Machine Learning Model Product

Data Product Name

DpdMachineLearningModel

Data Product Custodian

Name of the Schema File

euc-phz-MachineLearningModel.xsd

Data Product Elements

Header:

object of type sys:genericHeader

Data:

object of type dss:dataContainer

QualityFlags:

object of type dqc:sqfPlaceHolder

Parameters:

object of type ppr:genericKeyValueParameters

Schema documentation tag

Documentation for data product element dpdMachineLearningModel:

Represents the model used by the machine learning PHZ component to compute the PDZs. This file is produced outside the pipeline using the Primal software and it follows an internal binary format.

Documentation for data product element Header:

The generic header of the product.

Detailed Description of the Data Product

This product is a binary file containing the machine learning model to be used by the PHZ PF for producing the PHZ PDF. The format of the file is the one defined by the Primal component of the PHZ PF.

Processing Element(s) creating/using the data product

• This data product is produced outside the Euclid pipeline using the Primal tool and is manually ingested in the EAS.

• It is used as input of the machine learning component of the PHZ PF.

Processing function using the data product

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