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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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