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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