genesis
发表于 2025-3-23 11:22:16
http://reply.papertrans.cn/71/7052/705129/705129_11.png
novelty
发表于 2025-3-23 13:58:25
http://image.papertrans.cn/o/image/705129.jpg
flammable
发表于 2025-3-23 22:01:42
https://doi.org/10.1007/978-3-319-54765-7Data mining; Outlier ensembles; Ensemble analysis; Bagging; Classification; Heterogeneous model combinati
流浪者
发表于 2025-3-24 00:57:02
Charu C. Aggarwal,Saket SatheProvides a comprehensive overview of the field including the theory of outlier ensembles and various techniques built around this theory.Offers numerous practical insights about the implementation of
Assemble
发表于 2025-3-24 04:46:52
http://reply.papertrans.cn/71/7052/705129/705129_15.png
键琴
发表于 2025-3-24 08:34:50
http://reply.papertrans.cn/71/7052/705129/705129_16.png
止痛药
发表于 2025-3-24 11:22:50
http://reply.papertrans.cn/71/7052/705129/705129_17.png
CBC471
发表于 2025-3-24 18:55:00
http://reply.papertrans.cn/71/7052/705129/705129_18.png
不再流行
发表于 2025-3-24 21:27:24
Model Combination Methods for Outlier Ensembles,bination methods. For example, the impact of the scheme of averaging is quite different from that of maximization in terms of the bias and variance of the result. Therefore, the choice of model combination has a crucial effect on the results of the ensemble.
Ovulation
发表于 2025-3-25 01:56:49
Which Outlier Detection Algorithm Should I Use?,ity. What is the impact of using generic ensemble methods on various base detectors? What is the impact of combining these ensemble methods into a higher-level combination? This chapter will discuss both these different ways of combining base detectors and also various ways in which one can squeeze the most out of ensemble methods.