public class GridSchemaV99 extends SchemaV3
| 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.
|
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
|
| Constructor and Description |
|---|
GridSchemaV99()
Public constructor
|
| Modifier and Type | Method and Description |
|---|---|
java.lang.String |
toString()
Return the contents of this object as a JSON String.
|
public GridKeyV3 gridId
public java.lang.String sortBy
public boolean decreasing
public ModelKeyV3[] modelIds
public java.lang.String[] hyperNames
public ModelParametersSchemaV3[] failedParams
public java.lang.String[] failureDetails
public java.lang.String[] failureStackTraces
public java.lang.String[][] failedRawParams
public ModelMetricsBaseV3[] trainingMetrics
public ModelMetricsBaseV3[] validationMetrics
public ModelMetricsBaseV3[] crossValidationMetrics
public TwoDimTableV3[] crossValidationMetricsSummary
public TwoDimTableV3 summaryTable
public TwoDimTableV3 scoringHistory