hex.schemas

Class GBMV3.GBMParametersV3

java.lang.Object

water.Iced

water.api.Schema<P,S>

water.api.ModelParametersSchema<P,S>

hex.schemas.SharedTreeV3.SharedTreeParametersV3<GBMModel.GBMParameters,GBMV3.GBMParametersV3>

hex.schemas.GBMV3.GBMParametersV3

All Implemented Interfaces:

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

Enclosing class:

GBMV3

public static final class GBMV3.GBMParametersV3
extends SharedTreeV3.SharedTreeParametersV3<GBMModel.GBMParameters,GBMV3.GBMParametersV3>

See Also:

Serialized Form

Nested Class Summary

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

water.api.Schema.Meta

Field Summary

Fields

Modifier and Type	Field and Description
hex.Distributions.Family	distribution
static java.lang.String[]	fields
float	learn_rate

Fields inherited from class hex.schemas.SharedTreeV3.SharedTreeParametersV3

balance_classes, build_tree_one_node, class_sampling_factors, max_after_balance_size, max_confusion_matrix_size, max_depth, max_hit_ratio_k, min_rows, nbins, nbins_cats, ntrees, r2_stopping, seed

Fields inherited from class water.api.ModelParametersSchema

fold_assignment, fold_column, ignore_const_cols, ignored_columns, keep_cross_validation_predictions, keep_cross_validation_splits, model_id, nfolds, offset_column, response_column, score_each_iteration, training_frame, validation_frame, weights_column

Fields inherited from class water.api.Schema

__meta, _impl_class, _version_pattern, EXCLUDE_FIELDS, INCLUDE_FIELDS

Constructor Summary

Constructors

Constructor and Description
GBMV3.GBMParametersV3()

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

fields

public static java.lang.String[] fields

learn_rate

@API(help="Learning rate from 0.0 to 1.0",
     gridable=true)
public float learn_rate

distribution

@API(help="Distribution function",
     values={"AUTO","bernoulli","multinomial","gaussian","poisson","gamma","tweedie"},
     gridable=true)
public hex.Distributions.Family distribution

Constructor Detail

GBMV3.GBMParametersV3

public GBMV3.GBMParametersV3()