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VizieR

Simple TargetList Of TargetsFast Xmatch with large catalogs or Simbad
Target Name (resolved by Sesame) or Position:

  
Target dimension:

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J/A+A/633/A154
  HDBSCAN star, galaxy, QSO classification (Logan+, 2020)
Post annotation
img(gal)
1.J/A+A/633/A154/klabelsKiDSVW catalogue with object classifications (2728329 rows)

 
Query by Constraints constraints help applied on Columns (Output Order: + - )
ShowSortColumn  Constraint Explain   (UCD)
  recno  Record number assigned by the VizieR team. Should Not be used for identification. (meta.record)
  KiDSu  KiDSVW identifier (serialidkidsu_dr4v3) (meta.id)
  RAJ2000 deg (i) Spectroscopic redshift right ascension (J2000) (pos.eq.ra;meta.main)
  DEJ2000 deg (i) Spectroscopic redshift declination (J2000) (pos.eq.dec;meta.main)
  zClass14 (char) Spectroscopic redshift classification (meta.code.class)
  zSDSS14  (n) Spectroscopic redshift value from SDSS DR14 (src.redshift;pos.heliocentric)
  zSDSSQ14  (n) Spectroscopic redshift value from DR14Q (Note 1)   (src.redshift;pos.heliocentric)
  id (char) Spectroscopic redshift ID (Note G1)   (meta.id;meta.main)
  umag mag u band total magnitude (phot.mag;em.opt.U)
  e_umag mag u band total magnitude error (stat.error;phot.mag;em.opt.U)
  gmag mag g band total magnitude (phot.mag;em.opt.B)

ALL cols
    
(n) indicates a possible blank or NULL column(i)indexed column
  e_gmag mag g band total magnitude error (stat.error;phot.mag;em.opt.B)
  rmag mag r band total magnitude (phot.mag;em.opt.R)
  e_rmag mag r band total magnitude error (stat.error;phot.mag;em.opt.R)
  imag mag i band total magnitude (phot.mag;em.opt.I)
  e_imag mag i band total magnitude error (stat.error;phot.mag;em.opt.I)
  zmag mag z band total magnitude (phot.mag;em.opt.I)
  e_zmag mag z band total magnitude error (stat.error;phot.mag;em.opt.I)
  Ymag mag Y band total magnitude (phot.mag;em.IR.J)
  e_Ymag mag Y band total magnitude error (stat.error;phot.mag;em.opt.B)
  Jmag mag J band total magnitude (phot.mag;em.IR.J)
  e_Jmag mag J band total magnitude error (stat.error;phot.mag;em.IR.J)
  Hmag mag H band total magnitude (phot.mag;em.IR.H)
  e_Hmag mag H band total magnitude error (stat.error;phot.mag;em.IR.H)

ALL cols
    
(n) indicates a possible blank or NULL column(i)indexed column
  Kmag mag K band total magnitude (phot.mag;em.IR.K)
  e_Kmag mag K band total magnitude error (stat.error;phot.mag;em.IR.K)
  W1mag mag W1 band total magnitude (phot.mag;em.IR.3-4um)
  e_W1mag mag W1 band total magnitude error (stat.error;phot.mag)
  W2mag mag W2 band total magnitude (phot.mag;em.IR.4-8um)
  e_W2mag mag W2 band total magnitude error (stat.error;phot.mag)
  u3mag mag u band 3 arcsecond magnitude (phot.mag;em.opt.U)
  e_u3mag mag (n) u band 3 arcsecond magnitude error (stat.error;phot.mag)
  g3mag mag g band 3 arcsecond magnitude (phot.mag;em.opt.B)
  e_g3mag mag g band 3 arcsecond magnitude error (stat.error;phot.mag)
  r3mag mag r band 3 arcsecond magnitude (phot.mag;em.opt.R)
  e_r3mag mag r band 3 arcsecond magnitude error (stat.error;phot.mag)
  i3mag mag i band 3 arcsecond magnitude (phot.mag;em.opt.I)

