Machine Learning in Medicine - Cookbook Three by Ton J. Cleophas & Aeilko H. Zwinderman

Author:Ton J. Cleophas & Aeilko H. Zwinderman
Language: eng
Format: epub
Publisher: Springer International Publishing, Cham

11.3 Example

Eight operation room air condition settings were investigated, and the results are underneath.Operation setting

Humidity (30 % = 1, 60 % = 4)

Filter capacity (70 % = 1, 90 % = 3)

Air volume change (20 % = 1, 30 % = 3)

Number of infections

1

1

1

1

99

2

2

1

1

90

3

1

2

1

75

4

2

2

1

73

5

1

1

2

99

6

2

1

2

99

7

1

2

2

61

8

2

2

2

52

We will use multiple linear regression in SPSS with the number of infections as outcome and the three factors as predictors to identify the significant predictors.

First, the data file available as “evops” in http://​extras.​springer.​com is opened in SPSS.Command:

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