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<ri:Resource created="2022-01-24T07:41:42Z" status="active" updated="2025-05-19T09:50:00Z" version="1.2" xmlns:cs="http://www.ivoa.net/xml/ConeSearch/v1.0" xmlns:ri="http://www.ivoa.net/xml/RegistryInterface/v1.0" xmlns:vr="http://www.ivoa.net/xml/VOResource/v1.0" xmlns:vs="http://www.ivoa.net/xml/VODataService/v1.1" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.ivoa.net/xml/ConeSearch/v1.0 http://vo.ari.uni-heidelberg.de/docs/schemata/ConeSearch.xsd http://www.ivoa.net/xml/VOResource/v1.0 http://vo.ari.uni-heidelberg.de/docs/schemata/VOResource.xsd http://www.ivoa.net/xml/VODataService/v1.1 http://vo.ari.uni-heidelberg.de/docs/schemata/VODataService.xsd" xsi:type="vs:CatalogService"><title>Classification of Swift and XMM-Newton sources</title><shortName>J/A+A/657/A138</shortName><identifier>ivo://CDS.VizieR/J/A+A/657/A138</identifier><altIdentifier>doi:10.26093/cds/vizier.36570138</altIdentifier><curation><publisher ivo-id="ivo://CDS">CDS</publisher><creator><name>Tranin H.</name></creator><creator><name>Godet O.</name></creator><creator><name>Webb N. Primorac D.</name></creator><date role="Updated">2022-05-18T14:36:48Z</date><date role="Created">2022-01-24T07:41:42Z</date><contact><name>CDS support team</name><address>CDS, Observatoire de Strasbourg, 11 rue de l'Universite, F-67000 Strasbourg, France</address><email>cds-question@unistra.fr</email></contact></curation><content><subject>active-galactic-nuclei</subject><subject>x-ray-binary-stars</subject><subject>x-ray-sources</subject><description>With the advent of very large X-ray surveys, an automated classification of X-ray sources becomes increasingly valuable. This work proposes a revisited naive Bayes classification of the X-ray sources in the Swift-XRT and XMM- Newton catalogs into four classes - AGN, stars, X-ray binaries (XRBs), and cataclysmic variables (CVs) - based on their spatial, spectral, and timing properties and their multiwavelength counterparts. An outlier measure is used to identify objects of other natures. The classifier is optimized to maximize the classification performance of a chosen class (here XRBs), and it is adapted to data mining purposes. We augmented the X-ray catalogs with multiwavelength data, source class, and variability properties. We then built a reference sample of about 25000 X-ray sources of known nature. From this sample, the distribution of each property was carefully estimated and taken as reference to assign probabilities of belonging to each class. The classification was then performed on the whole catalog, combining the information from each property. Using the algorithm on the Swift reference sample, we retrieved 99%, 98%, 92%, and 34% of AGN, stars, XRBs, and CVs, respectively, and the false positive rates are 3%, 1%, 9%, and 15%. Similar results are obtained on XMM sources. When applied to a carefully selected test sample, representing 55% of the X-ray catalog, the classification gives consistent results in terms of distributions of source properties. A substantial fraction of sources not belonging to any class is efficiently retrieved using the outlier measure, as well as AGN and stars with properties deviating from the bulk of their class. Our algorithm is then compared to a random forest method; the two showed similar performances, but the algorithm presented in this paper improved insight into the grounds of each classification. This robust classification method can be tailored to include additional or different source classes and can be applied to other X-ray catalogs. The transparency of the classification compared to other methods makes it a useful tool in the search for homogeneous populations or rare source types, including multi-messenger events. Such a tool will be increasingly valuable with the development of surveys of unprecedented size, such as LSST, SKA, and Athena, and the search for counterparts of multi-messenger events.</description><source format="bibcode">2022A&amp;A...657A.138T</source><referenceURL>https://cdsarc.cds.unistra.fr/viz-bin/cat/J/A+A/657/A138</referenceURL><type>Catalog</type><contentLevel>Research</contentLevel><relationship><relationshipType>IsServedBy</relationshipType><relatedResource ivo-id="ivo://CDS.VizieR/TAP">TAP VizieR generic service</relatedResource></relationship><relationship><relationshipType>IsServedBy</relationshipType><relatedResource>Conesearch service</relatedResource></relationship><relationship><relationshipType>related-to</relationshipType><relatedResource ivo-id="ivo://CDS.VizieR/VII/281">VII/281 : GLADE v2.3 catalog (Dalya+, 2018)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/IX/58">IX/58 : 2SXPS Swift X-ray telescope point source catalogue (Evans+, 2020)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/IX/59">IX/59 : XMM-Newton Serendipitous Source Catalogue 4XMM-DR9 (Webb+, 2020)</relatedResource></relationship></content><rights>https://cds.unistra.fr/vizier-org/licences_vizier.html</rights><capability><interface xsi:type="vr:WebBrowser"><accessURL use="full">https://vizier.cds.unistra.fr/viz-bin/VizieR-2?