.. _PHZClassificationInput:

Classification Training Sample Product
========================================

$SetSchemaPath phz/euc-test-phz-ClassificationInput.xsd

Data Product Name
__________________
.. DataProductNameStart

$PrintDataProductName

.. DataProductNameEnd

Data Product Custodian
_______________________
.. DataProductCustodianStart

$PrintDataProductCustodian

.. DataProductCustodianEnd

Name of the Schema File
________________________
.. NameSchemaStart

$PrintSchemaFilename

.. NameSchemaEnd

Data Product Elements
______________________
.. DataProductElementsStart

$PrintDataProductElements

.. DataProductElementsEnd

Schema documentation tag
_________________________
.. SchemaDocTagStart

:emphasis:`Documentation for data product element dpdClassificationInput:`

This is a training set for the classifiers
:emphasis:`Documentation for data product element Header:`

The generic header of the product.

.. SchemaDocTagEnd

Detailed Description of the Data Product
_________________________________________
.. DetailedDescStart

Processing Element(s) creating/using the data product
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. PECreatorStart

* This data product is produced outside the Euclid pipeline and is manually ingested in the EAS. It is used as input of the *Classification Training Pipeline* component of the PHZ PF.

.. PECreatorEnd

Processing function using the data product
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. PFUsingStart

* This product is used as input of the PHZ PF.

.. PFUsingEnd

This product is a FITS binary table expected to follow the
format described by the phz.phzClassificationInput version 0.8.0 description, which defines the following columns (mainly following MER catalog):

