Breaking the degeneracy in stellar spectral classification from single wide-band images

Open Access

Table D.1

F1-score for each classification model, for each individual class.

Model	Stellar type

	O5	B0	B5	A0	A5	F0	F5	G0	G5	K0	K5	M0	M5
PCA+MLP	0.07	0.42	0.3	0.29	0.24	0.23	0.24	0.26	0.26	0.24	0.44	0.76	1.0
CNN+MLP	0.38	0.31	0.26	0.25	0.2	0.26	0.25	0.16	0.24	0.34	0.57	0.8	0.99
$SVM + {PSF}_{S_{1}}$ ${\rm{SVM}} + {\rm{PS}}{{\rm{F}}_{{{\cal S}_1}}}$	0.19	0.41	0.3	0.2	0.3	0.18	0.32	0.11	0.27	0.39	0.62	0.83	1.0
SVM+PSF	0.39	0.5	0.41	0.37	0.47	0.41	0.47	0.32	0.35	0.55	0.88	0.97	1.0

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