Bayesian Optimization

Algorithmia Platform License · Calls Other Algorithms

Run an Example

{
  "best_hyperparameter_values": {
    "regularization_coefficient": "0.998069782486",
    "num_iterations": "43",
    "initial_learning_rate": "0.99413886261",
    "decay_exponent": "0.964836883545"
  },
  "best_function_value": 0.15311,
  "best_job_number": 7,
  "best_job_time": 2.672707
}

Install & Use

Use

curl -X POST -d '["mheimann/SVMSGDWrapper/13dbfa144eb82cd5b05e1e4356521c429ca33bb2", 10, "data://mheimann/SMS"]' -H 'Content-Type: application/json' -H 'Authorization: Simple YOUR_API_KEY' https://api.algorithmia.com/v1/algo/mheimann/BayesianOptimization/0.1.1