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Table 7 Accuracies on the Twitter dataset

From: Expressive modeling for trusted big data analytics: techniques and applications in sentiment analysis

Language

Majority

SVM W.C.

SVM TF-IDF

Regr W.C.

Regr TF-IDF

RAE

RBEM-Emo

nl

50.4

53.1

54.9

53.1

53.1

53.1

56.7

en

42.5

46.0

42.5

45.1

42.5

31.0

47.2

de

34.9

46.8

47.7

40.4

46.8

44.0

53.2

all

42.7

48.7

48.4

46.3

47.5

42.7

52.4