water.bindings.pojos

Class ModelOutputSchema

java.lang.Object

water.bindings.pojos.Schema

water.bindings.pojos.ModelOutputSchema

Direct Known Subclasses:

AggregatorModelOutputV99, CoxPHModelOutputV3, DeepLearningModelOutputV3, ExampleModelOutputV3, GLMModelOutputV3, GLRMModelOutputV3, GrepModelOutputV3, KMeansModelOutputV3, NaiveBayesModelOutputV3, PCAModelOutputV3, SharedTreeModelOutputV3, SVDModelOutputV99, Word2VecModelOutputV3

public class ModelOutputSchema
extends Schema

Field Summary

Fields

Modifier and Type	Field and Description
FrameKeyV3	cross_validation_fold_assignment_frame_id Cross-validation fold assignment (each row is assigned to one holdout fold)
FrameKeyV3	cross_validation_holdout_predictions_frame_id Cross-validation holdout predictions (full out-of-sample predictions on training data)
ModelMetricsBase	cross_validation_metrics Cross-validation model metrics
TwoDimTableBase	cross_validation_metrics_summary Cross-validation model metrics summary
ModelKeyV3[]	cross_validation_models Cross-validation models (model ids)
FrameKeyV3[]	cross_validation_predictions Cross-validation predictions, one per cv model (deprecated, use cross_validation_holdout_predictions_frame_id instead)
java.lang.String[][]	domains Domains for categorical columns
long	end_time End time in milliseconds
java.util.Map<java.lang.String,java.lang.String>	help Help information for output fields
ModelCategory	model_category Category of the model (e.g., Binomial)
TwoDimTableBase	model_summary Model summary
java.lang.String[]	names Column names
long	run_time Runtime in milliseconds
TwoDimTableBase	scoring_history Scoring history
long	start_time Start time in milliseconds
java.lang.String	status Job status
ModelMetricsBase	training_metrics Training data model metrics
ModelMetricsBase	validation_metrics Validation data model metrics

Constructor Summary

Constructors

Constructor and Description
ModelOutputSchema()

Method Summary

Methods

Modifier and Type	Method and Description
java.lang.String	toString() Return the contents of this object as a JSON String.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Field Detail

names

public java.lang.String[] names

Column names

domains

public java.lang.String[][] domains

Domains for categorical columns

cross_validation_models

public ModelKeyV3[] cross_validation_models

Cross-validation models (model ids)

cross_validation_predictions

public FrameKeyV3[] cross_validation_predictions

Cross-validation predictions, one per cv model (deprecated, use cross_validation_holdout_predictions_frame_id instead)

cross_validation_holdout_predictions_frame_id

public FrameKeyV3 cross_validation_holdout_predictions_frame_id

Cross-validation holdout predictions (full out-of-sample predictions on training data)

cross_validation_fold_assignment_frame_id

public FrameKeyV3 cross_validation_fold_assignment_frame_id

Cross-validation fold assignment (each row is assigned to one holdout fold)

model_category

public ModelCategory model_category

Category of the model (e.g., Binomial)

model_summary

public TwoDimTableBase model_summary

Model summary

scoring_history

public TwoDimTableBase scoring_history

Scoring history

training_metrics

public ModelMetricsBase training_metrics

Training data model metrics

validation_metrics

public ModelMetricsBase validation_metrics

Validation data model metrics

cross_validation_metrics

public ModelMetricsBase cross_validation_metrics

Cross-validation model metrics

cross_validation_metrics_summary

public TwoDimTableBase cross_validation_metrics_summary

Cross-validation model metrics summary

status

public java.lang.String status

Job status

start_time

public long start_time

Start time in milliseconds

end_time

public long end_time

End time in milliseconds

run_time

public long run_time

Runtime in milliseconds

help

public java.util.Map<java.lang.String,java.lang.String> help

Help information for output fields

Constructor Detail

ModelOutputSchema

public ModelOutputSchema()

Method Detail

toString

public java.lang.String toString()

Return the contents of this object as a JSON String.

Overrides:

toString in class Schema