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- W64675992 abstract "An analysis of the Separability of Split Value criterion in some particular applications has led to conclusions about possible improvements of the criterion. Here, the new formulation of the SSV criterion is presented and examined. The results obtained for 21 different benchmark datasets are presented and discussed in comparison with the most popular decision tree node splitting criteria like information gain and Gini index. Because the new SSV definition introduces a parameter, some empirical analysis of the new parameter is presented. The new criterion turned out to be very successful in decision tree induction processes." @default.
- W64675992 created "2016-06-24" @default.
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- W64675992 date "2011-01-01" @default.
- W64675992 modified "2023-10-17" @default.
- W64675992 title "Separability of Split Value Criterion with Weighted Separation Gains" @default.
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- W64675992 doi "https://doi.org/10.1007/978-3-642-23199-5_7" @default.
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