From its first proposal in english in 1921 to the present , a large number of papers on the gini index has been written and published 它從1921年在英文的文獻中出現(xiàn)到現(xiàn)在,許多學者寫作并發(fā)表了大量關于基尼系數(shù)的學術文獻。
When splitting nodes of tree , gini index is chosen as a splitting criterion and caim measure is used to transform continuous attributes into discrete ones 分裂指標采用了giniindex計算方法,確定分裂點時使用了caim算法對連續(xù)型屬性進行了離散化處理。
For the sake of further improving performance , this paper made some improvements to sliq . first , we use a new splitting index to evaluate the “ goodness ” of the alternative splits for attributes instead of gini index . secondly , we regard categorical attributes with only two possible values as numeric attributes when evaluate splits 為了進一步提高分類準確率和速度,論文對sliq算法作了一些改進:用新的屬性選擇度量代替gini索引,用處理連續(xù)值屬性的方法處理只有兩個可能值的分類屬性。
The aim of this survey paper is to help the reader to navigate through the major developments of the literature and to incorporate recent theoretical research results with a particular focus on different formulations and interpretations of the gini index , its social welfare implication , and source and subgroup decomposition 因此,這個綜述的主要目的是幫助讀者在比較短的時間里了解基尼系數(shù)研究的主要發(fā)展線索和理論成果,包括基尼系數(shù)的各種公式及其解釋,基尼系數(shù)的社會福利涵義,以及基尼系數(shù)的收入來源和收入群體的分解。