Table 6.
Features selected as the ones that better disentangles obscured AGN and inactive galaxies based on the results of the K-S test comparing, for each feature, the corresponding distributions for these two classes of sources.
Feature | D | prob |
---|---|---|
Autocor_length_r | 0.611 | 10−31 |
SF_ML_amplitude_r | 0.577 | 10−28 |
SF_ML_gamma_r | 0.547 | 10−25 |
Autocor_length_g | 0.448 | 10−17 |
i-z | 0.376 | 10−12 |
r-i | 0.366 | 10−11 |
MedianBRP_diff | 0.353 | 10−10 |
Rcs_r | 0.334 | 10−9 |
u-B | 0.317 | 10−8 |
z-y | 0.315 | 10−8 |
Autocor_length_diff | 0.296 | 10−7 |
ch21 | 0.295 | 10−7 |
Etae_r | 0.291 | 10−7 |
class_star_hst | 0.287 | 10−7 |
Pvar_r | 0.285 | 10−7 |
ExcessVar_r | 0.283 | 10−7 |
MHAOV_Period_r | 0.283 | 10−7 |
GP_DRW_tau_r | 0.281 | 10−7 |
GP_DRW_sigma_r | 0.275 | 10−6 |
SF_ML_amplitude_diff | 0.269 | 10−6 |
Q31_g | 0.267 | 10−6 |
MedianAbsDev_g | 0.262 | 10−6 |
MaxSlope_diff | 0.258 | 10−6 |
Period_fit_r | 0.256 | 10−5 |
IARϕ_r | 0.251 | 10−5 |
Notes. The features are listed in descending order of the distance D returned by the test, which represents the maximum distance between the two cumulative distributions compared; the table also reports the corresponding probability to obtain by chance a larger value for this distance.
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