A Review, Framework and R toolkit for Exploring, Evaluating, and Comparing Visualizations

Stephen L. France, Ulas Akkucuk

This paper gives a review and synthesis of methods of evaluating dimensionality reduction techniques. Particular attention is paid to rank-order neighborhood evaluation metrics. A…