Table 4 Inferences for selected sample CBR records using a decision tree learned from CBREXPFIN variables.

From: Decision making on vestibular schwannoma treatment: predictions based on machine-learning analysis

ID

Koos

SRT

PTAVSSR8

PTAHSR8

PTADAR4

Real target

Nodes visited

Prediction

1

1

57

11.3

1.3

28.8

No

1, 3, 6, 9, 11, 12

No

2

1

30

4.7

0.2

5.0

Yes

1, 3, 6, 8

Yes

3

2

110

10.7

7.6

43.8

No

1, 3, 7

No

4

2

37

2.1

0.1

16.3

Yes

1, 2, 5

Yes

5

3

60

4.6

9.8

17.5

No

1, 3, 7

No

6

3

110

2.1

3.3

26.3

Yes

1, 2, 5

Yes

7

4

110

5.2

2.3

68.8

No

1, 3, 6, 9, 10

No

8

4

110

0

3.0

98.8

Yes

1, 2, 5

Yes