Title :
Outlier estimation and detection application to skin lesion classification
Author :
Sigurdsson, S. ; Larsen, J. ; Hansen, L.K. ; Philipsen, P.A. ; Wulf, H.C.
Author_Institution :
Informatics and Mathematical Modelling, Technical University of Denmark, Richard Petersens Plads, Building 321, DK-2800 Kongens Lyngby, Denmark
Abstract :
We extend MacKays Bayesian approach to neural classifiers to include an outlier detector mechanism. We show that the outlier detector can locate misclassified samples.
Keywords :
Accuracy; Argon;
Conference_Titel :
Acoustics, Speech, and Signal Processing (ICASSP), 2002 IEEE International Conference on
Conference_Location :
Orlando, FL, USA
Print_ISBN :
0-7803-7402-9
DOI :
10.1109/ICASSP.2002.5743975
