HLearn.Models.Classifiers.Experimental.Boosting.MonoidBoost

Documentation

data MonoidBoost k basemodel

Constructors

MonoidBoost

Fields

dataL :: Seq (Datapoint basemodel)

modelL :: Seq basemodel

weightL :: Seq (Ring basemodel)

boost_numdp :: Int

Instances

(Eq (Datapoint basemodel), Eq (Ring basemodel), Eq basemodel) => Eq (MonoidBoost k basemodel)

(Ord (Datapoint basemodel), Ord (Ring basemodel), Ord basemodel) => Ord (MonoidBoost k basemodel)

(Read (Datapoint basemodel), Read (Ring basemodel), Read basemodel) => Read (MonoidBoost k basemodel)

(Show (Datapoint basemodel), Show (Ring basemodel), Show basemodel) => Show (MonoidBoost k basemodel)

(HomTrainer basemodel, SingI Nat k) => Monoid (MonoidBoost k basemodel)

(SingI Nat k, HomTrainer basemodel) => HomTrainer (MonoidBoost k basemodel)

(PlottableDistribution basemodel, Fractional (Probability basemodel)) => PlottableDistribution (MonoidBoost k basemodel)

Probabilistic (MonoidBoost k basemodel)

(PDF basemodel, Fractional (Probability basemodel)) => PDF (MonoidBoost k basemodel)

(HomTrainer basemodel, Arbitrary (Datapoint basemodel), SingI Nat k) => Arbitrary (MonoidBoost k basemodel)

(ProbabilityClassifier basemodel, Monoid (ResultDistribution basemodel)) => ProbabilityClassifier (MonoidBoost k basemodel)

testassociativity :: IO ()

leave :: Int -> Seq a -> Seq a