Tools, algorithms and data structures for rough sets and explainable machine learning, 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
Jan 19, 2025 - Java