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Table 4 Importance degree of each input on P. caerulea indirect shoot regeneration responses through sensitivity analysis

From: Prediction and optimization of indirect shoot regeneration of Passiflora caerulea using machine learning and optimization algorithms

Outcome

Item

Subset

Callus type

BAP

KIN

TDZ

PUT

IBA

Regeneration rate

VSR

Training

3.11

2.11

1.12

1.15

1.21

1.31

Testing

2.34

1.54

0.86

1.00

1.00

1.02

Rank

 

1

2

6

5

4

3

Shoot number

VSR

Training

4.97

1.94

1.49

1.37

1.20

1.25

Testing

2.41

0.90

0.88

0.86

0.78

0.83

Rank

 

1

2

3

4

6

5

Shoot length

VSR

Training

2.33

1.59

1.46

1.34

1.42

1.22

Testing

1.41

0.94

0.91

0.73

0.86

0.73

Rank

 

1

2

3

5

4

6

  1. BAP: 6-benzylaminopurine; IBA: indole-3-butyric acid; KIN: kinetin; PUT: putrescine; TDZ: thidiazuron; VSR: variable sensitivity ratio.