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Table 15 Mean rank table for datasets of reviews

From: SentiBench - a benchmark comparison of state-of-the-practice sentiment analysis methods

3-classes

2-classes

Pos

Method

Mean Rank

Pos

Method

Mean Rank

Coverage (%)

1

-

-

1

Sentiment140

3.33

21.82

2

-

-

2

SenticNet

4.00

87.05

3

-

-

3

Semantria

4.33

66.04

4

-

-

4

SO-CAL

4.33

83.20

5

-

-

5

Opinion Lexicon

4.67

74.14

6

-

-

6

SentiStrength

5.00 (5.00)

24.56 (24.56)

7

-

-

7

Stanford DM

5.33

87.89

8

-

-

8

AFINN

8.67

69.77

9

-

-

9

VADER

9.67 (11.00)

79.39 (82.70)

10

-

-

10

Pattern.en

10.33

63.70

11

-

-

11

PANAS-t

11.00

2.80

12

-

-

12

Umigon

11.33

53.90

13

-

-

13

Emolex

13.33

69.47

14

-

-

14

LIWC15

13.67

62.90

15

-

-

15

USent

15.67

56.85

16

-

-

16

SentiWordNet

15.67

59.73

17

-

-

17

Sentiment140_L

16.00

91.71

18

-

-

18

NRC Hashtag

16.33

91.64

19

-

-

19

Opinion Finder

19.33

49.73

20

-

-

20

LIWC

20.00

62.75

21

-

-

21

SASA

20.33

61.22

22

-

-

22

ANEW_SUB

21.33

96.05

23

-

-

23

Emoticons DS

23.00

99.71

24

-

-

24

Emoticons

23.33

0.04