Open Access

Table 7

Key driver analysis of the relative importance of galaxy properties for the NaI D EW.

Feature Relative importance Normalised relative importance (%)
All properties - R2 score = 0.36
Δα¯$\overline{\Delta\alpha}$ 0.079 30.7
SFR0LSFR$_0^L$ 0.043 16.8
T-type 0.034 13.2
AVL$A_V^L$ 0.032 12.5
tageL$t_{\mathrm{age}}^L$ 0.018 6.9
Local properties - R2 score = 0.24
Δα¯$\overline{\Delta\alpha}$ 0.081 40.4
AVL$A_V^L$ 0.043 21.4
SFR0LSFR$_0^L$ 0.039 19.4
tageL$t_{\mathrm{age}}^L$ 0.020 9.9
nL 0.009 4.2
Global properties - R2 score = 0.11
T-type 0.029 45.0
i(°) 0.018 27.3
AVG$A_V^G$ 0.004 6.8
SFR0GSFR$_0^G$ 0.004 6.2
ZG$Z_*^G$ 0.003 5.4

Notes. We show only the five most relevant environmental properties in predicting the NaI D EW for three cases: (a) all properties, (b) local properties and (c) global properties. Of the offset parameters, we only used the normalised offset as input.

Current usage metrics show cumulative count of Article Views (full-text article views including HTML views, PDF and ePub downloads, according to the available data) and Abstracts Views on Vision4Press platform.

Data correspond to usage on the plateform after 2015. The current usage metrics is available 48-96 hours after online publication and is updated daily on week days.

Initial download of the metrics may take a while.