hex.schemas

Class InfogramModelV3.InfogramModelOutputV3

java.lang.Object

water.Iced

water.api.Schema<I,S>

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

water.api.schemas3.ModelOutputSchemaV3<InfogramModel.InfogramModelOutput,InfogramModelV3.InfogramModelOutputV3>

hex.schemas.InfogramModelV3.InfogramModelOutputV3

All Implemented Interfaces:

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

Enclosing class:

InfogramModelV3

public static final class InfogramModelV3.InfogramModelOutputV3
extends water.api.schemas3.ModelOutputSchemaV3<InfogramModel.InfogramModelOutput,InfogramModelV3.InfogramModelOutputV3>

See Also:

Serialized Form

Nested Class Summary

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

water.api.schemas3.SchemaV3.Meta

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

water.api.Schema.AutoParseable

Field Summary

Fields

Modifier and Type	Field and Description
double[]	admissible_cmi
double[]	admissible_cmi_raw
java.lang.String[]	admissible_features
java.lang.String[]	admissible_features_valid
java.lang.String[]	admissible_features_xval
double[]	admissible_relevance
java.lang.String[]	all_predictor_names
double[]	cmi
double[]	cmi_raw
double[]	relevance

Fields inherited from class water.api.schemas3.ModelOutputSchemaV3

column_types, cross_validation_fold_assignment_frame_id, cross_validation_holdout_predictions_frame_id, cross_validation_metrics, cross_validation_metrics_summary, cross_validation_models, cross_validation_predictions, cv_scoring_history, default_threshold, domains, end_time, help, model_category, model_summary, names, original_names, reproducibility_information_table, run_time, scoring_history, start_time, status, training_metrics, validation_metrics

Fields inherited from class water.api.schemas3.SchemaV3

__meta

Constructor Summary

Constructors

Constructor and Description
InfogramModelOutputV3()

Method Summary

Methods inherited from class water.api.schemas3.ModelOutputSchemaV3

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

admissible_cmi

@API(help="Array of conditional mutual information for admissible features normalized to 0.0 and 1.0",
     direction=OUTPUT)
public double[] admissible_cmi

admissible_cmi_raw

@API(help="Array of conditional mutual information for admissible features raw and not normalized to 0.0 and 1.0",
     direction=OUTPUT)
public double[] admissible_cmi_raw

admissible_relevance

@API(help="Array of variable importance for admissible features",
     direction=OUTPUT)
public double[] admissible_relevance

admissible_features

@API(help="Array containing names of admissible features for the user",
     direction=OUTPUT)
public java.lang.String[] admissible_features

admissible_features_valid

@API(help="Array containing names of admissible features for the user from the validation dataset.",
     direction=OUTPUT)
public java.lang.String[] admissible_features_valid

admissible_features_xval

@API(help="Array containing names of admissible features for the user from cross-validation.",
     direction=OUTPUT)
public java.lang.String[] admissible_features_xval

cmi_raw

@API(help="Array of raw conditional mutual information for all features excluding sensitive attributes if applicable",
     direction=OUTPUT)
public double[] cmi_raw

cmi

@API(help="Array of conditional mutual information for all features excluding sensitive attributes if applicable normalized to 0.0 and 1.0",
     direction=OUTPUT)
public double[] cmi

all_predictor_names

@API(help="Array containing names of all features excluding sensitive attributes if applicable corresponding to CMI and relevance",
     direction=OUTPUT)
public java.lang.String[] all_predictor_names

relevance

@API(help="Array of variable importance for all features excluding sensitive attributes if applicable",
     direction=OUTPUT)
public double[] relevance

Constructor Detail

InfogramModelOutputV3

public InfogramModelOutputV3()