A cost sensitive decision tree algorithm based on weighted class distribution with batch deleting attribute mechanism
作者： Hong Zhao , Xiangju Li
DOI: 10.1016/J.INS.2016.09.054
关键词:
摘要: … each node in the SMK-CAN-187 data set, which contains 19,993 condition attributes. … deleted in selecting the root nodes for the SMK-CAN-187 data set, and the decision tree contains …
sci-hub.se 参考文章(51)
Steven W. Norton, Generating better decision trees international joint conference on artificial intelligence. pp. 800- 805 ,(1989)
Yiyu Yao, A partition model of granular computing Lecture Notes in Computer Science. ,vol. 1, pp. 232- 253 ,(2004) , 10.1007/978-3-540-27794-1_11
Alberto Freitas, Altamiro Costa-Pereira, Pavel Brazdil, Cost-sensitive decision trees applied to medical data data warehousing and knowledge discovery. pp. 303- 312 ,(2007) , 10.1007/978-3-540-74553-2_28
Raul Mendez, Laura E. Hake, Thorkell Andresson, Laurie E. Littlepage, Joan V. Ruderman, Joel D. Richter, Phosphorylation of CPE binding factor by Eg2 regulates translation of c-mos mRNA. Nature. ,vol. 404, pp. 302- 307 ,(2000) , 10.1038/35005126
H.S. Cekirge, I. Saatci, A New Aneurysm Occlusion Classification after the Impact of Flow Modification American Journal of Neuroradiology. ,vol. 37, pp. 19- 24 ,(2016) , 10.3174/AJNR.A4489
Peter D. Turney, Types of cost in inductive concept learning arXiv: Learning. ,(2000)
Yen-Liang Chen, Chia-Chi Wu, Kwei Tang, Building a cost-constrained decision tree with multiple condition attributes Information Sciences. ,vol. 179, pp. 967- 979 ,(2009) , 10.1016/J.INS.2008.11.032
Jesús Bobadilla, Fernando Ortega, Antonio Hernando, Guillermo Glez-de-Rivera, A similarity metric designed to speed up, using hardware, the recommender systems k -nearest neighbors algorithm Knowledge Based Systems. ,vol. 51, pp. 27- 34 ,(2013) , 10.1016/J.KNOSYS.2013.06.010
Melanie Po-Leen Ooi, Hong Kuan Sok, Ye Chow Kuang, Serge Demidenko, Chris Chan, Defect cluster recognition system for fabricated semiconductor wafers Engineering Applications of Artificial Intelligence. ,vol. 26, pp. 1029- 1043 ,(2013) , 10.1016/J.ENGAPPAI.2012.03.016
Witold Pedrycz, Rami Al-Hmouz, Abdullah Saeed Balamash, Ali Morfeq, None, Hierarchical Granular Clustering: An Emergence of Information Granules of Higher Type and Higher Order IEEE Transactions on Fuzzy Systems. ,vol. 23, pp. 2270- 2283 ,(2015) , 10.1109/TFUZZ.2015.2417896