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