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Table 7 Results using TF-IDF

From: Emotion analysis of Arabic tweets using deep learning approach

TF-IDF

Light Stemming

ISRI Stemming

Snowball Stemming

NB

0.45

0.45

0.46

SVM

0.24

0.23

0.23

MLP

0.31

0.35

0.36

  1. The italic values indicate the highest accuracy (best one)