water.api.schemas3

Class ModelMetricsMultinomialV3<I extends ModelMetricsMultinomial,S extends ModelMetricsMultinomialV3<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.ModelMetricsMultinomialV3<I,S>

All Implemented Interfaces:

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

Direct Known Subclasses:

ModelMetricsMultinomialGenericV3, ModelMetricsMultinomialGLMGenericV3, ModelMetricsMultinomialGLMV3

public class ModelMetricsMultinomialV3<I extends ModelMetricsMultinomial,S extends ModelMetricsMultinomialV3<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
double	AUC
ConfusionMatrixV3	cm
TwoDimTableV3	hit_ratio_table
double	logloss
double	mean_per_class_error
TwoDimTableV3	multinomial_auc_table
TwoDimTableV3	multinomial_aucpr_table
double	pr_auc
double	r2

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
ModelMetricsMultinomialV3()

Method Summary

Modifier and Type	Method and Description
S	fillFromImpl(I 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

r2

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

hit_ratio_table

@API(help="The hit ratio table for this scoring run.",
     direction=OUTPUT,
     level=expert)
public TwoDimTableV3 hit_ratio_table

cm

@API(help="The ConfusionMatrix object for this scoring run.",
     direction=OUTPUT)
public ConfusionMatrixV3 cm

logloss

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

mean_per_class_error

@API(help="The mean misclassification error per class.",
     direction=OUTPUT)
public double mean_per_class_error

AUC

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

pr_auc

@API(help="The average precision-recall AUC for this scoring run.",
     direction=OUTPUT)
public double pr_auc

multinomial_auc_table

@API(help="The multinomial AUC values.",
     direction=OUTPUT,
     level=expert)
public TwoDimTableV3 multinomial_auc_table

multinomial_aucpr_table

@API(help="The multinomial PR AUC values.",
     direction=OUTPUT,
     level=expert)
public TwoDimTableV3 multinomial_aucpr_table

Constructor Detail

ModelMetricsMultinomialV3

public ModelMetricsMultinomialV3()

Method Detail

fillFromImpl

public S fillFromImpl(I 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 ModelMetricsMultinomial,S extends ModelMetricsMultinomialV3<I,S>>