get_best_run_by_primary_metric: Return the best performing run amongst all completed runs
In azuremlsdk: Interface to the 'Azure Machine Learning' 'SDK'
Description
Usage
Arguments
Value
Description
Find and return the run that corresponds to the best performing run
amongst all the completed runs.
The best performing run is identified solely based on the primary metric
parameter specified in the HyperDriveConfig (primary_metric_name).
The PrimaryMetricGoal governs whether the minimum or maximum of the
primary metric is used. To do a more detailed analysis of all the
run metrics launched by this HyperDrive run, use get_child_run_metrics().
Only one of the runs is returned from get_best_run_by_primary_metric(),
even if several of the runs launched by this HyperDrive run reached
the same best metric.
Usage
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get_best_run_by_primary_metric(
hyperdrive_run,
include_failed = TRUE,
include_canceled = TRUE
)
Arguments
hyperdrive_run
The HyperDriveRun object.
include_failed
If TRUE, include the failed runs.
include_canceled
If TRUE, include the canceled runs.
Value
The Run object.
azuremlsdk documentation built on Oct. 23, 2020, 8:22 p.m.
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Description Usage Arguments Value
Description
Find and return the run that corresponds to the best performing run amongst all the completed runs.
The best performing run is identified solely based on the primary metric
parameter specified in the HyperDriveConfig (primary_metric_name).
The PrimaryMetricGoal governs whether the minimum or maximum of the
primary metric is used. To do a more detailed analysis of all the
run metrics launched by this HyperDrive run, use get_child_run_metrics().
Only one of the runs is returned from get_best_run_by_primary_metric(),
even if several of the runs launched by this HyperDrive run reached
the same best metric.
Usage
1 2 3 4 5 | get_best_run_by_primary_metric(
hyperdrive_run,
include_failed = TRUE,
include_canceled = TRUE
)
|
Arguments
hyperdrive_run |
The |
include_failed |
If |
include_canceled |
If |
Value
The Run object.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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