Skip to main content

Table 4 Results of CRF model training and evaluation.

From: Using text mining techniques to extract phenotypic information from the PhenoCHF corpus

Evaluation data Training Data P R F
PhenoCHF Articles Discharge summaries 0.79 0.47 0.58
PhenoCHF Discharge summaries Articles 0.56 0.29 0.38
PhenoCHF (full) 5-fold cross validation 0.89 0.83 0.86
  1. Experiments were performed using different document types (P=precision, R=recall, F=F-score)