.. include:: ../../clsubstitutions.txt
.. _selclPurity:

Purity of clusters detection Output Product (TBC)
==================================================

$SetSchemaPath le3/cl/euc-le3-cl-sel-purity.xsd

Data Product Name
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.. DataProductNameStart

$PrintDataProductName

.. DataProductNameEnd

Data Product Custodian
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.. DataProductCustodianStart

$PrintDataProductCustodian

.. DataProductCustodianEnd

Name of the Schema File
_________________________
.. NameSchemaStart

$PrintSchemaFilename

.. NameSchemaEnd

Last Edited for DPDD Version
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.. DpddVersionlTagStart

1.1

.. DpddVersionTagEnd

Processing Elements Creating / Updating / Using the Product
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.. PECreatorStart

**Creators:**

* SelectionFunction

**Consumers**

* Random

.. PECreatorEnd

Processing Function using the products
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.. PFUsingStart

* SEL-CL
* 2PCF-CL
* SWG-CL
* Cosmological Pipeline

.. PFUsingEnd

Proposed for inclusion in EAS/SAS
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.. IncludeInSASStart

This product is proposed for inclusion in the SAS: Yes

Purity is a necessary result output for analyzing the "Clusters" PFs detections.

.. IncludeInSASEnd

Data Product Elements
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.. DataProductElementsStart

$PrintDataProductElements

.. DataProductElementsEnd

Detailed Description of the Data Product
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.. DetailedDescStart

This data product (TBC!) gives the purity of the clusters detection as a function of richness LAMBDA_OBS and a redshift Z_OBS, and the associated statistical error. These quantities result, for each (LAMBDA_OBS, Z_OBS) bin, from the integration of PROB_LAMBDA_Z_OBS_TRUE and its errors, defined in "Probability of Cluster Detection Output Product".

These two datasets appear in two distinct HDUs, with identical header content.

Keywords
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- **Z_KEY**: Name of the redshift column used for the subsample
- **RICHNESS_KEY**: Name of the richness column (i.e. LAMBDA) used for the subsample
- **Z_OBS_START**: Lower value of binning in Z_OBS
- **Z_OBS_END**: Upper value of binning in Z_OBS
- **Z_OBS_STEP**: Step value of binning in Z_OBS
- **LAMBDA_OBS_START**: Lower value of binning in LAMBDA_OBS
- **LAMBDA_OBS_END**: Upper value of binning in LAMBDA_OBS
- **LAMBDA_OBS_STEP**: Step value of binning in LAMBDA_OBS


Tables
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*First HDU:*

- **PURE_LAMBDA_Z_OBS** :  Purity of cluster detection over the binning of (LAMBDA_OBS, Z_OBS)

from XML:

$PrintHDUTableContents fit/euc-le3-cl.xml le3.cl.sel.output.purity PURE_LAMBDA_Z_OBS_OBS


*Second HDU:*

- **ERR_PURE_LAMBDA_Z_OBS** :  Statistical error on Purity of cluster detection over the binning of (LAMBDA_OBS, Z_OBS)

from XML:

$PrintHDUTableContents fit/euc-le3-cl.xml le3.cl.sel.output.purity ERR_PURE_LAMBDA_Z_OBS_OBS

.. DetailedDescEnd