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Bad Brains is the selftitled debut studio album recorded by American hardcore punk/reggae band Bad Brains Recorded in 1981 and released on (then) cassetteonly label ROIR on February 5 1982 many fans refer to it as “The Yellow Tape” because of its yellow packaging.
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It turns out that bad labels are a huge problem in many popular benchmark datasets To get an impression of the scale of the issue just go to labelerrorscom It’s an impressive project that shows problems with many popular datasets CIFAR MNIST Amazon Reviews IMDB Quickdraw and Newsgroups just to name a few.
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The site hosts many examples of bad labels in very popular benchmark datasets These datasets include MNIST Amazon Reviews IMDB Reviews QuickDraw and CIFAR The website is part of a research paper titled “Pervasive Label Errors in Test Sets Destabilize Machine Learning Benchmarks” You can read the paper on arxiv One of the main points of the main paper is that.
