automl.searchmodels.meka.meta.randomsubspaceml.json Maven / Gradle / Ivy

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This project provides an implementation of the AutoML tool ML-Plan for MEKA.

There is a newer version: 0.2.7

{
  "repository" : "meka.classifiers.multilabel.meta.RandomSubspaceML",
  "include" : [ ],
  "components" : [ {
    "name" : "meka.classifiers.multilabel.meta.RandomSubspaceML",
    "providedInterface" : [ "MLClassifier", "MetaMLClassifier" ],
    "requiredInterface" : [ {
      "id" : "W",
      "name" : "ProblemTransformationMethod"
    } ],
    "parameters" : [ {
      "name" : "P",
      "comment" : "Size of each bag, as a percentage of total training size (default 67)",
      "type" : "int",
      "default" : 67,
      "min" : 10,
      "max" : 100,
      "refineSplits" : 8,
      "minInterval" : 5
    }, {
      "name" : "I",
      "comment" : "The number of models (default: 10)",
      "type" : "int",
      "default" : 10,
      "min" : 10,
      "max" : 50,
      "refineSplits" : 8,
      "minInterval" : 1
    }, {
      "name" : "A",
      "comment" : "Size of attribute space, as a percentage of total attribute space size (must be between 1 and 100, default: 50)",
      "type" : "int",
      "default" : 50,
      "min" : 10,
      "max" : 100,
      "minInterval" : 5,
      "refineSplits" : 8
    } ]
  } ]
}