hex.tree.drf

Class DRFModel.DRFParameters

java.lang.Object

water.Iced<hex.Model.Parameters>

hex.Model.Parameters

hex.tree.SharedTreeModel.SharedTreeParameters

hex.tree.drf.DRFModel.DRFParameters

All Implemented Interfaces:

hex.Model.AdaptFrameParameters, hex.Model.GetNTrees, CalibrationHelper.ParamsWithCalibration, java.io.Externalizable, java.io.Serializable, java.lang.Cloneable, water.Freezable<hex.Model.Parameters>

Enclosing class:

DRFModel

public static class DRFModel.DRFParameters
extends SharedTreeModel.SharedTreeParameters

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class hex.tree.SharedTreeModel.SharedTreeParameters

SharedTreeModel.SharedTreeParameters.HistogramType

Nested classes/interfaces inherited from class hex.Model.Parameters

hex.Model.Parameters.CategoricalEncodingScheme, hex.Model.Parameters.FoldAssignmentScheme

Field Summary

Fields

Modifier and Type	Field and Description
boolean	_binomial_double_trees
int	_mtries

Fields inherited from class hex.tree.SharedTreeModel.SharedTreeParameters

_build_tree_one_node, _calibrate_model, _calibration_frame, _calibration_method, _col_sample_rate_change_per_level, _col_sample_rate_per_tree, _histogram_type, _in_training_checkpoints_dir, _in_training_checkpoints_tree_interval, _initial_score_interval, _max_depth, _min_rows, _min_split_improvement, _nbins, _nbins_cats, _nbins_top_level, _ntrees, _parallel_main_model_building, _r2_stopping, _sample_rate, _sample_rate_per_class, _score_interval, _score_tree_interval, _use_best_cv_iteration

Fields inherited from class hex.Model.Parameters

_auc_type, _auto_rebalance, _auuc_nbins, _auuc_type, _balance_classes, _categorical_encoding, _check_constant_response, _checkpoint, _class_sampling_factors, _custom_distribution_func, _custom_metric_func, _cv_fold, _distribution, _export_checkpoints_dir, _fold_assignment, _fold_column, _gainslift_bins, _huber_alpha, _ignore_const_cols, _ignored_columns, _is_cv_model, _keep_cross_validation_fold_assignment, _keep_cross_validation_models, _keep_cross_validation_predictions, _keep_cross_validation_predictions_precision, _main_model_time_budget_factor, _max_after_balance_size, _max_categorical_levels, _max_confusion_matrix_size, _max_runtime_secs, _nfolds, _offset_column, _parallelize_cross_validation, _preprocessors, _pretrained_autoencoder, _quantile_alpha, _response_column, _score_each_iteration, _seed, _stopping_metric, _stopping_rounds, _stopping_tolerance, _train, _treatment_column, _tweedie_power, _valid, _weights_column, MAX_SUPPORTED_LEVELS

Constructor Summary

Constructors

Constructor and Description
DRFParameters()

Method Summary

Modifier and Type	Method and Description
java.lang.String	algoName()
java.lang.String	fullName()
java.lang.String	javaName()

Methods inherited from class hex.tree.SharedTreeModel.SharedTreeParameters

calibrateModel, forceStrictlyReproducibleHistograms, getCalibrationFrame, getCalibrationMethod, getNTrees, getParams, isStochastic, progressUnits, setCalibrationMethod, useColSampling, useRowSampling

Methods inherited from class hex.Model.Parameters

checksum, checksum, defaultDropConsCols, defaultStoppingTolerance, getCategoricalEncoding, getDependentKeys, getDistributionFamily, getFoldColumn, getMaxCategoricalLevels, getNonPredictors, getOffsetColumn, getOrMakeRealSeed, getResponseColumn, getTreatmentColumn, getUsedColumns, getWeightsColumn, hasCheckpoint, hasCustomMetricFunc, missingColumnsType, read_lock_frames, read_unlock_frames, setDistributionFamily, setTrain, train, valid

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

_binomial_double_trees

public boolean _binomial_double_trees

_mtries

public int _mtries

Constructor Detail

DRFParameters

public DRFParameters()

Method Detail

algoName

public java.lang.String algoName()

Specified by:

algoName in class hex.Model.Parameters

fullName

public java.lang.String fullName()

Specified by:

fullName in class hex.Model.Parameters

javaName

public java.lang.String javaName()

Specified by:

javaName in class hex.Model.Parameters