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

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{
  "repository" : "meka.classifiers.multilabel.BPNN",
  "include" : [ ],
  "components" : [ {
    "name" : "meka.classifiers.multilabel.BPNN",
    "providedInterface" : [ "MLClassifier", "BasicMLClassifier", "ProblemTransformationMethod" ],
    "requiredInterface" : [ ],
    "parameters" : [ {
      "name" : "H",
      "comment" : "Sets the number of hidden units default: 10",
      "type" : "int",
      "default" : "10",
      "min" : "1",
      "max" : "100",
      "refineSplits" : 8,
      "minInterval" : 5
    }, {
      "name" : "E",
      "comment" : "Sets the maximum number of epochs default: 1000 (auto_cut_out)",
      "type" : "int",
      "default" : 1000,
      "min" : 10,
      "max" : 10000,
      "refineSplits" : 8,
      "minInterval" : 100
    }, {
      "name" : "r",
      "comment" : "Sets the learning rate (tyically somewhere between 'very small' and 0.1) default: 0.1",
      "type" : "double",
      "default" : 0.1,
      "min" : 0.001,
      "max" : 0.1,
      "refineSplits" : 8,
      "minInterval" : 1.0E-4
    }, {
      "name" : "m",
      "comment" : "Sets the momentum (typically somewhere between 0.1 and 0.9) default: 0.1",
      "type" : "double",
      "default" : 0.1,
      "min" : 0.1,
      "max" : 0.9,
      "refineSplits" : 8,
      "minInterval" : 0.05
    } ]
  } ]
}