#. **OBJECT_ID**: The unique ID identifier as set by MER
#. **RIGHT_ASCENSION**: The source position Ra
#. **DECLINATION**: The source position Dec
#. **FLUX_G_EXT_DECAM_APER**: The Decam Aperture G Flux
#. **FLUX_R_EXT_DECAM_APER**: The Decam Aperture R Flux
#. **FLUX_I_EXT_DECAM_APER**: The Decam Aperture I Flux
#. **FLUX_Z_EXT_DECAM_APER**: The Decam Aperture Z Fluxr
#. **FLUX_U_EXT_OMEGACAM_APER**: The Omegacam Aperture U Flux
#. **FLUX_G_EXT_OMEGACAM_APER**: The Omegacam Aperture G Flux
#. **FLUX_R_EXT_OMEGACAM_APER**: The Omegacam Aperture R Flux
#. **FLUX_I_EXT_OMEGACAM_APER**: The Omegacam Aperture I Flux
#. **FLUX_U_EXT_LSST_APER**: The Rubin Aperture U Flux
#. **FLUX_G_EXT_LSST_APER**: The Rubin Aperture G Flux
#. **FLUX_R_EXT_LSST_APER**: The Rubin Aperture R Flux
#. **FLUX_I_EXT_LSST_APER**: The Rubin Aperture I Flux
#. **FLUX_Z_EXT_LSST_APER**: The Rubin Aperture Z Flux
#. **FLUX_VIS_APER**: The Euclid Aperture Vis Flux
#. **FLUX_NIR_STACK_APER**: The Euclid NIR stacked Flux
#. **FLUX_Y_APER**: The Euclid Aperture Y Flux
#. **FLUX_J_APER**: The Euclid Aperture J Flux
#. **FLUX_H_APER**: The Euclid Aperture H Flux
#. **FLUXERR_G_EXT_DECAM_APER**: The Decam Aperture G Flux Error
#. **FLUXERR_R_EXT_DECAM_APER**: The Decam Aperture R Flux Error
#. **FLUXERR_I_EXT_DECAM_APER**: The Decam Aperture I Flux Error
#. **FLUXERR_Z_EXT_DECAM_APER**: The Decam Aperture Z Flux Error
#. **FLUXERR_U_EXT_OMEGACAM_APER**: The Omegacam Aperture U Flux Error
#. **FLUXERR_G_EXT_OMEGACAM_APER**: The Omegacam Aperture G Flux Error
#. **FLUXERR_R_EXT_OMEGACAM_APER**: The Omegacam Aperture R Flux Error
#. **FLUXERR_I_EXT_OMEGACAM_APER**: The Omegacam Aperture I Flux Error
#. **FLUXERR_U_EXT_LSST_APER**: The Rubin Aperture U Flux Error
#. **FLUXERR_G_EXT_LSST_APER**: The Rubin Aperture G Flux Error
#. **FLUXERR_R_EXT_LSST_APER**: The Rubin Aperture R Flux Error
#. **FLUXERR_I_EXT_LSST_APER**: The Rubin Aperture I Flux Error
#. **FLUXERR_Z_EXT_LSST_APER**: The Rubin Aperture Z Flux Error
#. **FLUXERR_VIS_APER**: The Euclid Aperture Vis Flux Error
#. **FLUXERR_NIR_STACK_APER**: The Euclid NIR stacked Flux Error
#. **FLUXERR_Y_APER**: The Euclid Aperture Y Flux Error
#. **FLUXERR_J_APER**: The Euclid Aperture J Flux Error
#. **FLUXERR_H_APER**: The Euclid Aperture H Flux Error
#. **FLUX_G_EXT_DECAM_TOTAL**: The Decam Total G Flux
#. **FLUX_R_EXT_DECAM_TOTAL**: The Decam Total R Flux
#. **FLUX_I_EXT_DECAM_TOTAL**: The Decam Total I Flux
#. **FLUX_Z_EXT_DECAM_TOTAL**: The Decam Total Z Flux
#. **FLUX_U_EXT_OMEGACAM_TOTAL**: The Omegacam Total U Flux
#. **FLUX_G_EXT_OMEGACAM_TOTAL**: The Omegacam Total G Flux
#. **FLUX_R_EXT_OMEGACAM_TOTAL**: The Omegacam Total R Flux
#. **FLUX_I_EXT_OMEGACAM_TOTAL**: The Omegacam Total I Flux
#. **FLUX_U_EXT_LSST_TOTAL**: The Rubin Total U Flux
#. **FLUX_G_EXT_LSST_TOTAL**: The Rubin Total G Flux
#. **FLUX_R_EXT_LSST_TOTAL**: The Rubin Total R Flux
#. **FLUX_I_EXT_LSST_TOTAL**: The Rubin Total I Flux
#. **FLUX_Z_EXT_LSST_TOTAL**: The Rubin Total Z Flux
#. **FLUX_DETECTION_TOTAL**: The Euclid VIS (detection) Total Flux
#. **FLUX_Y_TOTAL**: The Euclid Total Y Flux
#. **FLUX_J_TOTAL**: The Euclid Total J Flux
#. **FLUX_H_TOTAL**: The Euclid Total H Flux
#. **FLUXERR_G_EXT_DECAM_TOTAL**: The Decam Total G Flux Error
#. **FLUXERR_R_EXT_DECAM_TOTAL**: The Decam Total R Flux Error
#. **FLUXERR_I_EXT_DECAM_TOTAL**: The Decam Total I Flux Error
#. **FLUXERR_Z_EXT_DECAM_TOTAL**: The Decam Total Z Flux Error
#. **FLUXERR_U_EXT_OMEGACAM_TOTAL**: The Omegacam Total U Flux Error
#. **FLUXERR_G_EXT_OMEGACAM_TOTAL**: The Omegacam Total G Flux Error
#. **FLUXERR_R_EXT_OMEGACAM_TOTAL**: The Omegacam Total R Flux Error
#. **FLUXERR_I_EXT_OMEGACAM_TOTAL**: The Omegacam Total I Flux Error
#. **FLUXERR_U_EXT_LSST_TOTAL**: The Rubin Total U Flux Error
#. **FLUXERR_G_EXT_LSST_TOTAL**: The Rubin Total G Flux Error
#. **FLUXERR_R_EXT_LSST_TOTAL**: The Rubin Total R Flux Error
#. **FLUXERR_I_EXT_LSST_TOTAL**: The Rubin Total I Flux Error
#. **FLUXERR_Z_EXT_LSST_TOTAL**: The Rubin Total Z Flux Error
#. **FLUXERR_DETECTION_TOTAL**: The Euclid VIS (detection) Total Flux Error
#. **FLUXERR_Y_TOTAL**: The Euclid Total Y Flux Error
#. **FLUXERR_J_TOTAL**: The Euclid Total J Flux Error
#. **FLUXERR_H_TOTAL**: The Euclid Total H Flux Error
#. **FLUX_VIS_PSF**: The Euclid VIS PSF Flux
#. **FLUXERR_VIS_PSF**: The Euclid VIS PSF Flux Error
#. **AVG_TRANS_WAVE_G_EXT_DECAM**: The average wavelength of the Decam G filter
#. **AVG_TRANS_WAVE_R_EXT_DECAM**: The average wavelength of the Decam R filter
#. **AVG_TRANS_WAVE_I_EXT_DECAM**: The average wavelength of the Decam I filter
#. **AVG_TRANS_WAVE_Z_EXT_DECAM**: The average wavelength of the Decam Z filter
#. **AVG_TRANS_WAVE_U_EXT_OMEGACAM**: The average wavelength of the Omegacam U filter
#. **AVG_TRANS_WAVE_G_EXT_OMEGACAM**: The average wavelength of the Omegacam G filter
#. **AVG_TRANS_WAVE_R_EXT_OMEGACAM**: The average wavelength of the Omegacam R filter
#. **AVG_TRANS_WAVE_I_EXT_OMEGACAM**: The average wavelength of the Omegacam I filter
#. **AVG_TRANS_WAVE_U_EXT_LSST**: The average wavelength of the Rubin U filter
#. **AVG_TRANS_WAVE_G_EXT_LSST**: The average wavelength of the Rubin G filter
#. **AVG_TRANS_WAVE_R_EXT_LSST**: The average wavelength of the Rubin R filter
#. **AVG_TRANS_WAVE_I_EXT_LSST**: The average wavelength of the Rubin I filter
#. **AVG_TRANS_WAVE_Z_EXT_LSST**: The average wavelength of the Rubin Z filter
#. **AVG_TRANS_WAVE_VIS**: The average wavelength of the Euclid VIS filter
#. **AVG_TRANS_WAVE_Y**: The average wavelength of the Euclid Y filter
#. **AVG_TRANS_WAVE_J**: The average wavelength of the Euclid J filter
#. **AVG_TRANS_WAVE_H**: The average wavelength of the Euclid H filter
#. **GAL_EBV**: The MilkyWay extinction
#. **GAL_EBV_ERR**: The MilkyWay extinction Error
#. **OBJECT_TYPE**: The label used to train the classifiers: type of the object

.. DetailedDescEnd