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b/docs/build/html/_modules/index.html @@ -161,6 +161,7 @@
  • pyFTS.partitioners.Huarng
  • pyFTS.partitioners.Simple
  • pyFTS.partitioners.Singleton
  • +
  • pyFTS.partitioners.SubClust
  • pyFTS.partitioners.Util
  • pyFTS.partitioners.parallel_util
  • pyFTS.partitioners.partitioner
  • diff --git a/docs/build/html/genindex.html b/docs/build/html/genindex.html index 86ef7a1..50582c9 100644 --- a/docs/build/html/genindex.html +++ b/docs/build/html/genindex.html @@ -166,6 +166,8 @@
  • (pyFTS.models.nonstationary.honsfts.HighOrderNonStationaryFLRG method)
  • (pyFTS.models.nonstationary.nsfts.ConventionalNonStationaryFLRG method) +
  • +
  • (pyFTS.models.nonstationary.nsfts.WeightedNonStationaryFLRG method)
  • (pyFTS.models.pwfts.ProbabilisticWeightedFLRG method)
  • @@ -280,6 +282,8 @@
  • (pyFTS.partitioners.Huarng.HuarngPartitioner method)
  • (pyFTS.partitioners.Singleton.SingletonPartitioner method) +
  • +
  • (pyFTS.partitioners.SubClust.SubClustPartitioner method)
  • (pyFTS.partitioners.partitioner.Partitioner method)
  • @@ -358,10 +362,10 @@
  • common_process_time_jobs() (in module pyFTS.benchmarks.benchmarks)
  • - - + + + - @@ -556,8 +556,42 @@ Fuzzy Sets Syst., vol. 123, no. 3, pp. 387–394, Nov. 2001.

    -
    -

    pyFTS.partitioners.SubClust module

    +
    +

    pyFTS.partitioners.SubClust module

    +

    Chiu, Stephen L. “Fuzzy model identification based on cluster estimation.” Journal of Intelligent & fuzzy systems 2.3 (1994): 267-278.

    +
    +
    +class pyFTS.partitioners.SubClust.SubClustPartitioner(**kwargs)
    +

    Bases: pyFTS.partitioners.partitioner.Partitioner

    +

    Subtractive Clustering Partitioner

    +
    +
    +build(data)
    +

    Perform the partitioning of the Universe of Discourse

    + +++ + + + + + +
    Parameters:data – training data
    Returns:
    +
    + +
    + +
    +
    +pyFTS.partitioners.SubClust.imax(vec)
    +
    + +
    +
    +pyFTS.partitioners.SubClust.subclust(data, ra, rb, eps_sup, eps_inf)
    +
    +

    pyFTS.partitioners.Util module

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