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Table 9 The classification results for major classes without family history related CUIs

From: Developing a portable natural language processing based phenotyping system

  P-Micro P-Macro R-Micro R-Macro F-Micro F-Macro
Intuitive
 LR 0.8723 0.6473 0.8723 0.5741 0.8723 0.5970
 SVM 0.8732 0.6448 0.8732 0.5780 0.8732 0.5989
 DT 0.9339 0.6829 0.9339 0.6392 0.9339 0.6509
 RF 0.8559 0.6317 0.8559 0.5623 0.8559 0.5838
Textual
 LR 0.8886 0.7854 0.8886 0.7083 0.8886 0.7398
 SVM 0.8938 0.7865 0.8938 0.7139 0.8938 0.7439
 DT 0.9546 0.8164 0.9546 0.7640 0.9546 0.7855
 RF 0.8640 0.7665 0.8640 0.6934 0.8640 0.7233
  1. For each task, the best results are bolded. The underlined results can achieve the top 10 results reported in [20]