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Table 4 The performance of the field linking step on the development set

From: A cascade of classifiers for extracting medication information from discharge summaries

Input

Precision

Recall

F-score

Gold standard

87.4

75.1

80.8

System

96.2

94.5

95.3

  1. Gold standard input: assuming perfect input from the field detection step; System input: using the actual output of the system’s field detection step.