J/A+A/633/A154/klabels | HDBSCAN star, galaxy, QSO classification (Logan+, 2020) KiDSVW catalogue with object classifications (2728329 rows) | recno=1421308 |
Column | Value | Explain (UCD) | |
_RAJ2000 | 13 15 27.1344 | "h:m:s" | Right ascension (FK5, Equinox=J2000.0) (computed by VizieR, not part of the original data. The format may include more digits than the original data because of internal accuracy requirements in VizieR and across other CDS services) (pos.eq.ra) |
_DEJ2000 | +01 11 48.300 | "d:m:s" | Declination (FK5, Equinox=J2000.0) (computed by VizieR, not part of the original data. The format may include more digits than the original data because of internal accuracy requirements in VizieR and across other CDS services) (pos.eq.dec) |
_RAB1950 | 13 12 53.8572 | "h:m:s" | Right ascension (FK4, Equinox=B1950.0) (computed by VizieR, not part of the original data. The format may include more digits than the original data because of internal accuracy requirements in VizieR and across other CDS services) (pos.eq.ra) |
_DEB1950 | +01 27 38.274 | "d:m:s" | Declination (FK4, Equinox=B1950.0) (computed by VizieR, not part of the original data. The format may include more digits than the original data because of internal accuracy requirements in VizieR and across other CDS services) (pos.eq.dec) |
_Glon | 316.4546548 | deg | Galactic longitude (computed by VizieR, not part of the original data. The format may include more digits than the original data because of internal accuracy requirements in VizieR and across other CDS services) (pos.galactic.lon) |
_Glat | +63.4362431 | deg | Galactic latitude (computed by VizieR, not part of the original data. The format may include more digits than the original data because of internal accuracy requirements in VizieR and across other CDS services) (pos.galactic.lat) |
1421308recno | 1421308 | Record number assigned by the VizieR team. Should Not be used for identification. (meta.record) | |
KiDSu | 11786114 | KiDSVW identifier (serialidkidsu_dr4v3) (meta.id) | |
RAJ2000 | 198.86306 | deg | (i) Spectroscopic redshift right ascension (J2000) (pos.eq.ra;meta.main) |
DEJ2000 | +01.19675 | deg | (i) Spectroscopic redshift declination (J2000) (pos.eq.dec;meta.main) |
zClass14 | — | Spectroscopic redshift classification (meta.code.class) | |
zSDSS14 | Spectroscopic redshift value from SDSS DR14 (src.redshift;pos.heliocentric) | ||
zSDSSQ14 | Spectroscopic redshift value from DR14Q (Note 1) (src.redshift;pos.heliocentric) | ||
id | — | Spectroscopic redshift ID (Note G1) (meta.id;meta.main) | |
umag | 22.5195 | mag | u band total magnitude (phot.mag;em.opt.U) |
e_umag | 0.0996 | mag | u band total magnitude error (stat.error;phot.mag;em.opt.U) |
gmag | 20.6847 | mag | g band total magnitude (phot.mag;em.opt.B) |
e_gmag | 0.0154 | mag | g band total magnitude error (stat.error;phot.mag;em.opt.B) |
rmag | 19.2660 | mag | r band total magnitude (phot.mag;em.opt.R) |
e_rmag | 0.0054 | mag | r band total magnitude error (stat.error;phot.mag;em.opt.R) |
imag | 18.8166 | mag | i band total magnitude (phot.mag;em.opt.I) |
e_imag | 0.0088 | mag | i band total magnitude error (stat.error;phot.mag;em.opt.I) |
zmag | 18.4591 | mag | z band total magnitude (phot.mag;em.opt.I) |
e_zmag | 0.0224 | mag | z band total magnitude error (stat.error;phot.mag;em.opt.I) |
Ymag | 18.3033 | mag | Y band total magnitude (phot.mag;em.IR.J) |
e_Ymag | 0.0390 | mag | Y band total magnitude error (stat.error;phot.mag;em.opt.B) |
Jmag | 18.0031 | mag | J band total magnitude (phot.mag;em.IR.J) |
e_Jmag | 0.0333 | mag | J band total magnitude error (stat.error;phot.mag;em.IR.J) |
Hmag | 17.6858 | mag | H band total magnitude (phot.mag;em.IR.H) |
e_Hmag | 0.0357 | mag | H band total magnitude error (stat.error;phot.mag;em.IR.H) |
Kmag | 17.3921 | mag | K band total magnitude (phot.mag;em.IR.K) |
e_Kmag | 0.0319 | mag | K band total magnitude error (stat.error;phot.mag;em.IR.K) |
W1mag | 17.9170 | mag | W1 band total magnitude (phot.mag;em.IR.3-4um) |
