| HAL-Inria | Publications, software ... of Inria's scientists |
Conference papers
Ensemble Classifier for Solving Credit Scoring Problems
Abstract : 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.
Cited literature [16 references]
https://hal.inria.fr/hal-01365567
Contributor : Hal Ifip <>
Submitted on : Tuesday, September 13, 2016 - 3:19:56 PM
Last modification on : Tuesday, September 13, 2016 - 5:06:07 PM
Long-term archiving on: : Wednesday, December 14, 2016 - 3:04:30 PM
Contributor : Hal Ifip <>
Submitted on : Tuesday, September 13, 2016 - 3:19:56 PM
Last modification on : Tuesday, September 13, 2016 - 5:06:07 PM
Long-term archiving on: : Wednesday, December 14, 2016 - 3:04:30 PM
File
978-3-642-28255-3_7_Chapter.pd...
Files produced by the author(s)
Licence
Distributed under a Creative Commons Attribution 4.0 International License