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Table 3 Results obtained for one feature out of ten in the tree creation

From: Assessment of significance of features acquired from thyroid ultrasonograms in Hashimoto's disease

 

w

Tree typical

No

1

2

3

4

5

6

7

8

9

10

TP

FN

TN

FP

node

FDR

TPR

FPR

ACC

TNR

PPV

NPV

1

1

0

0

0

0

0

0

0

0

0

119

11

44

14

69

0.105

0.915

0.241

0.867

0.758

0.89

0.800

2

0

1

0

0

0

0

0

0

0

0

125

5

44

14

55

0.100

0.961

0.241

0.898

0.758

0.899

0.898

4

0

0

1

0

0

0

0

0

0

0

123

7

44

14

69

0.102

0.946

0.241

0.88

0.758

0.897

0.862

8

0

0

0

1

0

0

0

0

0

0

119

11

23

35

13

0.227

0.915

0.603

0.755

0.396

0.772

0.676

16

0

0

0

0

1

0

0

0

0

0

119

11

48

10

59

0.077

0.915

0.172

0.888

0.827

0.922

0.813

32

0

0

0

0

0

1

0

0

0

0

117

13

28

30

35

0.204

0.900

0.517

0.771

0.482

0.795

0.682

64

0

0

0

0

0

0

1

0

0

0

120

10

14

44

17

0.268

0.923

0.758

0.712

0.241

0.731

0.583

128

0

0

0

0

0

0

0

1

0

0

115

15

44

14

65

0.108

0.884

0.241

0.845

0.758

0.891

0.745

256

0

0

0

0

0

0

0

0

1

0

121

9

44

14

71

0.103

0.930

0.241

0.877

0.758

0.896

0.830

512

0

0

0

0

0

0

0

0

0

1

122

8

28

30

59

0.197

0.938

0.517

0.797

0.482

0.802

0.777