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Table 2 The reduction in the UMLS gold standard when Yetisgen-Yildiz and Pratt semantic type filtering is used

From: Is automatic detection of hidden knowledge an anomaly?

Train - Test - Eval Orig |GS| Y-P |GS|
2006 - 2010 - 2013 10,237 275
2007 - 2011 - 2014 8,851 486
2008 - 2012 - 2015 5,476 739
2009 - 2013 - 2016 9,040 235
2010 - 2014 - 2017 24,772 649