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Classify the MNIST data by LIBSVM in Matlab.
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Classify the MNIST data by linear SVM in Matlab. Copyright (C) 2017 Jing Wang The classification accuracy (93.98%) is terribly low compared to deep learning methods. However, it is a start. https://www.tensorflow.org/get_started/mnist/beginners Download dataset and toolboxes: MNIST data: http://yann.lecun.com/exdb/mnist/ mnistHelper: http://ufldl.stanford.edu/wiki/index.php/Using_the_MNIST_Dataset LIBSVM: https://github.com/cjlin1/libsvm C++ compiler: type "mex -setup c++" to see if it exists Software versions: Matlab R2015b, released on September 3, 2015 C++ compiler, Microsoft Windows SDK 7.1 (C++) & Microsoft Visual C++ 2012 LIBSVM 3.22, updated on 22 Dec 2016 The MNIST data, revised on 18 Nov 1996 & 26 Jan 1998 MnistHelper, updated on 28 Apr 2011 Usage: Run classify_MNIST.m 2017-3-15 09:36:34
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