[CTAKES-354] Improved Temporal Relation Models - Thanks Chen Lin

• Type: Improvement
• Status: Resolved
• Priority: Major
• Resolution: Fixed
• Affects Version/s: 3.2.1
• Fix Version/s: 3.2.2
• Component/s: ctakes-temporal
• Assignee: Unassigned
• Reporter: Pei Chen
• Created: 28/Apr/15 14:43
• Updated: 30/Apr/15 20:07
• Resolved: 30/Apr/15 20:07

Description

Check in the latest best forming models for ctakes-temporal models from the THYME project/data.
Latest performance:
DocTimeRel:
P R F1 #gold #system #correct
0.834 0.834 0.834 9817 9817 8192 OVERALL
0.827 0.752 0.788 1011 919 760 AFTER
0.852 0.857 0.855 3746 3766 3210 BEFORE
0.811 0.421 0.555 662 344 279 BEFORE/OVERLAP
0.824 0.897 0.858 4398 4788 3943 OVERLAP

Event-Time:
P R F1 #gold #system #correct
0.565 0.649 0.604 2303 2645 1494 OVERALL
0.271 0.216 0.241 74 59 16 BEFORE
0.583 0.104 0.177 67 12 7 BEGINS-ON
0.595 0.761 0.668 1873 2395 1426 CONTAINS
0.545 0.333 0.414 54 33 18 ENDS-ON
0.185 0.115 0.142 235 146 27 OVERLAP

Event-Event:
P R F1 #gold #system #correct
0.596 0.558 0.576 2561 2398 1429 OVERALL(CONTAINS only)