{ "hyperparameters": [ { "name": "OpenML_task_id", "type": "categorical", "choices": [ "3945", "7593", "34539", "126025", "126026", "126029", "146212", "167104", "167149", "167152", "167161", "167168", "167181", "167184", "167185", "167190", "167200", "167201", "168329", "168330", "168331", "168335", "168868", "168908", "168910", "189354", "189862", "189865", "189866", "189873", "189905", "189906", "189908", "189909" ], "default": "3945", "probabilities": null }, { "name": "batch_size", "type": "uniform_int", "log": true, "lower": 16, "upper": 512, "default": 91 }, { "name": "epoch", "type": "uniform_int", "log": false, "lower": 1, "upper": 52, "default": 26 }, { "name": "learning_rate", "type": "uniform_float", "log": true, "lower": 0.00010000000000000009, "upper": 0.10000000000000002, "default": 0.0031622777 }, { "name": "max_dropout", "type": "uniform_float", "log": false, "lower": 0.0, "upper": 1.0, "default": 0.5 }, { "name": "max_units", "type": "uniform_int", "log": true, "lower": 64, "upper": 1024, "default": 256 }, { "name": "momentum", "type": "uniform_float", "log": false, "lower": 0.1, "upper": 0.99, "default": 0.545 }, { "name": "num_layers", "type": "uniform_int", "log": false, "lower": 1, "upper": 5, "default": 3 }, { "name": "weight_decay", "type": "uniform_float", "log": false, "lower": 1e-05, "upper": 0.1, "default": 0.050005 } ], "conditions": [], "forbiddens": [], "python_module_version": "0.4.18", "json_format_version": 0.2 }