water.api

Class ModelParametersSchema<P extends Model.Parameters,S extends ModelParametersSchema<P,S>>

java.lang.Object

water.Iced

water.api.Schema<P,S>

water.api.ModelParametersSchema<P,S>

All Implemented Interfaces:

java.lang.Cloneable, Freezable

public abstract class ModelParametersSchema<P extends Model.Parameters,S extends ModelParametersSchema<P,S>>
extends Schema<P,S>

An instance of a ModelParameters schema contains the Model build parameters (e.g., K and max_iters for KMeans).

Field Summary

Fields

Modifier and Type	Field and Description
Key	src

Constructor Summary

Constructors

Constructor and Description
ModelParametersSchema()

Method Summary

Methods

Modifier and Type	Method and Description
abstract java.lang.String[]	fields() List of fields in the order in which we want them serialized.
S	fillFromImpl(P parms)
static AutoBuffer	writeParametersJSON(AutoBuffer ab, ModelParametersSchema parameters, ModelParametersSchema default_parameters) Write the parameters, including their metadata, into an AutoBuffer.

Methods inherited from class water.api.Schema

acceptsFrame, createImpl, fillFromParms

Methods inherited from class water.Iced

clone, frozenType, read_impl, read, readJSON_impl, readJSON, write_impl, write, 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

src

@API(help="Training frame.")
public Key src

Constructor Detail

ModelParametersSchema

public ModelParametersSchema()

Method Detail

fields

public abstract java.lang.String[] fields()

List of fields in the order in which we want them serialized. This is the order they will be presented in the UI.

fillFromImpl

public S fillFromImpl(P parms)

Specified by:

fillFromImpl in class Schema<P extends Model.Parameters,S extends ModelParametersSchema<P,S>>

writeParametersJSON

public static final AutoBuffer writeParametersJSON(AutoBuffer ab,
                             ModelParametersSchema parameters,
                             ModelParametersSchema default_parameters)

Write the parameters, including their metadata, into an AutoBuffer. Used by ModelBuilderSchema#writeJSON_impl and ModelSchema#writeJSON_impl.