-source=J/A+A/657/A138</accessURL><mirrorURL title="VizieR at IUCAA: Pune, India">https://vizier.iucaa.in/viz-bin/VizieR-2?-source=J/A+A/657/A138</mirrorURL><mirrorURL title="VizieR at SAAO: SAAO, South Africa">http://vizieridia.saao.ac.za/viz-bin/VizieR-2?-source=J/A+A/657/A138</mirrorURL></interface></capability><capability><interface xsi:type="vs:ParamHTTP"><accessURL use="base">https://vizier.cds.unistra.fr/viz-bin/votable?-source=J/A+A/657/A138</accessURL><mirrorURL title="VizieR at IUCAA: Pune, India">https://vizier.iucaa.in/viz-bin/votable?-source=J/A+A/657/A138</mirrorURL><mirrorURL title="VizieR at SAAO: 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46620 46622 46626 46629 46631-46632 46636 46642-46643 46647 46650-46651 46656 46659-46660 46662-46663 46665 46670 46676 46679 46681 46683-46685 46687 46692 46709 46715 46719-46721 46723 46726-46727 46737-46740 46742-46744 46750 46761-46764 46782 46786-46789 46794-46795 46805 46807 46810-46811 46813-46815 46826 46832-46833 46835-46836 46842 46845 46847 46851-46853 46855 46858 46861 46865 46867-46868 46870-46872 46876-46877 46882-46883 46887 46889-46890 46892-46893 46896 46899 46902 46907 46910 46921 46923-46924 46926-46927 46932 46934 46961-46964 46967 46969 46978 46982 46988-46990 46993-46995 47001-47003 47008 47014 47016-47017 47027 47032-47033 47043 47046-47047 47050 47053 47055 47057-47059 47064-47065 47072 47074 47076-47078 47080 47092-47093 47104 47106-47107 47110-47111 47113 47116-47117 47120 47122 47125 47141 47148-47149 47151-47152 47154-47155 47160 47162-47163 47166-47167 47172-47173 47175 47178-47179 47181 47187-47188 47190 47193 47196-47197 47199 47205 47207 47216-47217 47219 47222 47225-47226 47228 47232 47235 47237-47238 47241 47248-47249 47251 47253 47268-47269 47277 47282 47287 47308-47309 47313-47315 47319-47320 47325 47327 47330-47331 47336 47347 47353-47355 47358-47359 47368 47370 47375 47386 47389 47391-47392 47394 47397-47398 47404 47407 47411 47417 47419 47425 47436 47447 47459 47461 47463 47469-47471 47473-47475 47478-47479 47487 47496-47497 47504 47506 47509-47510 47512 47518 47524-47525 47534 47540-47542 47556 47573-47575 47585 47588-47589 47597 47599-47600 47605 47609-47611 47618 47620-47621 47630 47632 47644 47648-47649 47655 47663 47666 47673-47675 47695-47697 47700-47701 47708 47713-47714 47731 47734-47735 47739-47742 47747 47758 47765 47777 47779-47780 47788 47793 47805 47807 47822 47828 47833 47836 47838 47864-47866 47868 47870-47872 47876 47900 47903 47911-47912 47918-47919 47921-47923 47941 47945 47948 47952 47954 47960-47961 47969-47971 47977 47980 47991 47994 47997 48005-48007 48017-48019 48022-48023 48025 48028 48034-48035 48039 48041 48051 48053-48054 48070 48072 48076-48077 48085 48100 48105 48107-48108 48122-48123 48131 48137 48142 48144-48145 48151 48154 48160 48162-48163 48169-48171 48179 48181-48182 48188-48189 48193-48195 48201 48211 48217 48219 48223-48224 48227 48234 48258-48259 48262-48263 48267 48274-48275 48282 48292-48293 48300-48302 48305-48307 48316 48318-48319 48326 48333 48337-48339 48341 48344 48346 48349 48353 48355 48362 48364 48371 48374 48376 48384-48385 48387-48389 48394-48396 48398 48415-48416 48419 48422-48423 48428 48434 48440 48443-48444 48446-48447 48456 48458 48465 48467 48477-48479 48481 48483 48488-48489 48491 48493-48494 48496 48498 48500-48502 48504 48520 48525 48528-48530 48532-48533 48536 48546 48553 48555-48556 48558 48567 48575 48580 48589 48591 48593-48595 48597-48598 48603 48610 48612 48614 48616 48620-48621 48624-48625 48637 48639 48646 48652-48653 48655 48658-48659 48665-48666 48668 48670 48673 48676-48677 48685 48688 48695 48698 48708 48712 48715 48724 48734-48735 48738 48754 48771 48773-48774 48789 48792 48796-48798 48829 48838-48839 48854 48856 48858 48868 48871 48873 48875 48882 48885 48891 48894 48896-48898 48907 48910-48911 48914 48917-48922 48924 48928-48929 48933-48934 48939 48942-48944 48948 48950-48953 48956-48957 48959 48962-48963 48969 48972 48975 48977 48985 48988 48994-48996 49001 49003-49004 49006-49007 49009 49011 49016-49017 49019-49021 49023 49029 49034 49037 49042-49043 49046 49048-49049 49053 49056-49057 49061 49068 49070-49071 49083 49087-49089 49092-49094 49097 49099 49106-49107 49112-49114 49117 49125 49127-49130 49134-49135 49141</spatial><footprint ivo-id="ivo://ivoa.net/std/moc">https://cdsarc.cds.unistra.fr/viz-bin/moc/J/A+A/657/A138?format=ascii</footprint><waveband>X-ray</waveband></coverage><tableset><schema><name>default</name><table><name>J/A+A/657/A138/table6</name><description>Classification of 2SXPS sources</description><column><name>recno</name><description>Record number assigned by the VizieR team. Should Not be used for identification.