water.bindings.pojos

Class ModelParameterSchemaV3

java.lang.Object

water.bindings.pojos.Schema

water.bindings.pojos.ModelParameterSchemaV3

public class ModelParameterSchemaV3
extends Schema

Field Summary

Fields

Modifier and Type	Field and Description
java.lang.Object	actual_value actual value as set by the user and / or modified by the ModelBuilder, e.g., 10
java.lang.Object	default_value default value, e.g.
boolean	gridable Parameter can be used in grid call
java.lang.String	help help for the UI, e.g.
java.lang.String[]	is_member_of_frames For Vec-type fields this is the set of other Vec-type fields which must contain mutually exclusive values; for example, for a SupervisedModel the response_column must be mutually exclusive with the weights_column
java.lang.String[]	is_mutually_exclusive_with For Vec-type fields this is the set of Frame-type fields which must contain the named column; for example, for a SupervisedModel the response_column must be in both the training_frame and (if it's set) the validation_frame
java.lang.String	label label in the UI, e.g.
java.lang.String	level the importance of the parameter, used by the UI, e.g.
java.lang.String	name name in the JSON, e.g.
boolean	required the field is required
java.lang.String	type Java type, e.g.
java.lang.String[]	values list of valid values for use by the front-end

Constructor Summary

Constructors

Constructor and Description
ModelParameterSchemaV3()

Method Summary

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

name

public java.lang.String name

name in the JSON, e.g. "lambda"

label

public java.lang.String label

label in the UI, e.g. "lambda"

help

public java.lang.String help

help for the UI, e.g. "regularization multiplier, typically used for foo bar baz etc."

required

public boolean required

the field is required

type

public java.lang.String type

Java type, e.g. "double"

default_value

public java.lang.Object default_value

default value, e.g. 1

actual_value

public java.lang.Object actual_value

actual value as set by the user and / or modified by the ModelBuilder, e.g., 10

level

public java.lang.String level

the importance of the parameter, used by the UI, e.g. "critical", "extended" or "expert"

values

public java.lang.String[] values

list of valid values for use by the front-end

is_member_of_frames

public java.lang.String[] is_member_of_frames

For Vec-type fields this is the set of other Vec-type fields which must contain mutually exclusive values; for example, for a SupervisedModel the response_column must be mutually exclusive with the weights_column

is_mutually_exclusive_with

public java.lang.String[] is_mutually_exclusive_with

For Vec-type fields this is the set of Frame-type fields which must contain the named column; for example, for a SupervisedModel the response_column must be in both the training_frame and (if it's set) the validation_frame

gridable

public boolean gridable

Parameter can be used in grid call

Constructor Detail

ModelParameterSchemaV3

public ModelParameterSchemaV3()