SVMNuClassifier

SVMNuClassifier

A model type for constructing a nu-support vector classifier, based on MLJScikitLearnInterface.jl, and implementing the MLJ model interface.

From MLJ, the type can be imported using

SVMNuClassifier = @load SVMNuClassifier pkg=MLJScikitLearnInterface

Do model = SVMNuClassifier() to construct an instance with default hyper-parameters. Provide keyword arguments to override hyper-parameter defaults, as in SVMNuClassifier(nu=...).

Hyper-parameters

  • nu = 0.5
  • kernel = rbf
  • degree = 3
  • gamma = scale
  • coef0 = 0.0
  • shrinking = true
  • tol = 0.001
  • cache_size = 200
  • max_iter = -1
  • decision_function_shape = ovr
  • random_state = nothing