Methods of Classification Error Decompositions and their Properties

• Authors: Rozmus, Dorota

Title variants

EN

Analiza własności metod dekompozycji błędu klasyfikacji

Abstracts

EN

The idea of error decomposition originates in regression where squared loss function is applied. More recently, several authors have proposed corresponding decompositions for classification problem, where 0-1 loss is used. The paper presents the analysis of some properties of recently developed decompositions for 0-1 loss.

Keywords

EN

classification error; prediction error; error decomposition

• Publisher: Uniwersytet Łódzki. Wydawnictwo Uniwersytetu Łódzkiego
• Journal: Acta Universitatis Lodziensis. Folia Oeconomica
• Year: 2007
• Volume: 206

Dates

published

2007

Contributors

author

Rozmus, Dorota

other

Karol Adamiecki University оf Economics, Katowice, Departament of Statistics

Identifiers

URI

http://hdl.handle.net/11089/16842