water.automl.api.schemas3

Class AutoMLV99

java.lang.Object

water.Iced

water.api.Schema<I,S>

water.api.schemas3.SchemaV3<AutoML,AutoMLV99>

water.automl.api.schemas3.AutoMLV99

All Implemented Interfaces:

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

public class AutoMLV99
extends water.api.schemas3.SchemaV3<AutoML,AutoMLV99>

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	AutoMLV99.AutoMLKeyV3

Nested classes/interfaces inherited from class water.api.schemas3.SchemaV3

water.api.schemas3.SchemaV3.Meta

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

water.api.Schema.AutoParseable

Field Summary

Fields

Modifier and Type	Field and Description
AutoMLV99.AutoMLKeyV3	automl_id
water.api.schemas3.KeyV3.FrameKeyV3	blending_frame
EventLogV99	event_log
water.api.schemas3.TwoDimTableV3	event_log_table
LeaderboardV99	leaderboard
water.api.schemas3.KeyV3.FrameKeyV3	leaderboard_frame
water.api.schemas3.TwoDimTableV3	leaderboard_table
StepDefinitionV99[]	modeling_steps
java.lang.String	project_name Identifier for models that should be grouped together in the leaderboard (e.g., "airlines" and "iris").
java.lang.String	sort_metric
water.api.schemas3.KeyV3.FrameKeyV3	training_frame
water.api.schemas3.KeyV3.FrameKeyV3	validation_frame

Fields inherited from class water.api.schemas3.SchemaV3

__meta

Constructor Summary

Constructors

Constructor and Description
AutoMLV99()

Method Summary

Modifier and Type	Method and Description
AutoMLV99	fillFromImpl(AutoML autoML)

Methods inherited from class water.api.schemas3.SchemaV3

writeJSON

Methods inherited from class water.api.Schema

createAndFillImpl, createImpl, extractVersionFromSchemaName, fillFromAny, fillFromBody, fillFromImpl, fillFromImpl, fillFromParms, fillFromParms, fillFromParms, fillImpl, fillImpl, getImplClass, getImplClass, getSchemaName, getSchemaType, getSchemaVersion, init_meta, markdown, markdown, newInstance, newInstance, setField, setSchemaType_doNotCall

Methods inherited from class water.Iced

asBytes, clone, copyOver, frozenType, read, readExternal, readJSON, reloadFromBytes, toJsonString, write, writeExternal

Methods inherited from class java.lang.Object

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

Field Detail

automl_id

@API(help="Optional AutoML run ID; omitting this returns all runs",
     direction=INPUT)
public AutoMLV99.AutoMLKeyV3 automl_id

training_frame

@API(help="ID of the actual training frame for this AutoML run after any automatic splitting",
     direction=OUTPUT)
public water.api.schemas3.KeyV3.FrameKeyV3 training_frame

validation_frame

@API(help="ID of the actual validation frame for this AutoML run after any automatic splitting",
     direction=OUTPUT)
public water.api.schemas3.KeyV3.FrameKeyV3 validation_frame

blending_frame

@API(help="ID of the actual blending frame used to train the Stacked Ensembles in blending mode",
     direction=OUTPUT)
public water.api.schemas3.KeyV3.FrameKeyV3 blending_frame

leaderboard_frame

@API(help="ID of the actual leaderboard frame for this AutoML run after any automatic splitting",
     direction=OUTPUT)
public water.api.schemas3.KeyV3.FrameKeyV3 leaderboard_frame

project_name

@API(help="Identifier for models that should be grouped together in the same leaderboard",
     direction=INOUT)
public java.lang.String project_name

Identifier for models that should be grouped together in the leaderboard (e.g., "airlines" and "iris").

leaderboard

@API(help="The leaderboard for this project, potentially including models from other AutoML runs",
     direction=OUTPUT)
public LeaderboardV99 leaderboard

leaderboard_table

@API(help="The leaderboard for this project, potentially including models from other AutoML runs, for easy rendering",
     direction=OUTPUT)
public water.api.schemas3.TwoDimTableV3 leaderboard_table

event_log

@API(help="Event log of this AutoML run",
     direction=OUTPUT)
public EventLogV99 event_log

event_log_table

@API(help="Event log of this AutoML run, for easy rendering",
     direction=OUTPUT)
public water.api.schemas3.TwoDimTableV3 event_log_table

sort_metric

@API(help="Metric used to sort leaderboard",
     direction=INPUT)
public java.lang.String sort_metric

modeling_steps

@API(help="The list of modeling steps effectively used during the AutoML run",
     direction=OUTPUT)
public StepDefinitionV99[] modeling_steps

Constructor Detail

AutoMLV99

public AutoMLV99()

Method Detail

fillFromImpl

public AutoMLV99 fillFromImpl(AutoML autoML)

Overrides:

fillFromImpl in class water.api.Schema<AutoML,AutoMLV99>