基于Lightgbm和XGBoost的优化深度森林算法

谢军飞, 张海清, 李代伟, 于曦, 邓钧予

Optimized deep forest algorithm based on Lightgbm and XGBoost

Junfei Xie, Haiqing Zhang, Daiwei Li, Xi Yu, Junyu Deng

表1 实验使用的数据集

Table 1 Datasets used in experiments

数据集 样本数量 特征数 类别 Adult 48842 14 2 Dry_Bean 13611 17 7 Bank Marketing 45211 17 2 Winequality⁃red 1599 12 6 Winequality⁃white 4898 12 7 Chemical Engineering 188 8 4 EEE 348 8 4 Mechanical Engineering 161 8 4