HLearn.Models.Classifiers.Experimental.Boosting.FiniteBoost

Documentation

class FiniteBoostParams p where

Associated Types

type BaseModel p

Methods

getModelL :: p -> [BaseModel p]

numModels :: p -> Int

newtype FiniteBoost params

Constructors

FiniteBoost

Fields

weights :: Vector (Ring (BaseModel params))

Instances

(FiniteBoostParams params, HasRing (BaseModel params)) => Monoid (FiniteBoost params)

(ProbabilityClassifier (BaseModel params), HomTrainer (BaseModel params), FiniteBoostParams params, HasRing (BaseModel params), ~ * (Ring (BaseModel params)) (Probability (ResultDistribution (BaseModel params))), ~ * (Datapoint (ResultDistribution (BaseModel params))) (Label (Datapoint (BaseModel params))), PDF (ResultDistribution (BaseModel params))) => HomTrainer (FiniteBoost params)

(FiniteBoostParams params, HasRing (BaseModel params)) => HasRing (FiniteBoost params)

(FiniteBoostParams params, HasRing (BaseModel params)) => Group (FiniteBoost params)

(ProbabilityClassifier (BaseModel params), ~ * (Ring (BaseModel params)) (Ring (ResultDistribution (FiniteBoost params))), Module (ResultDistribution (FiniteBoost params)), FiniteBoostParams params) => ProbabilityClassifier (FiniteBoost params)