water.api

Class ModelMetricsBinomialV3<I extends ModelMetricsBinomial,S extends ModelMetricsBinomialV3<I,S>>

java.lang.Object

water.Iced

water.api.Schema<I,S>

water.api.ModelMetricsBase<I,S>

water.api.ModelMetricsBinomialV3<I,S>

All Implemented Interfaces:

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

Direct Known Subclasses:

ModelMetricsBinomialGLMV3

public class ModelMetricsBinomialV3<I extends ModelMetricsBinomial,S extends ModelMetricsBinomialV3<I,S>>
extends ModelMetricsBase<I,S>

See Also:

Serialized Form

Nested Class Summary

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

Schema.Meta

Field Summary

Fields

Modifier and Type	Field and Description
double	AUC
java.lang.String[]	domain
TwoDimTableBase	gains_lift_table
double	Gini
double	logloss
TwoDimTableBase	max_criteria_and_metric_scores
double	r2
TwoDimTableBase	thresholds_and_metric_scores

Fields inherited from class water.api.ModelMetricsBase

description, frame, frame_checksum, model, model_category, model_checksum, MSE, predictions, scoring_time

Constructor Summary

Constructors

Constructor and Description
ModelMetricsBinomialV3()

Method Summary

Methods

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

Methods inherited from class water.api.ModelMetricsBase

fillFromImpl

Methods inherited from class water.api.Schema

createAndFillImpl, createImpl, fillFromParms, fillFromParms, fillImpl, get__meta, getExperimentalVersion, getHighestSupportedVersion, getImplClass, getImplClass, getLatestVersion, getSchemaVersion, init_meta, markdown, markdown, newInstance, newInstance, registerAllSchemasIfNecessary, schema, schema, schemaClass, schemaClass, schemas, setField

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

r2

@API(help="The R^2 for this scoring run.",
     direction=OUTPUT)
public double r2

logloss

@API(help="The logarithmic loss for this scoring run.",
     direction=OUTPUT)
public double logloss

AUC

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

Gini

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

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 TwoDimTableBase thresholds_and_metric_scores

max_criteria_and_metric_scores

@API(help="The Metrics for various criteria.",
     direction=OUTPUT,
     level=secondary)
public TwoDimTableBase max_criteria_and_metric_scores

gains_lift_table

@API(help="Gains and Lift table.",
     direction=OUTPUT,
     level=secondary)
public TwoDimTableBase gains_lift_table

Constructor Detail

ModelMetricsBinomialV3

public ModelMetricsBinomialV3()

Method Detail

fillFromImpl

public S fillFromImpl(ModelMetricsBinomial 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 ModelMetricsBinomial,S extends ModelMetricsBinomialV3<I,S>>