automl.searchmodels.meka.base.cdt.json Maven / Gradle / Ivy

Go to download
{
  "repository" : "meka.classifiers.multilabel.CDT",
  "include" : [ ],
  "components" : [ {
    "name" : "meka.classifiers.multilabel.CDT",
    "providedInterface" : [ "MLClassifier", "BasicMLClassifier" ],
    "requiredInterface" : [ {
      "id" : "W",
      "name" : "AbstractClassifier"
    } ],
    "parameters" : [ {
      "name" : "H",
      "comment" : "Determines the width of the trellis (use 0 for chain; use _1 for a square trellis, i.e., width of sqrt(number of labels)). ",
      "type" : "cat",
      "default" : "0",
      "values" : [ "0", "-1" ]
    }, {
      "name" : "L",
      "comment" : "Determines the neighbourhood density (the number of neighbours for each node in the trellis). CAUTION: default obtained from source code. No idea about good other values ",
      "type" : "int",
      "default" : 1,
      "min" : 1,
      "max" : 5,
      "minInterval" : 1,
      "refineSplits" : 5
    }, {
      "comment" : "The dependency heuristic to use in rearranging the trellis (None by default). ",
      "name" : "X",
      "type" : "cat",
      "default" : "None",
      "values" : [ "lbf", "C", "I", "Ib", "H", "Hbf", "X", "F", "L", "None" ]
    }, {
      "name" : "I",
      "comment" : "The total number of iterations. default: 1000 ",
      "type" : "int",
      "default" : 1000,
      "min" : 100,
      "max" : 1000,
      "refineSplits" : 8,
      "minInterval" : 10
    }, {
      "name" : "Ic",
      "comment" : "The number of collection iterations. default: 100 ",
      "type" : "int",
      "default" : 100,
      "min" : 1,
      "max" : 100,
      "refineSplits" : 8,
      "minInterval" : 1
    } ]
  } ]
}