water.bindings.pojos

Class ModelOutputSchema

java.lang.Object

water.bindings.pojos.Schema

water.bindings.pojos.ModelOutputSchema

Direct Known Subclasses:

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
ModelMetricsBase	cross_validation_metrics Cross-validation model metrics
java.lang.String[]	cross_validation_models Cross-validation models (model ids)
java.lang.String[]	cross_validation_predictions Cross-validation predictions (frame ids)
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 inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, 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 java.lang.String[] cross_validation_models

Cross-validation models (model ids)

cross_validation_predictions

public java.lang.String[] cross_validation_predictions

Cross-validation predictions (frame ids)

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

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()