RidgeClassifier

RidgeClassifier

A model type for constructing a ridge regression classifier, based on MLJScikitLearnInterface.jl, and implementing the MLJ model interface.

From MLJ, the type can be imported using

RidgeClassifier = @load RidgeClassifier pkg=MLJScikitLearnInterface

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

Hyper-parameters

• alpha = 1.0
• fit_intercept = true
• copy_X = true
• max_iter = nothing
• tol = 0.001
• class_weight = nothing
• solver = auto
• random_state = nothing