An evaluation framework for dimensionality reduction through sectional curvature

Raúl Lara-Cabrera, Ángel González-Prieto, Diego Pérez-López +2

Unsupervised machine learning lacks ground truth by definition. This poses a major difficulty when designing metrics to evaluate the performance of such algorithms. In sharp contra…