针对秩序多项特征变量的一种改进随机森林算法
周晓霞， 张治飞， 杨赫 - 重庆理工大学学报(自然科学), 2022 - clgzk.qks.cqut.edu.cn
针对含秩序多项特征变量的二分类问题, 利用互信息的刀切估计(JMI) 先对特征变量进行排序和
筛选, 结合秩序多项特征变量的伪项识别及融合方法, 为随机森林提出一种新的可有效处理含 …
筛选, 结合秩序多项特征变量的伪项识别及融合方法, 为随机森林提出一种新的可有效处理含 …
Weighted volume under the three-way receiver operating characteristic surface
L Huang, J Li - Statistical methods in medical research, 2019 - journals.sagepub.com
It is often necessary to differentiate subjects from multiple categories using medical tests. We
may then adopt statistical measures to characterize the performance of these tests. The …
may then adopt statistical measures to characterize the performance of these tests. The …
Variable selection for ordered categorical data in regression analysis: Information criteria vs. lasso
M Fukushige - Research in Statistics, 2024 - Taylor & Francis
Variable selection in regression analysis with ordered categorical variables can be
simplified by integrating some categories and introducing transformed dummy variables …
simplified by integrating some categories and introducing transformed dummy variables …
High‐dimensional regression with ordered multiple categorical predictors
L Huang, W Hang, Y Chao - Statistics in Medicine, 2020 - Wiley Online Library
Models for the ordered multiple categorical (OMC) response variable have already been
extensively established and widely applied, but few studies have investigated linear …
extensively established and widely applied, but few studies have investigated linear …
A penalized estimation for the Cox model with ordinal multinomial covariates
C Yue, M Xuejun, L Yaguang, H Lei - Journal of Statistical …, 2022 - Taylor & Francis
Models dealing with ordinal multinomial (OM) variables have drawn much attention in
regression analysis. Studies on the ordinal response variable have been solidly established …
regression analysis. Studies on the ordinal response variable have been solidly established …
Development of 3D hollow woven fabrics with superior mechanical properties by using nitinol and steel wire core hybrid yarns
In this study, nitinol and steel wire core hybrid yarns were produced from wires having two
different diameters and used as warp yarns to weave 3D woven fabrics in two different fabric …
different diameters and used as warp yarns to weave 3D woven fabrics in two different fabric …