VMSP Configuration

Data product name

DpdLE3IDVMSPConfiguration

Data product custodian

VMSP-ID

Data model tag

ML2B

Name of the Schema file

euc-test-le3-id-vmsp-config.xsd

Schema documentation tag

ML2B

Data product elements

• RandomSize float - Determines the size of the output random catalog defined as the ratio of the sum of weights in the random catalog to the galaxy count in the input data catalog.

• SamplingMethod str - Specifies the sampling algorithm, choice of GMM or SHUFFLE.

• N_Components int - Number of Gaussian components to fit the galaxy distribution (for GMM sampling method)

• BatchSize int - Batch size used to split a large catalog for fitting the GMM

• FidelityDOF float - Parameter that tunes the fidelity function mapping signal-to-noise to detection probability

• MeasurementThreshold float - Threshold in line SNR^2 to run the SNR measurement routine

• MinimumWeight float - Minimum weight to keep in the random catalog. Randoms with weight less than this value will be discarded

Processing Element(s) creating/using the data product

VMSP-ID

Processing function using the data product

VMSP-ID

Detailed description of the data product

This input product is a collection of input parameters for the processing elements VMSP_Train and VMSP_Sample.