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Table 34 F1-score obtained with the models using the paper data set

From: Celebrity profiling through linguistic analysis of digital social networks

 

Baseline

Baseline

Baseline

Classical

Neural network

Neural network

 

rand

uniform

mv

classifiers

with lexical features

with proposed features

Fame

0.341

0.099

0.285

0.650

0.750

0.744

Gender

0.344

0.266

0.278

0.880

0.887

0.804

Birth year

0.123

0.117

0.071

0.370

0.047

N/A

Occupation

0.125

0.152

0.121

0.570

0.684

0.398