hex.schemas

Class StackedEnsembleV99.StackedEnsembleParametersV99

java.lang.Object

water.Iced

water.api.Schema<I,S>

water.api.schemas3.SchemaV3<P,S>

water.api.schemas3.ModelParametersSchemaV3<StackedEnsembleModel.StackedEnsembleParameters,StackedEnsembleV99.StackedEnsembleParametersV99>

hex.schemas.StackedEnsembleV99.StackedEnsembleParametersV99

All Implemented Interfaces:

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

Enclosing class:

StackedEnsembleV99

public static final class StackedEnsembleV99.StackedEnsembleParametersV99
extends water.api.schemas3.ModelParametersSchemaV3<StackedEnsembleModel.StackedEnsembleParameters,StackedEnsembleV99.StackedEnsembleParametersV99>

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class water.api.schemas3.SchemaV3

water.api.schemas3.SchemaV3.Meta

Field Summary

Fields

Modifier and Type	Field and Description
water.api.schemas3.KeyV3.ModelKeyV3[]	base_models
static java.lang.String[]	fields
StackedEnsembleModel.StackedEnsembleParameters.SelectionStrategy	selection_strategy

Fields inherited from class water.api.schemas3.ModelParametersSchemaV3

categorical_encoding, checkpoint, distribution, fold_assignment, fold_column, huber_alpha, ignore_const_cols, ignored_columns, keep_cross_validation_fold_assignment, keep_cross_validation_predictions, max_runtime_secs, model_id, nfolds, offset_column, parallelize_cross_validation, quantile_alpha, response_column, score_each_iteration, stopping_metric, stopping_rounds, stopping_tolerance, training_frame, tweedie_power, validation_frame, weights_column

Fields inherited from class water.api.schemas3.SchemaV3

__meta

Constructor Summary

Constructors

Constructor and Description
StackedEnsembleV99.StackedEnsembleParametersV99()

Method Summary

Methods inherited from class water.api.schemas3.ModelParametersSchemaV3

append_field_arrays, fields, fillFromImpl, fillImpl, writeParametersJSON

Methods inherited from class water.api.schemas3.SchemaV3

writeJSON

Methods inherited from class water.api.Schema

createAndFillImpl, createImpl, extractVersionFromSchemaName, fillFromImpl, fillFromImpl, fillFromParms, fillFromParms, fillImpl, getImplClass, getImplClass, getSchemaName, getSchemaType, getSchemaVersion, init_meta, markdown, markdown, newInstance, newInstance, setField, setSchemaType_doNotCall

Methods inherited from class water.Iced

asBytes, clone, copyOver, frozenType, read, readExternal, readJSON, reloadFromBytes, toJsonString, write, writeExternal

Methods inherited from class java.lang.Object

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

Field Detail

fields

public static java.lang.String[] fields

selection_strategy

@API(help="Strategy for choosing which models to stack.",
     values="choose_all",
     gridable=false)
public StackedEnsembleModel.StackedEnsembleParameters.SelectionStrategy selection_strategy

base_models

@API(help="List of model ids which we can stack together.  Which ones are chosen depends on the selection_strategy (currently, all models will be used since selection_strategy can only be set to choose_all).  Models must have been cross-validated using nfolds > 1, fold_assignment equal to Modulo, and keep_cross_validation_folds must be set to True.",
     required=true)
public water.api.schemas3.KeyV3.ModelKeyV3[] base_models

Constructor Detail

StackedEnsembleV99.StackedEnsembleParametersV99

public StackedEnsembleV99.StackedEnsembleParametersV99()