NEWS.md

In NoiseFiltersR: Label Noise Filters for Data Preprocessing in Classification

NoiseFiltersR 0.1.0

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.

NoiseFiltersR documentation built on May 2, 2019, 2:03 a.m.