaterV3> trainDeepwater(ModelBuilders z,
                                                         DeepWaterParametersV3 p)

Train a DeepWater model.

validate_parametersDeepwater

public static retrofit2.Call<DeepWaterV3> validate_parametersDeepwater(ModelBuilders z,
                                                                       DeepWaterParametersV3 p)

Validate a set of DeepWater 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.

keyArrayToStringArray

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

Return an array of Strings for an array of keys.