KNeighborsClassifier
KNeighborsClassifier
A model type for constructing a K-nearest neighbors classifier, based on MLJScikitLearnInterface.jl, and implementing the MLJ model interface.
From MLJ, the type can be imported using
KNeighborsClassifier = @load KNeighborsClassifier pkg=MLJScikitLearnInterface
Do model = KNeighborsClassifier()
to construct an instance with default hyper-parameters. Provide keyword arguments to override hyper-parameter defaults, as in KNeighborsClassifier(n_neighbors=...)
.
Hyper-parameters
n_neighbors = 5
weights = uniform
algorithm = auto
leaf_size = 30
p = 2
metric = minkowski
metric_params = nothing
n_jobs = nothing