Table 2.

Classification model F1 score with archaea, bacteria and combined dataset

Temperature difference	Archaea		Bacteria		Archaea + bacteria
	Random	Phylogenetic distance	Random	Phylogenetic distance	Random	Phylogenetic distance
>0°C	0.845 ± 0.008	0.722 ± 0.013	0.716 ± 0.005	0.512 ± 0.025	0.737 ± 0.022	0.579 ± 0.053
>5°C	0.911 ± 0.006	0.786 ± 0.018	0.801 ± 0.003	0.529 ± 0.027	0.805 ± 0.025	0.612 ± 0.062
>10°C	0.944 ± 0.003	0.840 ± 0.015	0.825 ± 0.004	0.614 ± 0.033	0.879 ± 0.026	0.644 ± 0.072
>20°C	0.980 ± 0.003	0.925 ± 0.006	0.893 ± 0.005	0.688 ± 0.036	0.933 ± 0.025	0.669 ± 0.079
>30°C	0.994 ± 0.001	0.966 ± 0.005	0.934 ± 0.006	0.731 ± 0.039	0.961 ± 0.027	0.681 ± 0.087