Authors
Yann LeCun, Lawrence D Jackel, Léon Bottou, Corinna Cortes, John S Denker, Harris Drucker, Isabelle Guyon, Urs A Muller, Eduard Sackinger, Patrice Simard, Vladimir Vapnik
Publication date
1995/1
Journal
Neural networks: the statistical mechanics perspective
Volume
261
Issue
276
Pages
2
Description
This paper compares the performance of several classifier algorithms on a standard database of handwritten digits. We consider not only raw accuracy, but also training time, recognition time, and memory requirements. When available, we report measurements of the fraction of patterns that must be rejected so that the remaining patterns have misclassification rates less than a given threshold.
Total citations
Scholar articles
Y LeCun, LD Jackel, L Bottou, C Cortes, JS Denker… - Neural networks: the statistical mechanics perspective, 1995