MNIST-OCR-ELM
所属分类：模式识别(视觉/语音等)
开发工具：matlab
文件大小：5KB
下载次数：9
上传日期：2019-11-12 21:40:06
上 传 者：
chinaitsms
说明： 多层极限学习机实现手写体识别，准确率超过99%
(handwriting recognition by multi-layers extreme learning machine, accuracy more than 99%)
文件列表:
MNIST-OCR-ELM\display_network.m (2647, 2014-01-04)
MNIST-OCR-ELM\loadMNISTImages.m (851, 2014-01-04)
MNIST-OCR-ELM\loadMNISTLabels.m (516, 2014-01-04)
MNIST-OCR-ELM\MELM_MNIST25.m (10483, 2014-01-04)
MNIST-OCR-ELM\procrustNew.m (859, 2014-01-04)
MNIST dataset from http://yann.lecun.com/exdb/mnist/
[TrainingTime, TestingTime, TrainingAccuracy, TestingAccuracy] = MELM_MNIST25(0, 0, 3, [700,15000], [1e-1,1e4,1e8],0.05, [0.7,1], [0.8,0.9])
Or
[TrainingTime, TestingTime, TrainingAccuracy, TestingAccuracy] = MELM_MNIST25(0, 0, 3, [700,15000], [1e-1,1e3,1e8],0.05, [0.7,6], [0.8,4])
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