SVMClassifier

SVMClassifier

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

From MLJ, the type can be imported using

SVMClassifier = @load SVMClassifier pkg=MLJScikitLearnInterface

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

Hyper-parameters

• C = 1.0
• 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