First release of NoiseFiltersR. This version includes:
An extensive implementation and documentation of state-of-the-art and classical label noise preprocessing algorithms for classification problems.
A specific class for filtered datasets, as well as methods for printing and summarizing the related information.
Functionality to indicate the classification variable by means of a formula, as is common in most of R implementations.
A vignette that provides the user with a general overview of the package.