ResearchBenchmarksDimensionality Reduction on mfeat factorsFollow91.5kNN AccuracyDiRe89.21289.80690.490.994Apr 28, 2026Evaluation ResultsMethodMethodLinkskNN AccuracyTopology ErrorUMAP Dominance CountDiReSelection Criterion=be...Selection Criterion=best kNN accuracy, Optimization=NSGA-II Pareto search2026.0491.573DiReSelection Criterion=be...Selection Criterion=best topology error (TE), Optimization=NSGA-II Pareto search2026.0490.703cuML UMAPHyperparameters=defaul...Hyperparameters=default (k = 16)2026.0489.35—