Module Interfaces.Sigs.Eval.Trained

module Trained: sig .. end

Trained model - requires targets

type t

Type of trained models

val calc : Interfaces.Sigs.Eval.Model.t ->
       targets:Lacaml.D.vec -> t

calc model ~targets
Returns trained model given model and targets.

val calc_mean_coeffs : t -> Lacaml.D.vec

calc_mean_coeffs trained
Returns the vector of coefficients for computing posterior means.

val calc_log_evidence : t -> float

calc_log_evidence trained
Returns the log evidence for the trained model (includes contribution to log evidence by underlying model).

val get_model : t -> Interfaces.Sigs.Eval.Model.t

get_model trained
Returns the model associated with the trained model.

val get_targets : t -> Lacaml.D.vec

get_targets trained
Returns targets used for training trained.