/AWS1/CL_SGMTUNJOBCOMPLETION00¶
The job completion criteria.
CONSTRUCTOR¶
IMPORTING¶
Optional arguments:¶
iv_targetobjivemetricvalue TYPE /AWS1/RT_FLOAT_AS_STRING /AWS1/RT_FLOAT_AS_STRING¶
The value of the objective metric.
io_bestobjectivenotimproving TYPE REF TO /AWS1/CL_SGMBESTOBJIVENOTIMP00 /AWS1/CL_SGMBESTOBJIVENOTIMP00¶
A flag to stop your hyperparameter tuning job if model performance fails to improve as evaluated against an objective function.
io_convergencedetected TYPE REF TO /AWS1/CL_SGMCONVERGENCEDETEC00 /AWS1/CL_SGMCONVERGENCEDETEC00¶
A flag to top your hyperparameter tuning job if automatic model tuning (AMT) has detected that your model has converged as evaluated against your objective function.
Queryable Attributes¶
TargetObjectiveMetricValue¶
The value of the objective metric.
Accessible with the following methods¶
| Method | Description |
|---|---|
GET_TARGETOBJIVEMETRICVALUE() |
Getter for TARGETOBJECTIVEMETRICVALUE, with configurable def |
ASK_TARGETOBJIVEMETRICVALUE() |
Getter for TARGETOBJECTIVEMETRICVALUE w/ exceptions if field |
STR_TARGETOBJIVEMETRICVALUE() |
String format for TARGETOBJECTIVEMETRICVALUE, with configura |
HAS_TARGETOBJIVEMETRICVALUE() |
Determine if TARGETOBJECTIVEMETRICVALUE has a value |
BestObjectiveNotImproving¶
A flag to stop your hyperparameter tuning job if model performance fails to improve as evaluated against an objective function.
Accessible with the following methods¶
| Method | Description |
|---|---|
GET_BESTOBJIVENOTIMPROVING() |
Getter for BESTOBJECTIVENOTIMPROVING |
ConvergenceDetected¶
A flag to top your hyperparameter tuning job if automatic model tuning (AMT) has detected that your model has converged as evaluated against your objective function.
Accessible with the following methods¶
| Method | Description |
|---|---|
GET_CONVERGENCEDETECTED() |
Getter for CONVERGENCEDETECTED |