hex

Class ScoringInfo

java.lang.Object

water.Iced

hex.ScoringInfo

All Implemented Interfaces:

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

Direct Known Subclasses:

DeepLearningScoringInfo

public class ScoringInfo
extends water.Iced

Lightweight scoring history snapshot, for things like displaying the scoring history.

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
boolean	classification
hex.ScoreKeeper	scored_train
hex.ScoreKeeper	scored_valid
long	this_scoring_time_ms
long	time_stamp_ms
long	total_scoring_time_ms
long	total_setup_time_ms
long	total_training_time_ms
hex.AUC2	training_AUC
boolean	validation
hex.AUC2	validation_AUC
hex.VarImp	variable_importances

Constructor Summary

Constructors

Constructor and Description
ScoringInfo()

Method Summary

Methods

Modifier and Type	Method and Description
static water.util.TwoDimTable	createScoringHistoryTable(ScoringInfo[] scoringInfo, hex.Model.Parameters params, hex.Model.Output output, boolean autoencoder)

Methods inherited from class water.Iced

clone, copyOver, frozenType, read_impl, read, readExternal, readJSON_impl, readJSON, toJsonString, write_impl, write, writeExternal, writeJSON_impl, writeJSON

Methods inherited from class java.lang.Object

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

Field Detail

time_stamp_ms

public long time_stamp_ms

total_training_time_ms

public long total_training_time_ms

total_scoring_time_ms

public long total_scoring_time_ms

total_setup_time_ms

public long total_setup_time_ms

this_scoring_time_ms

public long this_scoring_time_ms

classification

public boolean classification

training_AUC

public hex.AUC2 training_AUC

validation_AUC

public hex.AUC2 validation_AUC

validation

public boolean validation

variable_importances

public hex.VarImp variable_importances

scored_train

public hex.ScoreKeeper scored_train

scored_valid

public hex.ScoreKeeper scored_valid

Constructor Detail

ScoringInfo

public ScoringInfo()

Method Detail

createScoringHistoryTable

public static water.util.TwoDimTable createScoringHistoryTable(ScoringInfo[] scoringInfo,
                                               hex.Model.Parameters params,
                                               hex.Model.Output output,
                                               boolean autoencoder)