Classification Model Product¶
$SetSchemaPath phz/euc-test-phz-ClassificationModel.xsd
Data Product Name¶
$PrintDataProductName
Data Product Custodian¶
$PrintDataProductCustodian
Name of the Schema File¶
$PrintSchemaFilename
Data Product Elements¶
$PrintDataProductElements
Schema documentation tag¶
Documentation for data product element dpdClassificationModel:
Represents the machin Learning (ML) models used by the PHZ component to classify an object as a star/galaxy/AGN. This file is produced in the * Classifiaction training pipeline*.
Documentation for data product element Header:
The generic header of the product.
Detailed Description of the Data Product¶
Processing Element(s) creating/using the data product¶
PHZ PF internal product.
Processing function using the data product¶
This product is used as input for the calibration pipeline and the production pipeline of the PHZ PF.
This data product contains 3 files storing persisted ML models to be used by Primal based pipeline tasks: #. STAR_Model: Classifier for identifying the stars #. GALAXY_Model: Classifier for identifying the galaxy #. AGN_Model: Classifier for identifying the AGN #. QSO_Model: Classifier for identifying the QSO