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Table 6 The classification results without family history on 15 types of selected 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 0.9024 0.6040 0.9024 0.5763 0.9024 0.5874
 SVM 0.9077 0.6055 0.9077 0.5831 0.9077 0.5924
 DT 0.9299 0.6131 0.9299 0.6129 0.9299 0.6130
 RF 0.8784 0.5849 0.8784 0.5559 0.8784 0.5671
Textual
 LR 0.9145 0.4560 0.9145 0.4410 0.9145 0.4472
 SVM 0.9227 0.5832 0.9227 0.4532 0.9227 0.4607
 DT 0.9452 0.4878 0.9452 0.4785 0.9452 0.4807
 RF 0.8830 0.4353 0.8830 0.4195 0.8830 0.4258
  1. For each task, the best results are bolded