public class AutoMLV99 extends water.api.schemas3.SchemaV3<AutoML,AutoMLV99>
| Modifier and Type | Class and Description |
|---|---|
static class |
AutoMLV99.AutoMLKeyV3 |
| 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 |
| Constructor and Description |
|---|
AutoMLV99() |
| Modifier and Type | Method and Description |
|---|---|
AutoMLV99 |
fillFromImpl(AutoML autoML) |
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@API(help="Optional AutoML run ID; omitting this returns all runs",
direction=INPUT)
public AutoMLV99.AutoMLKeyV3 automl_id
@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
@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
@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
@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
@API(help="Identifier for models that should be grouped together in the same leaderboard",
direction=INOUT)
public java.lang.String project_name
@API(help="The leaderboard for this project, potentially including models from other AutoML runs",
direction=OUTPUT)
public LeaderboardV99 leaderboard
@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
@API(help="Event log of this AutoML run",
direction=OUTPUT)
public EventLogV99 event_log
@API(help="Event log of this AutoML run, for easy rendering",
direction=OUTPUT)
public water.api.schemas3.TwoDimTableV3 event_log_table
@API(help="Metric used to sort leaderboard",
direction=INPUT)
public java.lang.String sort_metric
@API(help="The list of modeling steps effectively used during the AutoML run",
direction=OUTPUT)
public StepDefinitionV99[] modeling_steps