{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "$id": "https://schema.rtemis.org/hyperparameters/radialsvm/v1/schema.json",
  "title": "rtemis RadialSVMHyperparameters",
  "description": "SVM with radial kernel (e1071). See `setup_RadialSVM`.",
  "type": "object",
  "additionalProperties": false,
  "properties": {
    "cost": {
      "oneOf": [
        {
          "type": "number",
          "exclusiveMinimum": 0
        },
        {
          "type": "array",
          "items": {
            "type": "number",
            "exclusiveMinimum": 0
          },
          "minItems": 1,
          "description": "Tuning search values."
        }
      ],
      "default": 1,
      "description": "Cost of constraints violation."
    },
    "gamma": {
      "oneOf": [
        {
          "type": "number",
          "exclusiveMinimum": 0
        },
        {
          "type": "array",
          "items": {
            "type": "number",
            "exclusiveMinimum": 0
          },
          "minItems": 1,
          "description": "Tuning search values."
        }
      ],
      "default": 0.01,
      "description": "Kernel coefficient."
    },
    "ifw": {
      "oneOf": [
        {
          "type": "boolean"
        },
        {
          "type": "array",
          "items": {
            "type": "boolean"
          },
          "minItems": 1,
          "description": "Tuning search values."
        }
      ],
      "default": false,
      "description": "Inverse Frequency Weighting in classification."
    }
  }
}