water.bindings.pojos

Class GridSchemaV99

java.lang.Object

water.bindings.pojos.Schema

water.bindings.pojos.GridSchemaV99

public class GridSchemaV99
extends Schema

Field Summary

Fields

Modifier and Type	Field and Description
ModelMetricsBase[]	cross_validation_metrics Cross validation model metrics for the returned models; only returned if sort_by is set
boolean	decreasing Specify whether sort order should be decreasing.
ModelParametersSchema[]	failed_params List of failed parameters
java.lang.String[][]	failed_raw_params List of raw parameters causing model building failure
java.lang.String[]	failure_details List of detailed failure messages
java.lang.String[]	failure_stack_traces List of detailed failure stack traces
java.lang.String	grid_id Grid id
java.lang.String[]	hyper_names Used hyper parameters.
java.lang.String[]	model_ids Model IDs built by a grid search
java.lang.String	sort_by Model performance metric to sort by.
TwoDimTableV3	summary_table Summary
ModelMetricsBase[]	training_metrics Training model metrics for the returned models; only returned if sort_by is set
ModelMetricsBase[]	validation_metrics Validation model metrics for the returned models; only returned if sort_by is set

Constructor Summary

Constructors

Constructor and Description
GridSchemaV99()

Method Summary

Methods inherited from class java.lang.Object

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

Field Detail

grid_id

public java.lang.String grid_id

Grid id

sort_by

public java.lang.String sort_by

Model performance metric to sort by. Examples: logloss, residual_deviance, mse, auc, r2, f1, recall, precision, accuracy, mcc, err, err_count, lift_top_group, max_per_class_error

decreasing

public boolean decreasing

Specify whether sort order should be decreasing.

model_ids

public java.lang.String[] model_ids

Model IDs built by a grid search

hyper_names

public java.lang.String[] hyper_names

Used hyper parameters.

failed_params

public ModelParametersSchema[] failed_params

List of failed parameters

failure_details

public java.lang.String[] failure_details

List of detailed failure messages

failure_stack_traces

public java.lang.String[] failure_stack_traces

List of detailed failure stack traces

failed_raw_params

public java.lang.String[][] failed_raw_params

List of raw parameters causing model building failure

training_metrics

public ModelMetricsBase[] training_metrics

Training model metrics for the returned models; only returned if sort_by is set

validation_metrics

public ModelMetricsBase[] validation_metrics

Validation model metrics for the returned models; only returned if sort_by is set

cross_validation_metrics

public ModelMetricsBase[] cross_validation_metrics

Cross validation model metrics for the returned models; only returned if sort_by is set

summary_table

public TwoDimTableV3 summary_table

Summary

Constructor Detail

GridSchemaV99

public GridSchemaV99()