IPbag                   Predicting outcomes using non-parametric
                        Inverse-Probability bagging
costing                 Predicting outcomes using Costing.
genSample               Generate synthetic observations using
                        inverse-probability weights
ipOversampling          Plain replication of each observation by
                        inverse-probability weights
rejSamp                 Rejection Sampling is a method used in sambia's
                        function 'costing' (Krautenbacher et al, 2017).
smoteMod                smoteMod is a modified version of the
                        'synthetic minority oversampling technique to
                        generate new data.
smoteNew                smoteNew is a necessary function that modifies
                        the SMOTE algorithm.
synthIPbag              Train a classifier via synthetic observations
                        using inverse-probability weights
