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Table 17 Stability: Top two by mean rank (mrnk) for three-way comparisons

From: Ada-WHIPS: explaining AdaBoost classification with applications in the health sciences

Data

1st

mrnk

2nd

mrnk

N

z

p.value

SAMME

Breast

Ada-WHIPS

1.48

Anchors

2.16

170

3.96

<0.0001**

Cardiotocography

Ada-WHIPS

1.48

Anchors

2.19

637

7.99

≈0**

Diabetic retinography

Ada-WHIPS

1.70

Anchors

1.84

344

1.18

0.1198

Cleveland heart

Ada-WHIPS

1.60

Anchors

1.70

90

0.42

0.3374

Mental health survey ’16

Anchors

1.87

LORE

2.00

429

1.14

0.1269

SAMME.R

Breast

Ada-WHIPS

1.38

Anchors

2.18

170

4.67

≈0**

Cardiotocography

Ada-WHIPS

1.49

LORE

2.10

637

6.80

≈0**

Diabetic retinography

Ada-WHIPS

1.64

Anchors

1.67

344

0.24

0.4050

Cleveland heart

Ada-WHIPS

1.49

Anchors

1.73

90

0.98

0.1638

Mental health survey ’16

Ada-WHIPS

1.44

LORE

2.18

429

6.45

≈0**