Observation Object
/experiments/EXPERIMENT_ID/observations/OBSERVATION_ID
The observed data from a single trial in your experiment. Observations have a values
which reflects the values of the metrics you are trying to optimize.
Fields
Key | Type | Value |
---|---|---|
| The values that the parameters held during this trial, usually set from a Suggestion. | |
|
| The timestamp (in seconds since epoch) that this observation was reported. |
|
| The |
|
| A boolean indicating whether this observation failed for some reason. SigOpt takes this into consideration when optimizing. It is invalid for both |
|
| A unique ID for this observation. |
| Optional user-provided object. See Using Metadata for more information. | |
|
| The |
|
| An array of Metric Evaluation objects recording the values and other associated information for each metric in a given observation. This is available for both single metric and multimetric experiments. Values appear in alphabetical order by the metric name. |
Deprecated Fields
These fields should no longer be used because there are better alternatives.
Key | Type | Value |
---|---|---|
|
| The observed metric value from this trial. Only available for single metric experiments. |
|
| The standard deviation in |
Supported Endpoints
Method | URI | Description |
---|---|---|
| Observation Batch Create | |
| Observation Create | |
| Observation Detail | |
| Observation List | |
| Observation Update | |
| Observation Delete | |
| Observation List Delete |
Examples
Last updated