ai.h2o.automl

Class AutoMLBuildSpec.AutoMLInput

java.lang.Object

water.Iced

ai.h2o.automl.AutoMLBuildSpec.AutoMLInput

All Implemented Interfaces:

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

Enclosing class:

AutoMLBuildSpec

public static final class AutoMLBuildSpec.AutoMLInput
extends water.Iced

The specification of the datasets to be used for the AutoML process. The user can specify a directory path, a file path (including HDFS, s3 or the like), or the ID of an already-parsed Frame in the H2O cluster. Paths are processed as usual in H2O.

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
java.lang.String	fold_column
java.lang.String[]	ignored_columns
water.Key<water.fvec.Frame>	leaderboard_frame
water.api.schemas3.ImportFilesV3.ImportFiles	leaderboard_path
water.parser.ParseSetup	parse_setup
java.lang.String	response_column
water.Key<water.fvec.Frame>	training_frame
water.api.schemas3.ImportFilesV3.ImportFiles	training_path
water.Key<water.fvec.Frame>	validation_frame
water.api.schemas3.ImportFilesV3.ImportFiles	validation_path
java.lang.String	weights_column

Constructor Summary

Constructors

Constructor and Description
AutoMLBuildSpec.AutoMLInput()

Method Summary

Methods inherited from class water.Iced

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

Methods inherited from class java.lang.Object

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

Field Detail

training_path

public water.api.schemas3.ImportFilesV3.ImportFiles training_path

validation_path

public water.api.schemas3.ImportFilesV3.ImportFiles validation_path

leaderboard_path

public water.api.schemas3.ImportFilesV3.ImportFiles leaderboard_path

parse_setup

public water.parser.ParseSetup parse_setup

training_frame

public water.Key<water.fvec.Frame> training_frame

validation_frame

public water.Key<water.fvec.Frame> validation_frame

leaderboard_frame

public water.Key<water.fvec.Frame> leaderboard_frame

response_column

public java.lang.String response_column

fold_column

public java.lang.String fold_column

weights_column

public java.lang.String weights_column

ignored_columns

public java.lang.String[] ignored_columns

Constructor Detail

AutoMLBuildSpec.AutoMLInput

public AutoMLBuildSpec.AutoMLInput()