Towards Convergence Rate Analysis of Random Forests for ClassificationWei GaoZhi-Hua ZhouNeural Information Processing Systems
Generate random deviates from the negative multinomial distributionYiwen ZhangHua Zhou
This kind of coherent random laser can be applied in optical fluid lasers and photonic devices.doi:10.1016/j.photonics.2017.12.002Hua Zhang aHong Zhang aChao Yang aJiangyun Dai aJiajia Yin aHongyan Xue aGuoying Feng aShouhuan Zhou a bPhotonics and Nanostructures - Fundamentals and Applications...
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[9] Liu Ning, Guo Zhichuan, Luo Boming. Probabilistic analysis and reliability assessment for foundation settlement[J]. Chinese Journal of Geotechnical Engineering, 2000, 22(2): 143-150. [10] Xu Jianping, Hu Houtian. Application of perturbation stochastic finite element method in the reliabilit...
Li-min WangJia-xu ChenMin FanXin ZhaoHua-ting CuiMei-jing QouShao-xian WangXiao-hong LiYou-ming JiangLi-qian ZhouIEEEBioinformatics and BiomedicineWang L,Chen J,Fan M, et al.Application of random forest data mining method to the fea-ture selection for female sub-health state. 2010IEEE ...
random forestsrisk controlvariable importanceStatistical methods generating individualized treatment rules (ITRs) often focus on maximizing expected benefit, but these rules may expose patients to excess risk. For instance, aggressive treatment of type 2 diabetes (T2D) with insulin therapies may result in...
A method of performing image retrieval includes training a random forest RF classifier based on low-level features of training images and a high-level feature, using similarity values generated by the RF classifier to determine a subset of the training images that are most similar to one another...
ITR forest and tree methods are implemented using statistical software R (https://github.com/kdoub5ha/ITR.Forest) . Supplementary materials for this article are available online.Doubleday, KevinUniv ArizonaZhou, HuaUniv Calif Los AngelesFu, HaodaZhou, Jin...
ROCs and precision-recall curves for Naïve Bayes (green) and random forest (red) with full and selected features.DongSheng CaoYiZeng LiangZhe DengQianNan HuMin HeQingSong XuGuangHua ZhouLiuXia ZhangZixin DengShao Liu