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Creating ensembles of oblique decision trees with evolutionary algorithms and sampling
Creating ensembles of oblique decision trees with evolutionary algorithms and sampling
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机译:用进化算法和采样创建倾斜决策树的合奏
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摘要
A decision tree system that is part of a parallel object-oriented pattern recognition system, which in turn is part of an object oriented data mining system. A decision tree process includes the step of reading the data. If necessary, the data is sorted. A potential split of the data is evaluated according to some criterion. An initial split of the data is determined. The final split of the data is determined using evolutionary algorithms and statistical sampling techniques. The data is split. Multiple decision trees are combined in ensembles.
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