Human Performance on the USPS Database
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We found that the human error rate in recognition of individual handwritten digits is 2.37%. This differs somewhat from two prior studies [1], [2].
[1] E. Sackinger,et al. Neural-Network and k-Nearest-neighbor Classifiers , 1991 .
[2] Hiroshi Sako,et al. Integrated segmentation and recognition of handwritten numerals: comparison of classification algorithms , 2002, Proceedings Eighth International Workshop on Frontiers in Handwriting Recognition.