yahpo-iaml_ranger/config_space.json

{
  "hyperparameters": [
    {
      "name": "min.node.size",
      "type": "uniform_int",
      "log": false,
      "lower": 1,
      "upper": 100,
      "default": 50
    },
    {
      "name": "mtry.ratio",
      "type": "uniform_float",
      "log": false,
      "lower": 0.0,
      "upper": 1.0,
      "default": 0.5
    },
    {
      "name": "num.trees",
      "type": "uniform_int",
      "log": false,
      "lower": 1,
      "upper": 2000,
      "default": 1000
    },
    {
      "name": "replace",
      "type": "categorical",
      "choices": [
        "TRUE",
        "FALSE"
      ],
      "default": "TRUE",
      "probabilities": null
    },
    {
      "name": "respect.unordered.factors",
      "type": "categorical",
      "choices": [
        "ignore",
        "order",
        "partition"
      ],
      "default": "ignore",
      "probabilities": null
    },
    {
      "name": "sample.fraction",
      "type": "uniform_float",
      "log": false,
      "lower": 0.1,
      "upper": 1.0,
      "default": 0.55
    },
    {
      "name": "splitrule",
      "type": "categorical",
      "choices": [
        "gini",
        "extratrees"
      ],
      "default": "gini",
      "probabilities": null
    },
    {
      "name": "task_id",
      "type": "categorical",
      "choices": [
        "40981",
        "41146",
        "1489",
        "1067"
      ],
      "default": "40981",
      "probabilities": null
    },
    {
      "name": "trainsize",
      "type": "uniform_float",
      "log": false,
      "lower": 0.03,
      "upper": 1.0,
      "default": 0.525
    },
    {
      "name": "num.random.splits",
      "type": "uniform_int",
      "log": false,
      "lower": 1,
      "upper": 100,
      "default": 50
    }
  ],
  "conditions": [
    {
      "child": "num.random.splits",
      "parent": "splitrule",
      "type": "EQ",
      "value": "extratrees"
    }
  ],
  "forbiddens": [],
  "python_module_version": "0.4.19",
  "json_format_version": 0.2
}