Hiercost: Improving large scale hierarchical classification with cost sensitive learning

A Charuvaka, H Rangwala - … PKDD 2015, Porto, Portugal, September 7-11 …, 2015 - Springer
Hierarchical Classification (HC) is an important problem with a wide range of application in
domains such as music genre classification, protein function classification and document …

Regularized Learning in Multiple Tasks with Relationships

A Charuvaka - 2015 - search.proquest.com
Supervised classification is a sub-task of machine learning where the goal is to infer a
classification function using labeled data. A vast amount of research has been conducted in …