Line plots of performance metrics across TFIDF conditions.

Line plots of performance metrics across TFIDF conditions.

<p>Mean (y-axis) of recall, precision, and F1-score (as labelled) of all testers, for each clinicopathologic finding (key), across the four TFIDF conditions (x-axis) tested in a pilot test of the application, DEE, designed for extraction of necropsy data from the Wildbase Pathology Register.&l...

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Bibliographic Details
Main Author: Stefan Saverimuttu (20882325) (author)
Other Authors: Kate McInnes (7520158) (author), Kristin Warren (3339657) (author), Lian Yeap (21221659) (author), Stuart Hunter (2498485) (author), Brett Gartrell (6325817) (author), An Pas (12001965) (author), James Chatterton (20347204) (author), Bethany Jackson (3339660) (author)
Published: 2025
Subjects:
Ecology
Information Systems not elsewhere classified
wildlife necropsy data
wildbase pathology register
study evaluates part
score &# 8212
pilot study highlights
one health objectives
limited terminological variance
examine ), designed
driven misclassification patterns
consuming process poses
analysed alongside tester
63 &# 8211
terminological variance may
efficiently derive insights
text clinical data
search term selection
efficient data retrieval
four clinicopathologic findings
highest performance scores
scores across
knowledge retrieval
extracting insights
efficient utilisation
clinicopathologic finding
tested findings
findings reveal
findings characterized
xlink ">
valuable resources
results highlight
relatively simple
rapid analysis
principals underlying
mining approaches
mining application
may describe
manual review
external oiling
diphtheritic stomatitis
broader implementation
bespoke text
based text
automatically capture
application testers
advancing conservation
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