water.api

Class SupervisedModelParametersSchema<P extends SupervisedModel.SupervisedParameters,S extends SupervisedModelParametersSchema<P,S>>

java.lang.Object

water.Iced

water.api.Schema<P,S>

water.api.ModelParametersSchema<P,S>

water.api.SupervisedModelParametersSchema<P,S>

All Implemented Interfaces:

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

public abstract class SupervisedModelParametersSchema<P extends SupervisedModel.SupervisedParameters,S extends SupervisedModelParametersSchema<P,S>>
extends ModelParametersSchema<P,S>

An instance of a SupervisedModelParameters schema contains the common SupervisedModel build parameters (e.g., response_column).

See Also:

Serialized Form

Nested Class Summary

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

ModelParametersSchema.ValidationMessageBase, ModelParametersSchema.ValidationMessageV2

Field Summary

Fields

Modifier and Type	Field and Description
boolean	balance_classes
float	max_after_balance_size
java.lang.String	response_column
boolean	to_enum

Fields inherited from class water.api.ModelParametersSchema

destination_key, ignored_columns, score_each_iteration, training_frame, validation_frame

Fields inherited from class water.api.Schema

_version_pattern, schema_name, schema_type, schema_version

Constructor Summary

Constructors

Constructor and Description
SupervisedModelParametersSchema()

Method Summary

Methods inherited from class water.api.ModelParametersSchema

fields, fillFromImpl, fillImpl, writeParametersJSON

Methods inherited from class water.api.Schema

acceptsFrame, createAndFillImpl, createImpl, extractVersion, fillFromParms, getImplClass, getImplClass, markdown, markdown, register

Methods inherited from class water.Iced

clone, frozenType, read_impl, read, readExternal, readJSON_impl, readJSON, 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

response_column

@API(help="Response column",
     direction=INOUT)
public java.lang.String response_column

to_enum

@API(help="Convert the response column to an enum (forcing a classification instead of a regression) if needed.",
     direction=INOUT)
public boolean to_enum

balance_classes

@API(help="Upsample the minority classes to balance the class distribution?",
     direction=INOUT)
public boolean balance_classes

max_after_balance_size

@API(help="When classes are being balanced, limit the resulting dataset size to the specified multiple of the original dataset size.",
     direction=INOUT)
public float max_after_balance_size

Constructor Detail

SupervisedModelParametersSchema

public SupervisedModelParametersSchema()