water.bindings.pojos

Class GridSchemaV99

java.lang.Object

water.bindings.pojos.SchemaV3

water.bindings.pojos.GridSchemaV99

public class GridSchemaV99
extends SchemaV3

Field Summary

Fields

Modifier and Type	Field and Description
ModelMetricsBaseV3[]	crossValidationMetrics Cross validation model metrics for the returned models; only returned if sort_by is set
TwoDimTableV3[]	crossValidationMetricsSummary Cross validation model metrics summary for the returned models; only returned if sort_by is set
boolean	decreasing Specify whether sort order should be decreasing.
java.lang.String	exportCheckpointsDir Directory for Grid automatic checkpointing
ModelParametersSchemaV3[]	failedParams List of failed parameters
java.lang.String[][]	failedRawParams List of raw parameters causing model building failure
java.lang.String[]	failureDetails List of detailed failure messages
java.lang.String[]	failureStackTraces List of detailed failure stack traces
GridKeyV3	gridId Grid id
java.lang.String[]	hyperNames Used hyper parameters.
ModelKeyV3[]	modelIds Model IDs built by a grid search
TwoDimTableV3	scoringHistory Scoring history
java.lang.String	sortBy Model performance metric to sort by.
TwoDimTableV3	summaryTable Summary
ModelMetricsBaseV3[]	trainingMetrics Training model metrics for the returned models; only returned if sort_by is set
ModelMetricsBaseV3[]	validationMetrics Validation model metrics for the returned models; only returned if sort_by is set
java.lang.String[]	warningDetails List of detailed warning messages

Constructor Summary

Constructors

Constructor and Description
GridSchemaV99() Public constructor

Method Summary

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

gridId

@SerializedName(value="grid_id")
public GridKeyV3 gridId

Grid id

sortBy

@SerializedName(value="sort_by")
public java.lang.String sortBy

Model performance metric to sort by. Examples: logloss, residual_deviance, mse, rmse, mae,rmsle, 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.

modelIds

@SerializedName(value="model_ids")
public ModelKeyV3[] modelIds

Model IDs built by a grid search

hyperNames

@SerializedName(value="hyper_names")
public java.lang.String[] hyperNames

Used hyper parameters.

failedParams

@SerializedName(value="failed_params")
public ModelParametersSchemaV3[] failedParams

List of failed parameters

warningDetails

@SerializedName(value="warning_details")
public java.lang.String[] warningDetails

List of detailed warning messages

failureDetails

@SerializedName(value="failure_details")
public java.lang.String[] failureDetails

List of detailed failure messages

failureStackTraces

@SerializedName(value="failure_stack_traces")
public java.lang.String[] failureStackTraces

List of detailed failure stack traces

failedRawParams

@SerializedName(value="failed_raw_params")
public java.lang.String[][] failedRawParams

List of raw parameters causing model building failure

trainingMetrics

@SerializedName(value="training_metrics")
public ModelMetricsBaseV3[] trainingMetrics

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

validationMetrics

@SerializedName(value="validation_metrics")
public ModelMetricsBaseV3[] validationMetrics

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

crossValidationMetrics

@SerializedName(value="cross_validation_metrics")
public ModelMetricsBaseV3[] crossValidationMetrics

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

crossValidationMetricsSummary

@SerializedName(value="cross_validation_metrics_summary")
public TwoDimTableV3[] crossValidationMetricsSummary

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

exportCheckpointsDir

@SerializedName(value="export_checkpoints_dir")
public java.lang.String exportCheckpointsDir

Directory for Grid automatic checkpointing

summaryTable

@SerializedName(value="summary_table")
public TwoDimTableV3 summaryTable

Summary

scoringHistory

@SerializedName(value="scoring_history")
public TwoDimTableV3 scoringHistory

Scoring history

Constructor Detail

GridSchemaV99

public GridSchemaV99()

Public constructor

Method Detail

toString

public java.lang.String toString()

Return the contents of this object as a JSON String.

Overrides:

toString in class SchemaV3