Estimating the reliability of neural network classifications

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 1112 LNCS, Issue , 1996, Pages 54-58

  Hoekstra, Aarnoud ^a   Tholen, Servaes A ^a   Duin, Robert P W ^a  

^a DELFT UNIVERSITY OF TECHNOLOGY   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

NEAREST NEIGHBOR SEARCH; NEURAL NETWORKS; CHROMOSOMES;

CONFIDENCE ESTIMATION; CONFIDENCE VALUES; HUMAN CHROMOSOMES; NEURAL NETWORK CLASSIFICATION; NEURAL PATTERNS; OBJECT CLASSIFICATION; REAL-LIFE APPLICATIONS; TRAINED NEURAL NETWORKS;

CHROMOSOMES; ESTIMATION;

EID: 84902198441     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-61510-5_13     Document Type: Conference Paper

References (7)

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3. Duda, R.O. and Hart, P.E. Pattern classification and scene analysis. John Wiley and sons, 1973.
4. Dnin, R.P.W. Nearest neighbor interpolation for error estimation and classifier optimization. In Proceedings of the 8th SCIA tromsr 1993.
5. Fukanaga, K. Introduction to Statistical pattern recognition. Academic Press, 1990.
6. Houtepen, J.D.J. Chromosome banding profiles: How many samples are necessary for a neural network classifier ? Master's thesis, Delft University of Technology, October 1994.
7. Tholen, S.A. Confidence values for neural network classifications. Master's thesis, Delft University of Technology, April 1995.