ALL cols
    
(n) indicates a possible blank or NULL column(i)indexed column
  e_i3mag mag i band 3 arcsecond magnitude error (stat.error;phot.mag)
  z3mag mag z band 3 arcsecond magnitude (phot.mag;em.opt.I)
  e_z3mag mag z band 3 arcsecond magnitude error (stat.error;phot.mag)
  Y3mag mag Y band 3 arcsecond magnitude (phot.mag;em.IR.J)
  e_Y3mag mag Y band 3 arcsecond magnitude error (stat.error;phot.mag)
  J3mag mag J band 3 arcsecond magnitude (phot.mag;em.IR.J)
  e_J3mag mag J band 3 arcsecond magnitude error (stat.error;phot.mag;em.IR.J)
  H3mag mag H band 3 arcsecond magnitude (phot.mag;em.IR.H)
  e_H3mag mag H band 3 arcsecond magnitude error (stat.error;phot.mag;em.IR.H)
  K3mag mag K band 3 arcsecond magnitude (phot.mag;em.IR.K)
  e_K3mag mag K band 3 arcsecond magnitude error (stat.error;phot.mag;em.IR.K)
  PCAs1  PCA components, STAR HDBSCAN binary classifiers, 'optimal' method setup (pcastar1_) (meta.code.class)
  PCAs2  PCA components, STAR HDBSCAN binary classifiers, 'optimal' method setup (pcastar2) (meta.code.class)

ALL cols
    
(n) indicates a possible blank or NULL column(i)indexed column
  PCAs3  PCA components, STAR HDBSCAN binary classifiers, 'optimal' method setup (pcastar3) (meta.code.class)
  PCAg1  PCA components, GAL HDBSCAN binary classifiers, 'optimal' method setup (pcagal1) (meta.code.class)
  PCAg2  PCA components, GAL HDBSCAN binary classifiers, 'optimal' method setup (pcagal2) (meta.code.class)
  PCAg3  PCA components, GAL HDBSCAN binary classifiers, 'optimal' method setup (pcagal3) (meta.code.class)
  PCAq1  PCA components, QSO HDBSCAN binary classifiers, 'optimal' method setup (pcaqso1) (meta.code.class)
  PCAq2  PCA components, QSO HDBSCAN binary classifiers, 'optimal' method setup (pcaqso2) (meta.code.class)
  PCAq3  PCA components, QSO HDBSCAN binary classifiers, 'optimal' method setup (pcaqso3) (meta.code.class)
  ClassO   [0/3] Optimal consolidation method classification (0=outlier, 1=star, 2=gal, 3=QSO), colours used (hdbscanclassoptimalmethod) (meta.code.class)
  CasssA   [0/3] Alternative consolidation method classification (0=outlier, 1=star, 2=gal, 3=QSO), colours used (hdbscanclassalternativemethod) (meta.code.class)
  dpc   [0/3] Doubly positively classified objects, colours used (double_positives) (meta.code)
  Poutc  Outlier probability, colours used (outlier_probability) (stat.fit.goodness)
  Pstarc  Star probability, colours used (star_probability) (stat.fit.goodness)
  Pgalc  Galaxy probability, colours used (gal_probability) (stat.fit.goodness)
  Pqsoc  QSO probability, colours used (QSO_probability) (stat.fit.goodness)
  Labelc   [0/3] Final labels, 'highest probability' method (highestprobabilitylabels) (meta.code.class)
  zPredG  Photometric redshift predictions (GALPHOTOZPREDICTOR) (stat.fit.param)
  zPredQ  Photometric redshift predictions (QSOPHOTOZPREDICTOR) (stat.fit.param)
  phztrain  (n) [0/10] Training/validation/test set labels for the photometric redshift predictions (see Sect. 7.3) (Note 2)   (meta.code)

ALL cols
    
(n) indicates a possible blank or NULL column(i)indexed column
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