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. 2022 Feb 24;10(2):e34492. doi: 10.2196/34492

Table 5.

Implementation time.

Model Time (seconds)

Having eating disorders or not Encouraging eating disorders or not Informative or not Scientific or not
Random forest 1.74 12.8 10.4 12.9
Recurrent neural network 152.1 163.1 151.5 153.7
Bidirectional long short-term memory 163.2 175.3 164.8 167.9
Bidirectional encoder representations from transformer–based 1257.4 1232.1 1292.7 1311.4
RoBERTa 1116.2 1158.8 1142.5 1192.8
DistilBERT 1343.3 1327.8 1332.0 1362.3
CamemBERT 1472.3 1457.5 1462.0 1493.4
ALBERT 1372.7 1352.3 1331.3 1392.5
FlauBERT 1203.9 1207.1 1202.1 1235.1
RobBERT 1234.4 1215.4 1319.7 1123.5