Skip to main content

Table 1 F-score, semantic score and processing time for different methods with k =20

From: USI: a fast and accurate approach for conceptual document annotation

Method F-score Semantic score Processing time (s)
PMRA* + MetaMap + Clustering (MTI) [12] 0.398 0.68 N/A
PMRA* + LTR [18] 0.467 0.768 0.169
PMRA* + algorithm implemented in Equation 5 0.474 0.785 0.791
PMRA* + USI 0.474 0.785 0.015
PMRA* + USI_filter 0.521 0.776 0.003
PMRA* + USI + map 0.509 0.807 0.014
PMRA* + USI_filter + map 0.546 0.802 0.004
  1. Note that PMRA* is never taken into account for the processing time since it has already been computed in the benchmark dataset. USI running times were measured on a 2.7Ghz microprocessor and 16Go of RAM Linux machine, whereas LTR running times, kindly provided by Huang et al., were measured on a somewhat comparable configuration but on a different machine.