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Ömer Karakoç published a study on 2026-05-13 evaluating 35 soft decision-making algorithms based on fuzzy parameterized fuzzy soft matrices. The research benchmarks these algorithms across ten datasets from the UCI Machine Learning Repository using metrics like accuracy, precision, recall, specificity, and F1-score. Statistical significance was confirmed using Friedman and Nemenyi tests.
File format is XLS (Excel). The data likely contains summarized benchmark results, not the raw UCI datasets.