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Table 1

Percentages of Not a Number (NaN) in the whole dataset (Col. 3), with 1984 objects and in the trainset (Col. 4) with 515 objects, for each band.

BAND Dataset column ID % NaN in whole set % NaN in Training NaN % absolute difference

m5.8 17 19.35 17.28 2.07
K 14 17.14 18.64 1.5
HK 13 5.65 6.21 0.57
m8 18 3.48 3.5 0.02
F435W 7 2.67 1.75 0.92
H 12 2.37 2.52 0.16
J 11 1.16 1.55 0.39
U 1 1.01 1.17 0.16
R 4 0.15 0.19 0.04
B 2 0.1 0.19 0.09
V 3 0.05 0.19 0.14
F606W 8 0.05 0 0.05
m 3.6 15 0.05 0 0.05
I 5 0 0 0
Z 6 0 0 0
F775W 9 0 0 0
F850LP 10 0 0 0
m4.5 16 0 0 0

Notes. The last column reports the absolute differences between the two NaN percentages.

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