hex.tree.gbm

Class GBMModel.GBMOutput

java.lang.Object

water.Iced

hex.Model.Output

hex.SupervisedModel.SupervisedOutput

hex.tree.SharedTreeModel.SharedTreeOutput

hex.tree.gbm.GBMModel.GBMOutput

All Implemented Interfaces:

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

Enclosing class:

GBMModel

public static class GBMModel.GBMOutput
extends SharedTreeModel.SharedTreeOutput

See Also:

Serialized Form

Field Summary

Fields inherited from class hex.tree.SharedTreeModel.SharedTreeOutput

_init_f, _mse_train, _mse_valid, _ntrees, _training_time_ms, _treeKeys, _treeStats, _variable_importances

Fields inherited from class hex.SupervisedModel.SupervisedOutput

_distribution, _modelClassDist, _priorClassDist

Fields inherited from class hex.Model.Output

_domains, _model_metrics, _model_summary, _names, _scoring_history, _state, _training_metrics, _validation_metrics

Constructor Summary

Constructors

Constructor and Description
GBMModel.GBMOutput(GBM b, double mse_train, double mse_valid)

Method Summary

Methods inherited from class hex.tree.SharedTreeModel.SharedTreeOutput

addKTrees, ctree, toStringTree

Methods inherited from class hex.SupervisedModel.SupervisedOutput

getModelCategory, isClassifier, isSupervised, nclasses, nfeatures

Methods inherited from class hex.Model.Output

addModelMetrics, classNames, responseName, toString

Methods inherited from class water.Iced

clone, frozenType, read_impl, read, readExternal, readJSON_impl, readJSON, toJsonString, write_impl, write, writeExternal, writeHTML_impl, writeHTML, writeJSON_impl, writeJSON

Methods inherited from class java.lang.Object

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

Constructor Detail

GBMModel.GBMOutput

public GBMModel.GBMOutput(GBM b,
                  double mse_train,
                  double mse_valid)