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Table 4 The rank of linear regression and random forest of seven features

From: Ensemble learning for predicting ex vivo human placental barrier permeability

Feature

Coefficient of linear regression

Ranking by coefficient

Feature importance of random forest

Ranking by feature importance

Overall ranking

MLFER_BH

− 0.035

4

0.133

5

5

AATSC3v

− 0.039

3

0.159

3

2

AATSC2i

− 0.023

6

0.100

7

7

GATS1s

0.019

7

0.180

1

4

AATSC1c

0.045

2

0.170

2

1

MATS2i

0.072

1

0.101

6

3

GATS5m

− 0.029

5

0.157

4

5