hex.schemas

Class NaiveBayesV3.NaiveBayesParametersV3

java.lang.Object

water.Iced

water.api.Schema<P,S>

water.api.ModelParametersSchema<P,S>

water.api.SupervisedModelParametersSchema<NaiveBayesModel.NaiveBayesParameters,NaiveBayesV3.NaiveBayesParametersV3>

hex.schemas.NaiveBayesV3.NaiveBayesParametersV3

All Implemented Interfaces:

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

Enclosing class:

NaiveBayesV3

public static final class NaiveBayesV3.NaiveBayesParametersV3
extends water.api.SupervisedModelParametersSchema<NaiveBayesModel.NaiveBayesParameters,NaiveBayesV3.NaiveBayesParametersV3>

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	compute_metrics
double	eps_prob
double	eps_sdev
double	laplace
double	min_prob
double	min_sdev
static java.lang.String[]	own_fields

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
NaiveBayesV3.NaiveBayesParametersV3()

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

laplace

@API(help="Laplace smoothing parameter")
public double laplace

min_sdev

@API(help="Min. standard deviation to use for observations with not enough data")
public double min_sdev

eps_sdev

@API(help="Cutoff below which standard deviation is replaced with min_sdev")
public double eps_sdev

min_prob

@API(help="Min. probability to use for observations with not enough data")
public double min_prob

eps_prob

@API(help="Cutoff below which probability is replaced with min_prob")
public double eps_prob

compute_metrics

@API(help="Compute metrics on training data")
public boolean compute_metrics

Constructor Detail

NaiveBayesV3.NaiveBayesParametersV3

public NaiveBayesV3.NaiveBayesParametersV3()