AffinityPropagation

AffinityPropagation

A model type for constructing a Affinity Propagation Clustering of data, based on MLJScikitLearnInterface.jl, and implementing the MLJ model interface.

From MLJ, the type can be imported using

AffinityPropagation = @load AffinityPropagation pkg=MLJScikitLearnInterface

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

Hyper-parameters

• damping = 0.5
• max_iter = 200
• convergence_iter = 15
• copy = true
• preference = nothing
• affinity = euclidean
• verbose = false