All functions

abalone

Abalone

bodyfat

Bodyfat

caretSlopeOwl()

Model objects for model tuning with caret

coef(<Owl>)

Obtain coefficients

deviance(<Owl>)

Model deviance

heart

Heart disease

owl()

Generalized linear models regularized with the SLOPE (OWL) norm

plot(<Owl>)

Plot coefficients

plot(<TrainedOwl>)

Plot results from cross-validation

plotDiagnostics()

Plot results from diagnostics collected during model fitting

predict(<Owl>) predict(<OwlGaussian>) predict(<OwlBinomial>) predict(<OwlPoisson>) predict(<OwlMultinomial>)

Generate predictions from owl models

print(<Owl>) print(<TrainedOwl>)

Print results from owl fit

score()

Compute one of several loss metrics on a new data set

student

Student performance

trainOwl()

Train a owl model

wine

Wine cultivars