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F1 score of different ML algorithms on the ASTD test dataset.

F1 score of different ML algorithms on the ASTD test dataset.

<p>F1 score of different ML algorithms on the ASTD test dataset.</p>

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Bibliographic Details
Main Author: Abdelrahman Hamdy (22146220) (author)
Other Authors: Ayman Youssef (16537653) (author), Conor Ryan (5048645) (author)
Published: 2025
Subjects:
Sociology
Science Policy
Biological Sciences not elsewhere classified
Mathematical Sciences not elsewhere classified
Information Systems not elsewhere classified
around 164 million
also incorporate skip
vast data set
known data sets
word embedding models
data collection methods
paper provides arab2vec
div >< p
arabic twitter sources
arabic twitter users
arabic models
data pre
essential methods
nine models
existing models
words trained
vital tool
transforming words
subsequent attempts
source project
recognised words
particularly since
partially driven
nine versions
negative sampling
makes arab2vec
f1 score
constructed using
considered one
cleaning step
classification tasks
arab2vec </
approximately 186
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