BayesianLDA

BayesianLDA

A model type for constructing a Bayesian linear discriminant analysis, based on MLJScikitLearnInterface.jl, and implementing the MLJ model interface.

From MLJ, the type can be imported using

BayesianLDA = @load BayesianLDA pkg=MLJScikitLearnInterface

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

Hyper-parameters

• solver = svd
• shrinkage = nothing
• priors = nothing
• n_components = nothing
• store_covariance = false
• tol = 0.0001
• covariance_estimator = nothing