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
float	col_sample_rate
hex.Distribution.Family	distribution
static java.lang.String[]	fields
float	learn_rate
double	quantile_alpha
double	tweedie_power

Fields inherited from class hex.schemas.SharedTreeV3.SharedTreeParametersV3

balance_classes, build_tree_one_node, class_sampling_factors, col_sample_rate_per_tree, max_after_balance_size, max_confusion_matrix_size, max_depth, max_hit_ratio_k, min_rows, nbins, nbins_cats, nbins_top_level, ntrees, r2_stopping, sample_rate, score_tree_interval, seed

Fields inherited from class water.api.ModelParametersSchema

checkpoint, fold_assignment, fold_column, ignore_const_cols, ignored_columns, keep_cross_validation_predictions, max_runtime_secs, model_id, nfolds, offset_column, parallelize_cross_validation, response_column, score_each_iteration, stopping_metric, stopping_rounds, stopping_tolerance, training_frame, validation_frame, weights_column

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

createAndFillImpl, createImpl, fillFromParms, fillFromParms, get__meta, getExperimentalVersion, getHighestSupportedVersion, getImplClass, getImplClass, getLatestVersion, getSchemaVersion, init_meta, markdown, markdown, newInstance, newInstance, registerAllSchemasIfNecessary, schema, schema, schemaClass, schemaClass, schemas, setField

Methods inherited from class water.Iced

clone, copyOver, frozenType, read_impl, read, readExternal, readJSON_impl, readJSON, toJsonString, write_impl, write, writeExternal, 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","laplace","quantile"},
     gridable=true)
public hex.Distribution.Family distribution

quantile_alpha

@API(help="Desired quantile for quantile regression (from 0.0 to 1.0)",
     level=secondary,
     gridable=true)
public double quantile_alpha

tweedie_power

@API(help="Tweedie Power (between 1 and 2)",
     level=secondary,
     gridable=true)
public double tweedie_power

col_sample_rate

@API(help="Column sample rate (from 0.0 to 1.0)",
     gridable=true)
public float col_sample_rate

Constructor Detail

GBMV3.GBMParametersV3

public GBMV3.GBMParametersV3()