Experiment Object
/experiments/EXPERIMENT_ID
An experiment represents an objective that SigOpt is optimizing, the relevant parameters, and the underlying data.
Fields
Deprecated Fields
These fields should no longer be used because there are better alternatives.
Supported Endpoints
Example
{
"client": "1",
"created": 1414800000,
"development": false,
"id": "1",
"metadata": null,
"metric": {
"name": "Accuracy",
"object": "metric",
"objective": "maximize",
"strategy": "optimize",
"threshold": null
},
"metrics": [
{
"name": "Accuracy",
"object": "metric",
"objective": "maximize",
"strategy": "optimize",
"threshold": null
}
],
"name": "Support Vector Classifier Accuracy",
"num_solutions": null,
"object": "experiment",
"observation_budget": 60,
"parallel_bandwidth": null,
"parameters": [
{
"bounds": {
"max": 5,
"min": 1,
"object": "bounds"
},
"categorical_values": null,
"conditions": {},
"default_value": null,
"name": "degree",
"object": "parameter",
"precision": null,
"prior": null,
"transformation": null,
"tunable": true,
"type": "int"
},
{
"bounds": {
"max": 1,
"min": 0.001,
"object": "bounds"
},
"categorical_values": null,
"conditions": {},
"default_value": null,
"name": "gamma",
"object": "parameter",
"precision": null,
"prior": null,
"transformation": null,
"tunable": true,
"type": "double"
},
{
"bounds": null,
"categorical_values": [
{
"enum_index": 1,
"name": "rbf",
"object": "categorical_value"
},
{
"enum_index": 2,
"name": "poly",
"object": "categorical_value"
},
{
"enum_index": 3,
"name": "sigmoid",
"object": "categorical_value"
}
],
"conditions": {},
"default_value": null,
"name": "kernel",
"object": "parameter",
"precision": null,
"prior": null,
"transformation": null,
"tunable": true,
"type": "categorical"
}
],
"progress": null,
"project": "classification-models",
"runs_only": false,
"state": "active",
"type": "offline",
"updated": 1446422400,
"user": null
}
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