Table 2 Predictive performance on hypertension dataset

Full feature set

MSE

248.06

214.68

299.03

261.52

205.67

217.34

209.43

199.76

203.50

(60.73)

(25.18)

(82.16)

(23.26)

(36.07)

(39.35)

(28.36)

(33.48)

(29.98)

EVS

0.26

0.29

0.08

0.10

0.33

0.30

0.32

0.36

0.34

(0.18)

(0.12)

(0.02)

(0.37)

(0.11)

(0.14)

(0.14)

(0.10)

(0.14)

MAE

10.91

11.29

11.66

12.41

11.40

11.65

10.43

10.20

10.77

(2.05)

(1.97)

(1.93)

(1.65)

(2.58)

(2.53)

(2.02)

(1.71)

(2.10)

Lab and demo

MSE

282.06

261.27

284.05

278.80

250.754

253.59

243.41

237.97

237.66

(39.58)

(20.56)

(58.15)

(18.88)

(26.01)

(33.79)

(31.87)

(33.59)

(34.09)

EVS

0.06

0.08

0.06

0.03

0.15

0.14

0.17

0.19

0.19

(0.17)

(0.25)

(0.01)

(0.22)

(0.11)

(0.11)

(0.10)

(0.09)

(0.10)

MAE

10.54

10.42

9.90

10.24

9.59

9.43

8.84

8.67

8.54

(2.38)

(0.95)

(1.24)

(1.78)

(1.26)

(0.94)

(1.96)

(2.05)

(2.01)