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Table 10 First-hit (ff-fh, c-fh and dc-fh) for the R52 dataset

From: D-Confidence: an active learning strategy to reduce label disclosure complexity in the presence of imbalanced class distributions

Class

Freq

ff-fh

c-fh

dc-fh

1

239

1.0

24.0

1.0

2

5

78.5

115.6

64.7

3

3

230.3

118.6

178.7

4

2

98.7

167.4

107.8

5

6

239.0

173.7

110.6

6

11

7.5

80.0

10.0

7

4

15.9

123.6

19.1

8

3

130.0

173.3

102.9

9

7

240.2

128.8

136.0

10

2

153.2

118.0

99.5

11

40

14.6

12.4

20.0

12

2

209.9

158.5

166.4

13

435

2.5

25.2

4.0

14

2

219.0

152.2

150.4

15

3

192.8

214.1

123.9

16

7

113.7

91.9

107.8

17

9

33.1

92.7

46.3

18

5

24.9

96.7

16.8

19

2

93.1

140.0

104.7

20

3

411.8

206.7

184.9

21

2

273.2

143.6

154.5

22

2

588.6

188.9

202.8

23

30

76.0

28.9

63.4

24

4

341.9

171.7

171.1

25

4

253.9

196.2

224.0

26

2

459.6

313.1

256.4

27

5

282.8

130.0

150.7

28

2

294.7

216.3

144.5

29

2

422.5

175.5

198.7

30

3

68.5

213.3

85.2

31

2

111.7

206.0

126.7

32

2

248.3

233.7

167.0

33

30

53.0

39.7

49.7

34

15

67.6

44.6

99.0

35

4

187.8

271.6

219.6

36

2

58.2

153.2

84.1

37

3

45.7

137.6

44.8

38

3

66.6

159.3

52.1

39

2

101.2

226.0

106.9

40

2

90.4

144.3

75.5

41

5

67.6

68.7

62.9

42

3

206.6

159.1

144.8

43

4

43.4

153.4

36.7

44

14

72.7

103.8

76.6

45

3

86.5

179.7

123.9

46

12

3.2

68.6

6.6

47

2

45.9

148.5

51.1

48

3

101.9

160.8

76.1

49

35

39.4

36.4

72.9

50

3

219.0

175.6

108.7

51

3

482.2

146.1

183.5

52

2

302.7

258.8

196.5

Mean

 

159.10

143.58

107.16