LIME-based interpretation of BERT model predictions.

LIME-based interpretation of BERT model predictions.

<p>(A) Key features for classifying stage III vs. non-stage III. (B) Significant words and features for distinguishing grade B vs. non-grade B.</p>

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Bibliographic Details
Main Author: Nazila Ameli (12193214) (author)
Other Authors: Tahereh Firoozi (14062349) (author), Monica Gibson (20427738) (author), Hollis Lai (8313165) (author)
Published: 2024
Subjects:
Microbiology
Biotechnology
Science Policy
Space Science
Biological Sciences not elsewhere classified
Information Systems not elsewhere classified
university periodontal clinic
promising efficient review
patients &# 8217
facilitate early diagnosis
engineered algorithm coupled
xlink "> periodontitis
secondary data analysis
5 %, respectively
mlp model showed
advanced nlp techniques
trained bert model
mlp techniques
engineered model
timely interventions
study aims
reduced information
preventing complications
new dataset
information collected
groundbreaking application
dental charts
data preprocessing
context represents
bert ).
baseline feature
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Summary:<p>(A) Key features for classifying stage III vs. non-stage III. (B) Significant words and features for distinguishing grade B vs. non-grade B.</p>

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