</description><ucd>meta.record</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>PbaC2</name><description>Posterior probability that the source is an XRB</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>PbaC3</name><description>Posterior probability that the source is a CV</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>classin</name><description>? Input class, for sources in the reference sample</description><ucd>meta.code.class</ucd><dataType xsi:type="vs:VOTableType">int</dataType><flag>nullable</flag></column><column><name>classout</name><description>Output class, given by the classification</description><ucd>meta.code.class</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>RAJ2000</name><description>Right ascension (J2000) of the X-ray source, from 2SXPS</description><unit>deg</unit><ucd>pos.eq.ra;meta.main</ucd><flag>indexed</flag></column><column><name>DEJ2000</name><description>Declination (J2000) of the X-ray source, from 2SXPS</description><unit>deg</unit><ucd>pos.eq.dec;meta.main</ucd><flag>indexed</flag></column><column><name>Err1sigma</name><description>X-ray 1 sigma positional error from 2SXPS</description><unit>arcsec</unit><ucd>stat.error;pos</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>DetFlag</name><description>[0/1] Detection flag, from 2SXPS</description><ucd>meta.code</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>FieldFlag</name><description>[0/1] Field flad, from 2SXPS</description><ucd>meta.code</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>SNR</name><description>? Signal-to-noise ratio, from 2SXPS flux and error</description><ucd>stat.snr</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>Flux</name><description>? The mean X-ray observed flux (0.3-10keV, powerlaw fit) from 2SXPS</description><unit>mW.m**-2</unit><ucd>phot.flux;em.X-ray</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>Ndet</name><description>Number of X-ray detections of the source from XMM, Swift and Chandra</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>Quality</name><description>Number of quality rules followed by the source (&gt;=2 : Test Sample)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>GLAT</name><description>Galactic latitude</description><unit>deg</unit><ucd>pos.galactic.lat</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>pmGAIA</name><description>? Totla proper motion of the best GAIA counterpart, if any</description><unit>mas/yr</unit><ucd>pos.pm</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>LXGAIA</name><description>? Luminosity of the GAIA counterpart using its parallax-based distance</description><unit>1e-07W</unit><ucd>phys.luminosity;em.X-ray</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>RAGdeg</name><description>? Right ascension (J2000) of the presumed host center, from GLADE</description><unit>deg</unit><ucd>pos.eq.ra</ucd><flag>nullable</flag></column><column><name>DEGdeg</name><description>? Declination (J2000) of the presumed host center, from GLADE</description><unit>deg</unit><ucd>pos.eq.dec</ucd><flag>nullable</flag></column><column><name>DistGLADE</name><description>? Luminosity distance of the presumed host, from GLADE</description><unit>Mpc</unit><ucd>pos.distance</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>SepGLADE</name><description>? Angular separation to the host center, relative to its semi-major axis</description><ucd>pos.angDistance</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>LXGLADE</name><description>? Mean X-ray luminosity, computed using the host distance</description><unit>1e-07W</unit><ucd>phys.luminosity;em.X-ray</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>HR1</name><description>? First hardness ratio, from 2SXPS</description><ucd>phot.flux;arith.ratio</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>HR2</name><description>? Second hardness ratio, from 2SXPS</description><ucd>phot.flux;arith.ratio</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>FitPowGamma</name><description>? Powerlaw photon index of the best powerlaw spectral fit, from 2SXPS</description><ucd>spect.index</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>IntPowGamma</name><description>? Powerlaw photon index interpolated from hardness ratios, from 2SXPS</description><ucd>spect.index</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>FitAPECkT</name><description>? Temperature APEC parameter of the best APEC fit, from 2SXPS</description><unit>keV</unit><ucd>phys.temperature</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>IntAPECkT</name><description>? Temperature parameter interpolated from hardness ratios, from 2SXPS</description><unit>keV</unit><ucd>phys.temperature</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>p-any-Opt</name><description>? Probability that the source have an optical counterpart, from NWAY</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>sepOpt</name><description>? Angular separation to the optical