hex.tree.uplift

Class UpliftDRFModel.UpliftDRFParameters

java.lang.Object

water.Iced<hex.Model.Parameters>

hex.Model.Parameters

hex.tree.SharedTreeModel.SharedTreeParameters

hex.tree.uplift.UpliftDRFModel.UpliftDRFParameters

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:

UpliftDRFModel

public static class UpliftDRFModel.UpliftDRFParameters
extends SharedTreeModel.SharedTreeParameters

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	UpliftDRFModel.UpliftDRFParameters.UpliftMetricType

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
int	_mtries
UpliftDRFModel.UpliftDRFParameters.UpliftMetricType	_uplift_metric

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
UpliftDRFParameters()

Method Summary

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

Methods inherited from class hex.tree.SharedTreeModel.SharedTreeParameters

calibrateModel, forceStrictlyReproducibleHistograms, getCalibrationFrame, getCalibrationMethod, getNTrees, getParams, isStochastic, 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

_uplift_metric

public UpliftDRFModel.UpliftDRFParameters.UpliftMetricType _uplift_metric

_mtries

public int _mtries

Constructor Detail

UpliftDRFParameters

public UpliftDRFParameters()

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

progressUnits

public long progressUnits()

Overrides:

progressUnits in class SharedTreeModel.SharedTreeParameters