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Combining Fuzzy Partitioning and Incremental Methods to Construct a Scalable Decision Tree on Large Datasets.
Somayeh Lotfi
Mohammad Ghasemzadeh
Mehran Mohsenzadeh
Mitra Mirzarezaee
Published in:
Int. J. Uncertain. Fuzziness Knowl. Based Syst. (2023)
Keyphrases
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decision trees
benchmark datasets
significant improvement
benchmark data sets
synthetic and real datasets
competing methods
preprocessing
uci machine learning repository
machine learning
evolutionary algorithm
computational cost
membership functions
classification models