Skip to main content

Advertisement

Table 4 The classification results 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 0.8716 0.5794 0.8716 0.5503 0.8716 0.5615
 SVM 0.8735 0.5780 0.8735 0.5546 0.8735 0.5640
 DT 0.9331 0.6159 0.9331 0.6149 0.9331 0.6154
 RF 0.8627 0.5685 0.8627 0.5462 0.8627 0.5551
Textual
 LR 0.8836 0.4372 0.8836 0.4189 0.8836 0.4262
 SVM 0.8895 0.4391 0.8895 0.4248 0.8895 0.4306
 DT 0.9475 0.5284 0.9475 0.5199 0.9475 0.5238
 RF 0.8618 0.4210 0.8618 0.4049 0.8618 0.4112
  1. For each task, the best results are bolded