Ensemble Classifier for Solving Credit Scoring Problems - Inria - Institut national de recherche en sciences et technologies du numérique Access content directly
Conference Papers Year : 2012

Ensemble Classifier for Solving Credit Scoring Problems


The goal of this paper is to propose an ensemble classification method for the credit assignment problem. The idea of the proposed method is based on switching class labels techniques. An application of such techniques allows solving two typical data mining problems: a predicament of imbalanced dataset, and an issue of asymmetric cost matrix. The performance of the proposed solution is evaluated on German Credits dataset.
Fichier principal
Vignette du fichier
978-3-642-28255-3_7_Chapter.pdf (4 Ko) Télécharger le fichier
Origin : Files produced by the author(s)

Dates and versions

hal-01365567 , version 1 (13-09-2016)





Maciej Zięba, Jerzy Świątek. Ensemble Classifier for Solving Credit Scoring Problems. 3rd Doctoral Conference on Computing, Electrical and Industrial Systems (DoCEIS), Feb 2012, Costa de Caparica, Portugal. pp.59-66, ⟨10.1007/978-3-642-28255-3_7⟩. ⟨hal-01365567⟩
437 View
161 Download



Gmail Facebook X LinkedIn More