grid_params.json

{
  "ontology": {
    "rf": {
      "n_estimators": [
        10,
        30,
        50,
        100,
        300,
        500
      ],
      "max_depth": [
        3,
        7,
        10,
        12,
        15,
        18,
        30
      ]
    },
    "en": {
      "alpha": [
        0.000001,
        0.00001,
        0.0001,
        0.001,
        0.01,
        0.1
      ],
      "l1_ratio": [
        0.0,
        0.1,
        0.2,
        0.3,
        0.4,
        0.5,
        0.6,
        0.7,
        0.8,
        0.9
      ]
    },
    "encv": {
      "l1_ratio": [
        0.1,
        0.5,
        0.7,
        0.9,
        0.95,
        0.99,
        1.0
      ]
    }
  },
  "predictor": {
    "rf": {
      "n_estimators": [
        30
      ],
      "max_depth": [
        7
      ]
    },
    "en": {
      "alpha": [
        0.0001
      ],
      "l1_ratio": [
        0.5
      ]
    },
    "encv": {
      "l1_ratio": [
        0.1,
        0.5,
        0.7,
        0.9,
        0.95,
        0.99,
        1.0
      ]
    }
  },
  "mmseqs-estimation": {
    "rf": {
      "n_estimators": 300,
      "max_depth": 18
    },
    "en": {
      "alpha": 0.0001,
      "l1_ratio": 0.5
    },
    "encv": {
      "l1_ratio": [
        0.1,
        0.5,
        0.7,
        0.9,
        0.95,
        0.99,
        1.0
      ]
    }
  }
}