Parameters of effect size measures obtained for data set 4, Var0011 (means, standard deviations, SD and coefficients of variation, CV) and for data set 5.

The experiment was performed in 10 runs with different seeds and using randomly selected 100,…,10% of the original data obtained for samples < 100% by class-proportional random Monte-Carlo [26] resampling from the original data set. The calculations were performed using the “Impact” function of our R library ImpactEffectsize” (https://cran.r-project.org/package=ImpactEffectsize).and the “cohen.d” function of the R library “psych” (https://cran.r-project.org/package=psych [42]), respectively.

本实验共开展10次独立重复实验，每次均使用不同的随机种子。实验通过按类别比例的随机蒙特卡洛（Monte-Carlo）重采样（参考文献[26]）从原始数据集抽取样本，采样比例覆盖10%至100%的原始数据范围，且所有采样得到的样本量均小于全量原始数据。计算过程分别使用了自研R库`ImpactEffectsize`中的`Impact`函数（访问链接：https://cran.r-project.org/package=ImpactEffectsize），以及R库`psych`中的`cohen.d`函数（访问链接：https://cran.r-project.org/package=psych [42]）。