Data structures, algorithms and tools for rough sets, machine learning and data mining, including algorithms for discernibility matrix, reducts, decision rules, classification (KNN, NeuralNet, AQ15, RoughSet, RIONIDA, SVM, C4.5, and many others), discretization (1R, EntropyMinimization, ChiMerge, MD), and tool for explainable and interactive ML.
machine-learning knn imbalanced-data rough-sets decision-reducts interactive-machine-learning explainable-ml discernibility-matrix
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Updated
Apr 19, 2025 - Java