Table 1 Statistical description of the input and target parameters.

From: Predictive modeling of CO2 solubility in piperazine aqueous solutions using boosting algorithms for carbon capture goals

 

Temperature (K)

PZ concentration (M)

CO2 partial pressure (kPa)

CO2 loading

(mol CO2 / mol PZ)

Mean

317.61

1.34

443.77

1.01

Median

313.15

0.80

28.01

0.95

Mode

328.00

0.20

0.92

0.98

SD

15.55

1.44

995.23

0.44

Kurtosis

1.14

1.37

17.44

2.48

Skewness

0.96

1.52

3.88

1.29

Minimum

298.00

0.10

0.03

0.16

Maximum

373.15

6.20

7399.00

2.96

Count

517

517

517

517

Variable status

Input

Input

Input

Target