counterpart</description><unit>arcsec</unit><ucd>pos.angDistance</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>RefOpt</name><description>Origin of the optical counterpart</description><ucd>meta.bib</ucd><dataType xsi:type="vs:VOTableType" arraysize="9*">char</dataType></column><column><name>logFX/Fb</name><description>? Log. of the X-ray to b-band flux ratio, from optical counterpart</description><ucd>phot.flux;arith.ratio</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>logFX/Fr</name><description>? Log. of the X-ray to r-band flux ratio, from optical counterpart</description><ucd>phot.flux;arith.ratio</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>p-any-IR</name><description>? Probability that the source have an infrared counterpart, from NWAY</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>sepIR</name><description>? Angular separation to the infrared counterpart</description><unit>arcsec</unit><ucd>meta.id.assoc;pos.angDistance</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>RefIR</name><description>Origin of the infrared counterpart</description><ucd>meta.bib</ucd><dataType xsi:type="vs:VOTableType" arraysize="7*">char</dataType></column><column><name>logFX/FW1</name><description>? Log. of the X-ray to W1 (or K) flux ratio, from IR counterpart</description><ucd>phot.flux;arith.ratio</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>logFX/FW2</name><description>? Log. of the X-ray to W2 (or K) flux ratio, from IR counterpart</description><ucd>phot.flux;arith.ratio</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>logFratioSnap</name><description>? Log of max-to-med ratio from Swift snapshots in most variable band</description><ucd>phot.flux;arith.ratio</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>logFratioObs</name><description>? Log. of the max-to-min flux ratio, from Swift/XMM/Chandra detections</description><ucd>phot.flux;arith.ratio</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>PbaC0</name><description>Posterior probability that the source is an AGN</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>PbaC1</name><description>Posterior probability that the source is a star</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>AltClass</name><description>Alternative classifications (0-3) if a property category is ignored</description><ucd>meta.code.class</ucd><dataType xsi:type="vs:VOTableType" arraysize="19*">char</dataType></column><column><name>outlier</name><description>Outlier measure</description><ucd>stat.fit.param</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>PbaC0loc</name><description>Combined likelihood of location properties for the class AGN</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>PbaC1loc</name><description>Combined likelihood of location properties for the class star</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>PbaC2loc</name><description>Combined likelihood of location properties for the class XRB</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>PbaC3loc</name><description>Combined likelihood of location properties for the class CV</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>PbaC0spe</name><description>Combined likelihood of spectrum properties for the class AGN</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>PbaC1spe</name><description>Combined likelihood of spectrum properties for the class star</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>PbaC2spe</name><description>Combined likelihood of spectrum properties for the class XRB</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>PbaC3spe</name><description>Combined likelihood of spectrum properties for the class CV</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>PbaC0mul</name><description>Combined likelihood of multiwavelength properties for the class AGN</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>PbaC1mul</name><description>Combined likelihood of multiwavelength properties for the class star</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>PbaC2mul</name><description>Combined likelihood of multiwavelength properties for the class XRB</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>PbaC3mul</name><description>Combined likelihood of multiwavelength properties for the class CV</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>PbaC0var</name><description>Combined likelihood of variability properties for the class AGN</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>PbaC1var</name><description>Combined likelihood of variability properties for the class star</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>PbaC2var</name><description>Combined likelihood of variability properties for the class XRB</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>PbaC3var</name><description>Combined likelihood of variability properties for the class CV</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>2SXPS</name><description>IAUNAME in 2SXPS</description><ucd>meta.id;meta.main</ucd><dataType xsi:type="vs:VOTableType" arraysize="22*">char</dataType></column></table><table><name>J/A+A/657/A138/table7</name><description>Classification of 4XMM-DR10 sources</description><column><name>DEGdeg</name><description>? Declination (J2000) of the presumed host center, from GLADE</description><unit>deg</unit><ucd>pos.eq.dec</ucd><flag>nullable</flag></column><column><name>DistGLADE</name><description>? Luminosity distance of the presumed host of the source, from GLADE</description><unit>Mpc</unit><ucd>pos.distance</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>recno</name><description>Record number assigned by the VizieR team. Should Not be used for identification.