2026-05-12T03:18:56Zhttps://riubu.ubu.es/oai/requestoai:riubu.ubu.es:10259/102882025-03-06T10:59:37Zcom_10259_4249com_10259_5086com_10259_2604col_10259_10287
Sánchez Pastor, Mª Sagrario
518
600
0000-0001-7337-4773
Valencia García, Olga
759
600
0000-0002-7105-7309
Ruiz Miguel, Santiago
501
600
0000-0002-6850-1077
Ortiz Fernández, Mª Cruz
406
600
0000-0002-4751-8929
Sarabia Peinador, Luis Antonio
534
600
0000-0002-5936-7929
2025-03-05T12:31:11Z
2025-03-05T12:31:11Z
2022-05-25
http://hdl.handle.net/10259/10288
El software es una función de MATLAB que calcula un indicador del rendimiento de un modelado de k clases
The dmcen.m function allows to compute the Diagonal Modified Confusion Entropy (DMCEN), which assess the performance of class-models jointly computed for k classes.
DMCEN is a versatile index regarding sensitivity (capability of each class-model to contain its own objects) and specificity (capability of the each class-model to reject foreign objects). DMCEN develops the idea that a classification model introduces an order in the objects of a dataset, capable of being measured by the decrease in entropy that it entails.
A detailed description of the algorithm and its properties for evaluating a k-class-model with respect to other indexes can be seen at:
O. Valencia M.C. Ortiz, M.S. Sánchez, L.A. Sarabia, A modified entropy-based performance criterion for class-modelling with multiple classes. Chemometrics and Intelligent Laboratory Systems 217 (2021) 104423. https://doi.org/10.1016/j.chemolab.2021.104423
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text/x-objcsrc
eng
Entropía
Modelado de clases
Indicador de rendimiento
Algoritmos computacionales
Computer algorithms
DMCEN a MATLAB function to evaluate the entropy improvement provided by a multivariate k-class-model
Software
info:eu-repo/semantics/acceptedVersion
info:eu-repo/semantics/openAccess
https://www.mathworks.com/matlabcentral/fileexchange/112175-dmcen
LICENSE
license.txt
license.txt
text/plain; charset=utf-8
1362
https://riubu.ubu.es/bitstream/10259/10288/3/license.txt
5d013bfa6e473ff0db22cd82a4d71a70
MD5
3
ORIGINAL
readme.txt
readme.txt
text/plain
2005
https://riubu.ubu.es/bitstream/10259/10288/1/readme.txt
0c59158a69ed76b8e5332ee7a9f4c256
MD5
1
dmcen.m
dmcen.m
application/octet-stream
1615
https://riubu.ubu.es/bitstream/10259/10288/2/dmcen.m
1ea1cafbe14999df16c46ba984d9082c
MD5
2
10259/10288
oai:riubu.ubu.es:10259/10288
2025-03-06 11:59:37.698
Repositorio Institucional de la Universidad de Burgos
bubrep@ubu.es
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