SVMLinearClassifier

SVMLinearClassifier

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

From MLJ, the type can be imported using

SVMLinearClassifier = @load SVMLinearClassifier pkg=MLJScikitLearnInterface

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

Hyper-parameters

• penalty = l2
• loss = squared_hinge
• dual = true
• tol = 0.0001
• C = 1.0
• multi_class = ovr
• fit_intercept = true
• intercept_scaling = 1.0
• random_state = nothing
• max_iter = 1000