Morphological marker | Phytochemical composition | r | R2 | Standardized beta coefficients | t value | P value |
---|---|---|---|---|---|---|
PH | Betulinic acid | 0.965a | 0.931 | 0.965 | 5.208 | 0.035 |
CanD | Total tannins content | 0.983a | 0.967 | 0.983 | 7.688 | 0.017 |
DMW | Total saponins content | 0.965a | 0.930 | 0.965 | 5.171 | 0.024 |
 | p-Cymene | 0.888b | 0.789 | 0.888 | 6.113 | 0.000 |
 | Ursolic acid | 0.936c | 0.876 | 0.721 | 5.387 | 0.000 |
 | Betulinic acid | 0.988d | 0.976 | 0.333 | 5.695 | 0.000 |
RL | 4,8-β-epoxy-Caryophyllene | 0.978a | 0.957 | 0.978 | 6.656 | 0.022 |
FSL | Total saponin content | 0.966a | 0.932 | − 0.966 | − 5.247 | 0.034 |
LLWR | Caryophyllene oxide | 0.983a | 0.966 | 0.983 | 7.590 | 0.017 |
LCo | α-Terpineol | 0.952a | 0.906 | 0.952 | 4.387 | 0.048 |
BolW | DPPH | 0.983a | 0.965 | 0.983 | 7.479 | 0.019 |
CaL | Total flavonoids content | 0.968a | 0.937 | − 0.968 | − 5.451 | 0.032 |
FSL | Carvacrol | 0.729a | 0.531 | 0.729 | 3.366 | 0.007 |
IntL | α-Terpineol | 0.931a | 0.866 | 0.558 | 4.262 | 0.002 |
BL | Oleanolic acid | 0.984a | 0.969 | − 1.031 | − 12.937 | 0.000 |
LL | Oleanolic acid | 0.620a | 0.384 | 0.620 | 2.496 | 0.028 |
NFI | 4,8-β-epoxy-Caryophyllene | 0.980a | 0.960 | 0.279 | 5.407 | 0.000 |
 | Betulinic acid | 0.994b | 0.988 | − 0.110 | − 2.708 | 0.000 |
 | α-Terpineol | 0.996c | 0.994 | − 0.416 | − 12.868 | 0.000 |
 | γ-Terpinene | 0.997d | 0.994 | 0.195 | 7.197 | 0.000 |
NIP | 4,8-β-epoxy-Caryophyllene | 0.531a | 0.282 | 0.531 | 2.657 | 0.016 |
 | Ursolic acid | 0.691b | 0.478 | − 0.691 | − 3.024 | 0.013 |
 | Betulinic acid | 0.944c | 0.891 | 0.944 | 9.051 | 0.000 |
 | Linalool | 0.960d | 0.921 | 0.818 | 7.653 | 0.000 |
 | γ-Terpinene | 0.979e | 0.959 | − 0.507 | − 6.549 | 0.000 |
 | p-Cymene | 0.982f | 0.964 | − 0.477 | − 6.594 | 0.000 |
 | Thymol | 0.997 g | 0.993 | − 0.659 | − 21.081 | 0.000 |