water.api.schemas3

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

All Implemented Interfaces:

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

Direct Known Subclasses:

ModelMetricsBinomialGenericV3, ModelMetricsBinomialGLMV3

public class ModelMetricsBinomialV3<I extends ModelMetricsBinomial,S extends ModelMetricsBinomialV3<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	AIC
double	AUC
ConfusionMatrixV3	cm
java.lang.String[]	domain
TwoDimTableV3	gains_lift_table
double	Gini
double	loglikelihood
double	logloss
TwoDimTableV3	max_criteria_and_metric_scores
double	mean_per_class_error
double	pr_auc
double	r2
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
ModelMetricsBinomialV3()

Method Summary

Modifier and Type	Method and Description
S	fillFromImpl(ModelMetricsBinomial 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

logloss

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

loglikelihood

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

AIC

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

AUC

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

pr_auc

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

Gini

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

mean_per_class_error

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

domain

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

cm

@API(help="The ConfusionMatrix at the threshold for maximum F1.",
     direction=OUTPUT)
public ConfusionMatrixV3 cm

thresholds_and_metric_scores

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

max_criteria_and_metric_scores

@API(help="The Metrics for various criteria.",
     direction=OUTPUT,
     level=secondary)
public TwoDimTableV3 max_criteria_and_metric_scores

gains_lift_table

@API(help="Gains and Lift table.",
     direction=OUTPUT,
     level=secondary)
public TwoDimTableV3 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>>