</description><ucd>meta.record</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>4XMM</name><description>IAUNAME in 4XMM-DR10</description><ucd>meta.id;meta.main</ucd><dataType xsi:type="vs:VOTableType" arraysize="21*">char</dataType></column><column><name>RAJ2000</name><description>Right ascension (J2000) of the X-ray source, from 4XMM-DR10</description><unit>deg</unit><ucd>pos.eq.ra;meta.main</ucd><flag>indexed</flag></column><column><name>DEJ2000</name><description>Declination (J2000) of the X-ray source, from 4XMM-DR10</description><unit>deg</unit><ucd>pos.eq.dec;meta.main</ucd><flag>indexed</flag></column><column><name>Err1sigma</name><description>X-ray 1 sigma positional error from 4XMM-DR10</description><unit>arcsec</unit><ucd>stat.error;pos</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>SC-SUM-FLAG</name><description>Summary flag, from 4XMM-DR10</description><ucd>meta.code</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>SC-DET-ML</name><description>Detection maximum likelihood, from 4XMM-DR10</description><ucd>stat.likelihood;instr.saturation</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>Flux</name><description>The mean X-ray observed flux (0.2-12keV) from 4XMM-DR10</description><unit>mW.m**-2</unit><ucd>phot.flux;em.X-ray</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>Ndet</name><description>Number of X-ray detections of the source from XMM, Swift and Chandra</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>Quality</name><description>Number of quality rules followed by the source (&gt;=2 : Test Sample)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>GLAT</name><description>Galactic latitude</description><unit>deg</unit><ucd>pos.galactic.lat</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>pmGAIA</name><description>? Total proper motion of the best GAIA counterpart, if any</description><unit>mas/yr</unit><ucd>meta.id.assoc;pos.pm;meta.modelled</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>LXGAIA</name><description>? Luminosity of the GAIA counterpart using its parallax-based distance</description><unit>1e-07W</unit><ucd>phys.luminosity;em.X-ray</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>RAGdeg</name><description>? Right ascension (J2000) of the presumed host center, from GLADE</description><unit>deg</unit><ucd>pos.eq.ra</ucd><flag>nullable</flag></column><column><name>SepGLADE</name><description>? Angular separation to the host center, relative to its semi-major axis</description><ucd>pos.angDistance</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>LXGLADE</name><description>? Mean X-ray luminosity, computed using the host distance</description><unit>1e-07W</unit><ucd>phys.luminosity;em.X-ray</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>SC-HR1</name><description>? 1st hardness ratio, from 4XMM-DR10</description><ucd>phot.flux;arith.ratio</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>SC-HR2</name><description>? 2nd hardness ratio, from 4XMM-DR10</description><ucd>phot.flux;arith.ratio</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>SC-HR3</name><description>? 3rd hardness ratio, from 4XMM-DR10</description><ucd>phot.flux;arith.ratio</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>SC-HR4</name><description>? 4rth hardness ratio, from 4XMM-DR10</description><ucd>phot.flux;arith.ratio</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>WAPO-GAMMA</name><description>? Photon index of the best powerlaw spectral fit, from XMMFITCAT</description><ucd>spect.index</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>p-any-Opt</name><description>? Probability that the source have an optical counterpart, from NWAY</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>sepOpt</name><description>? Angular separation to the optical counterpart</description><unit>arcsec</unit><ucd>meta.id.assoc;pos.angDistance</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>logFX/Fb</name><description>? Log. of the X-ray to b-band flux ratio, from optical counterpart</description><ucd>phot.flux;arith.ratio</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>logFX/Fr</name><description>? Log. of the X-ray to r-band flux ratio, from optical