hex.schemas

Class DRFV3.DRFParametersV3

java.lang.Object

water.Iced

water.api.Schema<P,S>

water.api.ModelParametersSchema<P,S>

water.api.SupervisedModelParametersSchema<P,S>

hex.schemas.SharedTreeV3.SharedTreeParametersV3<DRFModel.DRFParameters,DRFV3.DRFParametersV3>

hex.schemas.DRFV3.DRFParametersV3

All Implemented Interfaces:

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

Enclosing class:

DRFV3

public static final class DRFV3.DRFParametersV3
extends SharedTreeV3.SharedTreeParametersV3<DRFModel.DRFParameters,DRFV3.DRFParametersV3>

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class water.api.ModelParametersSchema

water.api.ModelParametersSchema.ValidationMessageBase<I extends hex.ModelBuilder.ValidationMessage,S extends water.api.ModelParametersSchema.ValidationMessageBase<I,S>>, water.api.ModelParametersSchema.ValidationMessageV2

Nested classes/interfaces inherited from class water.api.Schema

water.api.Schema.Meta

Field Summary

Fields

Modifier and Type	Field and Description
boolean	build_tree_one_node
int	mtries
static java.lang.String[]	own_fields
float	sample_rate

Fields inherited from class hex.schemas.SharedTreeV3.SharedTreeParametersV3

max_depth, min_rows, nbins, ntrees, seed

Fields inherited from class water.api.SupervisedModelParametersSchema

balance_classes, class_sampling_factors, max_after_balance_size, max_confusion_matrix_size, max_hit_ratio_k, response_column

Fields inherited from class water.api.ModelParametersSchema

drop_na20_cols, ignored_columns, model_id, score_each_iteration, training_frame, validation_frame

Fields inherited from class water.api.Schema

__meta, _impl_class, _version_pattern

Constructor Summary

Constructors

Constructor and Description
DRFV3.DRFParametersV3()

Method Summary

Methods inherited from class water.api.ModelParametersSchema

append_field_arrays, fields, fillFromImpl, fillImpl, writeParametersJSON

Methods inherited from class water.api.Schema

acceptsFrame, createAndFillImpl, createImpl, extractVersion, fillFromParms, getExperimentalVersion, getHighestSupportedVersion, getImplClass, getImplClass, getLatestVersion, getSchemaVersion, markdown, markdown, markdown, markdown, newInstance, register, registerAllSchemasIfNecessary, schema, schema, schema, schema, schema, schemaClass, schemaClass, schemaClass, schemaClass, schemas

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, toString, wait, wait, wait

Field Detail

own_fields

public static java.lang.String[] own_fields

mtries

@API(help="Number of columns to randomly select at each level, or -1 for sqrt(#cols)")
public int mtries

sample_rate

@API(help="Sample rate, from 0. to 1.0")
public float sample_rate

build_tree_one_node

@API(help="Run on one node only; no network overhead but fewer cpus used.  Suitable for small datasets.")
public boolean build_tree_one_node

Constructor Detail

DRFV3.DRFParametersV3

public DRFV3.DRFParametersV3()