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- MNIST_database abstract "The MNIST database (Mixed National Institute of Standards and Technology database) is a large database of handwritten digits that is commonly used for training various image processing systems. The database is also widely used for training and testing in the field of machine learning. It was created by \"re-mixing\" the samples from NIST's original datasets. The creators felt that since NIST's training dataset was taken from American Census Bureau employees, while the testing dataset was taken from American high school students, NIST's complete dataset was too hard. Furthermore, the black and white images from NIST were normalized to fit into a 20x20 pixel bounding box and anti-aliased, which introduced grayscale levels.The MNIST database contains 60,000 training images and 10,000 testing images. Half of the training set and half of the test set were taken from NIST's training dataset, while the other half of the training set and the other half of the test set were taken from NIST's testing dataset.There have been a number of scientific papers on attempts to achieve the lowest error rate; one paper, using a hierarchical system of convolutional neural networks, manages to get an error rate on the MNIST database of 0.23 percent. The original creators of the database keep a list of some of the methods tested on it. In their original paper, they use a support vector machine to get an error rate of 0.8 percent.".
- MNIST_database wikiPageExternalLink mnist.
- MNIST_database wikiPageExternalLink neuralNet.html.
- MNIST_database wikiPageExternalLink IDSIA-04-12.pdf.
- MNIST_database wikiPageID "40267442".
- MNIST_database wikiPageLength "11816".
- MNIST_database wikiPageOutDegree "41".
- MNIST_database wikiPageRevisionID "703783063".
- MNIST_database wikiPageWikiLink Academic_publishing.
- MNIST_database wikiPageWikiLink Affine_transformation.
- MNIST_database wikiPageWikiLink Americans.
- MNIST_database wikiPageWikiLink Anti-aliasing.
- MNIST_database wikiPageWikiLink Artificial_neural_network.
- MNIST_database wikiPageWikiLink Caltech_101.
- MNIST_database wikiPageWikiLink Category:Artificial_intelligence.
- MNIST_database wikiPageWikiLink Category:Datasets_in_computer_vision.
- MNIST_database wikiPageWikiLink Comparison_of_datasets_in_machine_learning.
- MNIST_database wikiPageWikiLink Computer_performance.
- MNIST_database wikiPageWikiLink Conference_on_Computer_Vision_and_Pattern_Recognition.
- MNIST_database wikiPageWikiLink Convolutional_neural_network.
- MNIST_database wikiPageWikiLink Database.
- MNIST_database wikiPageWikiLink Deformation_(engineering).
- MNIST_database wikiPageWikiLink Gradient_boosting.
- MNIST_database wikiPageWikiLink Haar-like_features.
- MNIST_database wikiPageWikiLink High_school.
- MNIST_database wikiPageWikiLink Image_processing.
- MNIST_database wikiPageWikiLink Institute_of_Electrical_and_Electronics_Engineers.
- MNIST_database wikiPageWikiLink K-nearest_neighbors_algorithm.
- MNIST_database wikiPageWikiLink LabelMe.
- MNIST_database wikiPageWikiLink Linear_classifier.
- MNIST_database wikiPageWikiLink Linear_discriminant_analysis.
- MNIST_database wikiPageWikiLink Machine_learning.
- MNIST_database wikiPageWikiLink National_Institute_of_Standards_and_Technology.
- MNIST_database wikiPageWikiLink Normalization_(image_processing).
- MNIST_database wikiPageWikiLink Preprocessor.
- MNIST_database wikiPageWikiLink Support_vector_machine.
- MNIST_database wikiPageWikiLink Test_set.
- MNIST_database wikiPageWikiLink United_States_Census_Bureau.
- MNIST_database wikiPageWikiLinkText "MNIST database".
- MNIST_database wikiPageWikiLinkText "MNIST handwritten digits problem".
- MNIST_database wikiPageWikiLinkText "MNIST".
- MNIST_database wikiPageWikiLinkText "handwritten digits".
- MNIST_database wikiPageUsesTemplate Template:Cite_journal.
- MNIST_database wikiPageUsesTemplate Template:Okay.
- MNIST_database wikiPageUsesTemplate Template:Reflist.
- MNIST_database subject Category:Artificial_intelligence.
- MNIST_database subject Category:Datasets_in_computer_vision.
- MNIST_database hypernym Database.
- MNIST_database type BiologicalDatabase.
- MNIST_database comment "The MNIST database (Mixed National Institute of Standards and Technology database) is a large database of handwritten digits that is commonly used for training various image processing systems. The database is also widely used for training and testing in the field of machine learning. It was created by \"re-mixing\" the samples from NIST's original datasets.".
- MNIST_database label "MNIST database".
- MNIST_database sameAs Q17069496.
- MNIST_database sameAs m.0wywkd4.
- MNIST_database sameAs Q17069496.
- MNIST_database wasDerivedFrom MNIST_database?oldid=703783063.
- MNIST_database isPrimaryTopicOf MNIST_database.