Experiment Detail

https://api.sigopt.com/v1/experiments/EXPERIMENT_ID

Retrieves information about an Experiment.

Request Method: GET

Parameters

This endpoint takes no parameters.

Response

Experiment object.

Example Request

experiment = conn.experiments(EXPERIMENT_ID).fetch()
Response
{
  "client": "1",
  "conditionals": [],
  "created": 1560895206,
  "development": false,
  "id": "1",
  "linear_constraints": [],
  "metadata": null,
  "metric": {
    "name": "Accuracy",
    "object": "metric",
    "objective": "maximize",
    "value_baseline": null
  },
  "metrics": [
    {
      "name": "Accuracy",
      "object": "metric",
      "objective": "maximize",
      "value_baseline": 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,
      "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,
      "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,
      "tunable": true,
      "type": "categorical"
    }
  ],
  "progress": {
    "best_observation": null,
    "first_observation": null,
    "last_observation": null,
    "object": "progress",
    "observation_budget_consumed": 0,
    "observation_count": 0
  },
  "project": "classification-models",
  "state": "active",
  "type": "offline",
  "updated": 1560895206,
  "user": null
}