Measurement of data complexity for classification problems with unbalanced data

Statistical Analysis and Data Mining

Geoff Jones¹  Siva Ganesh¹  Nafees Anwar¹ 

[1] Institute of Fundamental Sciences (Statistics) Massey University Private Bag 11222, Palmerston North Manawatu 4412 New Zealand

关键词: class imbalance;    complexity measurement;    nearest neighbors;    Bayes error;   

DOI  :  10.1002/sam.11228

学科分类：社会科学、人文和艺术（综合）

来源: John Wiley & Sons, Inc.

【 授权许可】

Unknown