Dataset

Models

N

ntree

mtry

Total Accuracy

Sensitivity

Specificity

PMC

Zhang Cluster

Onnela Cluster

Barrat Cluster

Zhang Cluster Target

Onnela Cluster Target

Barrat Cluster Target

Zhang Cluster Non- Target

Onnela Cluster Non- Target

Barrat Cluster Non- Target

Breast Cancer

1

699

10

1

0.95

0.93

0.96

1.57%

0.60

0.56

0.72

0.67

0.63

0.77

0.46

0.42

0.63

2

699

10

3

0.96

0.94

0.97

1.14%

0.65

0.62

0.76

0.72

0.69

0.79

0.53

0.48

0.68

3

699

1000

1

0.97

0.98

0.97

0.57%

0.51

0.27

0.93

0.67

0.36

0.97

0.22

0.09

0.85

4

699

1000

3

0.97

0.96

0.97

0.86%

0.66

0.47

0.94

0.81

0.62

0.97

0.37

0.19

0.88

Medical Students

1

77

10

1

0.70

0.60

0.79

37.66%

0.32

0.31

0.47

0.33

0.33

0.50

0.30

0.28

0.45

2

77

10

3

0.67

0.62

0.71

33.77%

0.40

0.39

0.57

0.40

0.40

0.58

0.40

0.38

0.57

3

77

1000

1

0.70

0.63

0.76

16.88%

0.17

0.08

0.91

0.18

0.08

0.91

0.17

0.08

0.92

4

77

1000

3

0.74

0.66

0.81

16.88%

0.20

0.10

0.92

0.20

0.09

0.91

0.19

0.10

0.93