hex.schemas

Class GLRMModelV3.GLRMModelOutputV3

java.lang.Object

water.Iced

water.api.Schema<I,S>

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

water.api.schemas3.ModelOutputSchemaV3<GLRMModel.GLRMOutput,GLRMModelV3.GLRMModelOutputV3>

hex.schemas.GLRMModelV3.GLRMModelOutputV3

All Implemented Interfaces:

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

Enclosing class:

GLRMModelV3

public static final class GLRMModelV3.GLRMModelOutputV3
extends water.api.schemas3.ModelOutputSchemaV3<GLRMModel.GLRMOutput,GLRMModelV3.GLRMModelOutputV3>

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
water.api.schemas3.TwoDimTableV3	archetypes
double	avg_change_obj
water.api.schemas3.TwoDimTableV3	eigenvectors
water.api.schemas3.TwoDimTableV3	importance
int	iterations
double	objective
java.lang.String	representation_name
double[]	singular_vals
double	step_size
int	updates

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
GLRMModelOutputV3()

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

iterations

@API(help="Number of iterations executed")
public int iterations

updates

@API(help="Number of updates executed")
public int updates

objective

@API(help="Current value of the objective function")
public double objective

avg_change_obj

@API(help="Average change in objective value on final iteration")
public double avg_change_obj

step_size

@API(help="Final step size")
public double step_size

archetypes

@API(help="Mapping from lower dimensional k-space to training features (Y)")
public water.api.schemas3.TwoDimTableV3 archetypes

singular_vals

@API(help="Singular values of XY matrix")
public double[] singular_vals

eigenvectors

@API(help="Eigenvectors of XY matrix")
public water.api.schemas3.TwoDimTableV3 eigenvectors

representation_name

@API(help="Frame key name for X matrix")
public java.lang.String representation_name

importance

@API(help="Standard deviation and importance of each principal component")
public water.api.schemas3.TwoDimTableV3 importance

Constructor Detail

GLRMModelOutputV3

public GLRMModelOutputV3()