water.api.schemas3

Class ModelMetricsBinomialUpliftV3<I extends ModelMetricsBinomialUplift,S extends ModelMetricsBinomialUpliftV3<I,S>>

java.lang.Object

water.Iced

water.api.Schema<I,S>

water.api.schemas3.SchemaV3<I,S>

water.api.schemas3.ModelMetricsBaseV3<I,S>

water.api.schemas3.ModelMetricsBinomialUpliftV3<I,S>

All Implemented Interfaces:

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

Direct Known Subclasses:

ModelMetricsBinomialUpliftGenericV3

public class ModelMetricsBinomialUpliftV3<I extends ModelMetricsBinomialUplift,S extends ModelMetricsBinomialUpliftV3<I,S>>
extends ModelMetricsBaseV3<I,S>

See Also:

Serialized Form

Nested Class Summary

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

SchemaV3.Meta

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

Schema.AutoParseable

Field Summary

Fields

Modifier and Type	Field and Description
TwoDimTableV3	aecu_table
double	atc
double	ate
double	att
double	AUUC
double	auuc_normalized
TwoDimTableV3	auuc_table
java.lang.String[]	domain
double	qini
TwoDimTableV3	thresholds_and_metric_scores

Fields inherited from class water.api.schemas3.ModelMetricsBaseV3

custom_metric_name, custom_metric_value, description, frame, frame_checksum, model, model_category, model_checksum, MSE, nobs, predictions, RMSE, scoring_time

Fields inherited from class water.api.schemas3.SchemaV3

__meta

Constructor Summary

Constructors

Constructor and Description
ModelMetricsBinomialUpliftV3()

Method Summary

Modifier and Type	Method and Description
S	fillFromImpl(ModelMetricsBinomialUplift modelMetrics) Fill this Schema from the given implementation object.

Methods inherited from class water.api.schemas3.ModelMetricsBaseV3

fillFromImpl

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, toJsonBytes, toJsonString, write, writeExternal

Methods inherited from class java.lang.Object

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

Field Detail

ate

@API(help="Average Treatment Effect.",
     direction=OUTPUT)
public double ate

att

@API(help="Average Treatment Effect on the Treated.",
     direction=OUTPUT)
public double att

atc

@API(help="Average Treatment Effect on the Control.",
     direction=OUTPUT)
public double atc

AUUC

@API(help="The default AUUC for this scoring run.",
     direction=OUTPUT)
public double AUUC

auuc_normalized

@API(help="The default normalized AUUC for this scoring run.",
     direction=OUTPUT)
public double auuc_normalized

qini

@API(help="The Qini value for this scoring run.",
     direction=OUTPUT)
public double qini

domain

@API(help="The class labels of the response.",
     direction=OUTPUT)
public java.lang.String[] domain

thresholds_and_metric_scores

@API(help="The metrics for various thresholds.",
     direction=OUTPUT,
     level=expert)
public TwoDimTableV3 thresholds_and_metric_scores

auuc_table

@API(help="Table of all types of AUUC.",
     direction=OUTPUT,
     level=secondary)
public TwoDimTableV3 auuc_table

aecu_table

@API(help="Table of all types of AECU values.",
     direction=OUTPUT,
     level=secondary)
public TwoDimTableV3 aecu_table

Constructor Detail

ModelMetricsBinomialUpliftV3

public ModelMetricsBinomialUpliftV3()

Method Detail

fillFromImpl

public S fillFromImpl(ModelMetricsBinomialUplift modelMetrics)

Description copied from class: Schema

Fill this Schema from the given implementation object. If a schema doesn't need to adapt any fields if does not need to override this method.

Overrides:

fillFromImpl in class Schema<I extends ModelMetricsBinomialUplift,S extends ModelMetricsBinomialUpliftV3<I,S>>