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Table 3 Detailed performance of various components in our best closed system (closed-3)

From: Recognition of protein/gene names from text using an ensemble of classifiers

Configuration P R F
SVM (individual) 75.1 70.2 72.7
DHMM1 (individual) 71.6 71.9 71.8
DHMM2 (individual) 70.1 74.3 72.1
Ensemble (majority voting) 75.9 77.0 76.4
Ensemble + Abbreviation Resolution 79.8 80.4 80.1
Ensemble + Name Refinement 78.6 79.1 78.8
Ensemble + Dictionary Matching 75.5 78.5 76.9
All (overall performance) 82.0 83.2 82.6