3 projects
NBCS
Python package that implements an adaptive classification and regression system using simplicial complexes. The package provides a novel approach to handling both binary and multi-class classification problems, as well as regression tasks, by adaptively creating a simplicial decomposition of the feature space.
SVMargin
A package for cost-sensitive multiclass classification that increases the sensitivity of important classes by shifting the decision boundary between them according to a prioritization vector.
SVMmargin
A package for cost-sensitive multiclass classification that increases the sensitivity of important classes by shifting the decision boundary between them according to a prioritization vector.