e_W1mag | 0.0380 | mag | W1 band total magnitude error (stat.error;phot.mag) |
W2mag | 17.8850 | mag | W2 band total magnitude (phot.mag;em.IR.4-8um) |
e_W2mag | 0.0580 | mag | W2 band total magnitude error (stat.error;phot.mag) |
u3mag | 22.7019 | mag | u band 3 arcsecond magnitude (phot.mag;em.opt.U) |
e_u3mag | 0.0978 | mag | u band 3 arcsecond magnitude error (stat.error;phot.mag) |
g3mag | 21.2381 | mag | g band 3 arcsecond magnitude (phot.mag;em.opt.B) |
e_g3mag | 0.0116 | mag | g band 3 arcsecond magnitude error (stat.error;phot.mag) |
r3mag | 19.7436 | mag | r band 3 arcsecond magnitude (phot.mag;em.opt.R) |
e_r3mag | 0.0036 | mag | r band 3 arcsecond magnitude error (stat.error;phot.mag) |
i3mag | 19.3356 | mag | i band 3 arcsecond magnitude (phot.mag;em.opt.I) |
e_i3mag | 0.0060 | mag | i band 3 arcsecond magnitude error (stat.error;phot.mag) |
z3mag | 18.9307 | mag | z band 3 arcsecond magnitude (phot.mag;em.opt.I) |
e_z3mag | 0.0103 | mag | z band 3 arcsecond magnitude error (stat.error;phot.mag) |
Y3mag | 18.7158 | mag | Y band 3 arcsecond magnitude (phot.mag;em.IR.J) |
e_Y3mag | 0.0175 | mag | Y band 3 arcsecond magnitude error (stat.error;phot.mag) |
J3mag | 18.4206 | mag | J band 3 arcsecond magnitude (phot.mag;em.IR.J) |
e_J3mag | 0.0139 | mag | J band 3 arcsecond magnitude error (stat.error;phot.mag;em.IR.J) |
H3mag | 18.0697 | mag | H band 3 arcsecond magnitude (phot.mag;em.IR.H) |
e_H3mag | 0.0147 | mag | H band 3 arcsecond magnitude error (stat.error;phot.mag;em.IR.H) |
K3mag | 17.7640 | mag | K band 3 arcsecond magnitude (phot.mag;em.IR.K) |
e_K3mag | 0.0135 | mag | K band 3 arcsecond magnitude error (stat.error;phot.mag;em.IR.K) |
PCAs1 | -0.63776 | PCA components, STAR HDBSCAN binary classifiers, 'optimal' method setup (pcastar1_) (meta.code.class) | |
PCAs2 | -0.14863 | PCA components, STAR HDBSCAN binary classifiers, 'optimal' method setup (pcastar2) (meta.code.class) | |
PCAs3 | 0.22030 | PCA components, STAR HDBSCAN binary classifiers, 'optimal' method setup (pcastar3) (meta.code.class) | |
PCAg1 | -0.54424 | PCA components, GAL HDBSCAN binary classifiers, 'optimal' method setup (pcagal1) (meta.code.class) | |
PCAg2 | -0.39141 | PCA components, GAL HDBSCAN binary classifiers, 'optimal' method setup (pcagal2) (meta.code.class) | |
PCAg3 | 0.08484 | PCA components, GAL HDBSCAN binary classifiers, 'optimal' method setup (pcagal3) (meta.code.class) | |
PCAq1 | -0.55656 | PCA components, QSO HDBSCAN binary classifiers, 'optimal' method setup (pcaqso1) (meta.code.class) | |
PCAq2 | -0.40092 | PCA components, QSO HDBSCAN binary classifiers, 'optimal' method setup (pcaqso2) (meta.code.class) | |
PCAq3 | 0.05282 | PCA components, QSO HDBSCAN binary classifiers, 'optimal' method setup (pcaqso3) (meta.code.class) | |
ClassO | 2 | [0/3] Optimal consolidation method classification (0=outlier, 1=star, 2=gal, 3=QSO), colours used (hdbscanclassoptimalmethod) (meta.code.class) | |
CasssA | 2 | [0/3] Alternative consolidation method classification (0=outlier, 1=star, 2=gal, 3=QSO), colours used (hdbscanclassalternativemethod) (meta.code.class) | |
dpc | 0 | [0/3] Doubly positively classified objects, colours used (double_positives) (meta.code) | |
Poutc | 0.000 | Outlier probability, colours used (outlier_probability) (stat.fit.goodness) | |
Pstarc | 0.000 | Star probability, colours used (star_probability) (stat.fit.goodness) | |
Pgalc | 1.000 | Galaxy probability, colours used (gal_probability) (stat.fit.goodness) | |
Pqsoc | 0.000 | QSO probability, colours used (QSO_probability) (stat.fit.goodness) | |
Labelc | 2 | [0/3] Final labels, 'highest probability' method (highestprobabilitylabels) (meta.code.class) | |
zPredG | 0.328042 | Photometric redshift predictions (GALPHOTOZPREDICTOR) (stat.fit.param) | |
zPredQ | 1.281316 | Photometric redshift predictions (QSOPHOTOZPREDICTOR) (stat.fit.param) | |
phztrain | [0/10] Training/validation/test set labels for the photometric redshift predictions (see Sect. 7.3) (Note 2) (meta.code) |
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