counterpart</description><ucd>phot.flux;arith.ratio</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>p-any-IR</name><description>? Probability that the source have an infrared counterpart, from NWAY</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>sepIR</name><description>? Angular separation to the infrared counterpart</description><unit>arcsec</unit><ucd>meta.id.assoc;pos.angDistance</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>RefIR</name><description>Origin of the infrared counterpart</description><ucd>meta.bib</ucd><dataType xsi:type="vs:VOTableType" arraysize="7*">char</dataType></column><column><name>logFX/FW1</name><description>? Log. of the X-ray to W1 (or K) flux ratio, from infrared counterpart</description><ucd>phot.flux;arith.ratio</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>logFX/FW2</name><description>? Log. of the X-ray to W2 (or K) flux ratio, from infrared counterpart</description><ucd>phot.flux;arith.ratio</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>logFratioObs</name><description>? Log. of the max-to-min flux ratio, from Swift/XMM/Chandra detections</description><ucd>phot.flux;arith.ratio</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>PbaC0</name><description>Posterior probability that the source is an AGN</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>PbaC1</name><description>Posterior probability that the source is a star</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>PbaC2</name><description>Posterior probability that the source is an XRB</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>PbaC3</name><description>Posterior probability that the source is a CV</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>classin</name><description>? Input class, for sources in the reference sample</description><ucd>meta.code.class</ucd><dataType xsi:type="vs:VOTableType">int</dataType><flag>nullable</flag></column><column><name>classout</name><description>Output class, given by the classification</description><ucd>meta.code.class</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>outlier</name><description>Outlier measure</description><ucd>stat.fit.param</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>PbaC0loc</name><description>Combined likelihood of location properties for the class AGN</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>PbaC1loc</name><description>Combined likelihood of location properties for the class star</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>PbaC2loc</name><description>Combined likelihood of location properties for the class XRB</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>PbaC3loc</name><description>Combined likelihood of location properties for the class CV</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>PbaC0spe</name><description>Combined likelihood of spectrum properties for the class AGN</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>PbaC1spe</name><description>Combined likelihood of spectrum properties for the class star</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>PbaC2spe</name><description>Combined likelihood of spectrum properties for the class XRB</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>PbaC3spe</name><description>Combined likelihood of spectrum properties for the class CV</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>PbaC0mul</name><description>Combined likelihood of multiwavelength properties for the class AGN</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>PbaC1mul</name><description>Combined likelihood of multiwavelength properties for the class star</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>PbaC2mul</name><description>Combined likelihood of multiwavelength properties for the class XRB</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>PbaC3mul</name><description>Combined likelihood of multiwavelength properties for the class CV</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>PbaC0var</name><description>Combined likelihood of variability properties for the class AGN</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>PbaC1var</name><description>Combined likelihood of variability properties for the class star</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>PbaC2var</name><description>Combined likelihood of variability properties for the class XRB</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>PbaC3var</name><description>Combined likelihood of variability properties for the class CV</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>RefOpt</name><description>Origin of the optical counterpart</description><ucd>meta.bib</ucd><dataType xsi:type="vs:VOTableType" arraysize="9*">char</dataType></column><column><name>AltClass</name><description>Alternative classifications (0-3) if a property category is ignored</description><ucd>meta.code.class</ucd><dataType xsi:type="vs:VOTableType" arraysize="19*">char</dataType></column></table></schema></tableset></ri:Resource>