Variable

code

Percent contribution

Permutation importance

Use only this factor

Use without this factor

Training gain

Test gain

AUC

Training gain

Test gain

AUC

Bio1

2.00

3.10

1.24

1.26

0.89

2.13

2.03

0.95

Bio2

8.70

5.30

1.49

1.48

0.91

2.13

2.02

0.95

Bio3

0.90

1.70

0.13

0.12

0.65

2.13

2.02

0.95

Bio4

1.90

4.20

0.91

0.91

0.83

2.13

2.02

0.95

Bio5

2.60

5.20

0.55

0.58

0.79

2.13

2.02

0.95

Bio6

1.70

6.30

1.47

1.47

0.89

2.13

2.02

0.95

Bio7

4.00

0.30

1.21

1.23

0.88

2.13

2.01

0.95

Bio8

0.20

2.60

0.33

0.29

0.70

2.13

2.02

0.95

Bio9

1.10

4.60

1.48

1.49

0.91

2.13

2.02

0.95

Bio10

2.00

2.20

0.70

0.71

0.81

2.13

2.02

0.95

Bio11

0.60

2.90

1.39

1.39

0.90

2.13

2.02

0.95

Bio12

24.70

10.70

1.76

1.76

0.93

2.13

2.02

0.95

Bio13

0.40

0.20

1.45

1.43

0.91

2.13

2.03

0.95

Bio14

15.00

3.10

1.92

1.94

0.95

2.13

2.02

0.95

Bio15

1.70

5.60

1.13

1.17

0.88

2.13

2.02

0.95

Bio16

0.50

0.50

1.50

1.50

0.92

2.13

2.02

0.95

Bio17

0.30

0.70

1.88

1.89

0.94

2.13

2.02

0.95

Bio18

0.30

0.40

1.28

1.26

0.89

2.13

2.02

0.95

Bio19

32.20

40.60

1.92

1.93

0.94

2.12

2.02

0.95