Table 9 Percentage improved by MT compared with RMT in MAPE.

From: A novel multi-target regression framework for time-series prediction of drug efficacy

RMT-MAPE-imp [a]

LR

PR

SVR

ANN

PLS

ber

4.82

12.16

31.44

2.10

9.94

pal

15.98

9.46

35.43

11.48

−43.39

evo

57.31

5.95

44.62

11.97

−216.28

rut

34.53

8.79

21.69

9.97

−54.19

pae

43.30

33.11

42.32

22.21

−16.00

  1. [a]RMT-MAPE-imp = (RMT_MAPE-MT_MAPE)/RMT_MAPE*100%.
Back to article page