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Table 4 The event extraction results on colon cancer. 5 different methods are utilized by us, all the results are shown in Par1; the Part 2 shows the result of the previously best system

From: A system for automatically extracting clinical events with temporal information

 

Method

P

R

F1

Part 1

SVM

0.860

0.843

0.851

CRF

0.896

0.874

0.885

RNN

0.893

0.897

0.893

RNN-att

0.903

0.899

0.901

ARNN

0.922

0.908

0.915

Part 2

BluLab: run 1–3

0.887

0.864

0.875

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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