APOGEE red-giant stars spectroscopic age estimates J/A+A/678/A158 ivo://CDS.VizieR/J/A+A/678/A158 doi:10.26093/cds/vizier.36780158 CDS Anders F. Gispert P. Ratcliffe B. Chiappini C. Minchev I. Nepal S.,Queiroz A.B.A. Amarante J.A.S. Antoja T. Casali G. Casamiquela L.,Khalatyan A. Miglio A. Perottoni H. Schultheis M. 2025-05-19T20:01:13Z 2023-10-18T07:45:29Z CDS support team CDS, Observatoire de Strasbourg, 11 rue de l'Universite, F-67000 Strasbourg, France cds-question@unistra.fr giant-stars stellar-ages infrared-sources We tabulate spectroscopic stellar age estimates for 178825 red-giant stars observed by the APOGEE survey (Majewski et al., 2017AJ....154...94M, Cat. III/284) with a median statistical uncertainty of 17%. The ages were obtained with the supervised machine-learning technique XGBoost (Chen & Guestrin, 2016, arXiv:1603.02754), trained on a high-quality dataset of 3060 red-giant and red-clump stars with asteroseismic ages observed by both APOGEE and Kepler (Miglio et al., 2021A&A...645A..85M, Cat. J/A+A/645/A85). Two sets of age estimates are delivered in this table: The first five columns contain the results of the fiducial XGBoost model (obtained with version 1.7.6 of the xgboost python package) mostly used in the accompanying paper. The final five columns use a XGBoost quantile regression (using version 2.0.0 of the xgboost python package). Our age estimates constitute a useful database for studying the evolution of the Galactic disc. 2023A&A...678A.158A https://cdsarc.cds.unistra.fr/viz-bin/cat/J/A+A/678/A158 Catalog Research IsServedBy TAP VizieR generic service IsServedBy Conesearch service related-to III/284 : APOGEE-2 data from DR16 (Johnsson+, 2020) J/A+A/645/A85 : Age dissection of the Milky Way discs (Miglio+, 2021) https://cds.unistra.fr/vizier-org/licences_vizier.html https://vizier.cds.unistra.fr/viz-bin/VizieR-2?-source=J/A+A/678/A158 https://vizier.iucaa.in/viz-bin/VizieR-2?-source=J/A+A/678/A158 http://vizieridia.saao.ac.za/viz-bin/VizieR-2?-source=J/A+A/678/A158 https://vizier.cds.unistra.fr/viz-bin/votable?-source=J/A+A/678/A158 https://vizier.iucaa.in/viz-bin/votable?-source=J/A+A/678/A158 http://vizieridia.saao.ac.za/viz-bin/votable?-source=J/A+A/678/A158 GET text/xml+votable https://tapvizier.cds.unistra.fr/TAPVizieR/tap Cone search capability for table J/A+A/678/A158/catalog (APOGEE spectroscopic age catalogue (table A1)) https://vizier.cds.unistra.fr/viz-bin/conesearch/J/A+A/678/A158/catalog? https://vizier.iucaa.in/viz-bin/conesearch/J/A+A/678/A158/catalog? http://vizieridia.saao.ac.za/viz-bin/conesearch/J/A+A/678/A158/catalog? 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38123 38126 38282 38304 38468 38470 38509-38511 38520 38522 38529 38531 38543 38554 38565 38567 38576 38578 38596-38597 38603 38625 38628-38629 38817 38819 38828 38972-38974 38984-38986 38999 39005 39007 39056-39058 39076-39078 39084 39086 39091-39092 39094 39097 39170-39171 39176-39178 39185 39188-39190 39249 39271 39277 39279 39282-39283 39288-39290 39367 39373 39375 39378-39379 39384-39386 39410-39411 39517-39519 39540-39541 39552-39554 39629 39631 39688 39690 39712 39838 39843 39846-39847 39849 39851-39854 39857 39859 39881 39883 39891 39896-39898 39900-39901 39905 39908-39909 39915 39918-39919 39933 39935 40137 40139-40140 40142 40161 40164 40247 40253 40290-40291 40494-40495 40510-40511 40521 40523-40524 40526-40527 40545 40548 40554 40557 40559 40568 40570 40596-40597 40610-40611 40622 40625 40627 40633 40640 40645 40655-40656 40666-40667 40670 40674 40677 40679-40680 40692 40694 40696-40697 40737-40740 40742-40743 40798-40799 40817 40819 40825 40828-40829 40897 40927 40943 40949 40951 40956 40958-40959 41166-41167 41185 41187-41190 41327 41346-41347 41350 41352-41353 41356 41423 41434-41435 41445 41456-41458 41482-41483 41504-41506 41560 41562 41589 41591 41597 41605-41607 41633 41635-41636 41638 41641 41643-41644 41653 41655 41661 41671 41677 41688-41689 41721 41723-41724 41726 41762 41766-41767 41772-41773 41809-41811 41814 41816-41817 41820 41851-41852 41854 41937 41940 41971 41977 41980 42019 42025 42028 42058-42059 42062 42071 42073 42075-42077 42079-42081 42084 42101 42126 42145 42147-42150 42158-42159 42170 42206-42207 42228-42229 42244 42246 42261 42270-42272 42280-42282 42292-42293 42302-42305 42314-42315 42336 42346 42353-42355 42358 42366 42378 42385 42387 42393 42395-42398 42400 42420 42422 42433-42435 42438-42441 42444-42445 42448-42450 42456 42467 42470 42473 42475-42478 42485 42493 42495 42500-42501 42507-42508 42510-42511 42529 42532-42533 42588-42589 42592-42593 42611 42614-42615 42617 42619-42622 42638-42639 42647 42653 42657 42660-42661 42696 42705 42707-42708 42710 42713 42715-42716 42718 42815 42837 42861-42863 42865 42867 42873-42875 42885-42887 42892-42893 42898 42903-42904 42907 42909-42911 42929 42931 42939 42941-42943 42948-42950 42956 42958-42961 42964-42965 42967 42975 42994-42995 43014-43015 43017 43019 43032 43034 43045 43056 43064 43066 43089 43092 43126-43127 43140-43141 43168 43170 43176 43219 43228 43230 43249 43282-43283 43529-43531 43534 43536-43537 43828 43830 44316-44317 44319 44380 44382 44393 44396-44397 44400-44402 44408 44711 44717 44719 44722-44723 44732-44734 44774 44780 44782 44847 44867 44924 44957-44959 44981 44986-44987 44990 45055 45332-45333 45376 45759 45802 45891 45894-45895 45897 45900-45901 46183 46188-46189 46194-46195 46200 46261-46263 46306 46312 46314-46315 46339 46342 46344-46345 46348 46613 46619 46656 46805 46807 46843-46844 46846-46847 46890-46891 46975-46978 47007 47021 47023 47029 47032 47034 47047 47050 47064 47066 47072 47125 47127 47168 47170 47616 47618 47624 47656 47658 47739 47742-47744 47746 47755 47777 47780 47793 47795 47801 47804 47825 47827-47830 47846-47847 47869-47871 47968 47970-47971 47976-47977 48011 48014-48015 48022-48023 48026-48027 48037-48039 48053 48055 48060 48062 48065 48067-48068 48070-48073 48076 48089 48091-48092 48094 48104 48106-48107 48109-48111 48127 48209 48212-48213 48389 48400 48439 48445 48478 48482 48488-48489 48509-48511 48586-48587 48596-48597 48599 48605 48607 48612 48614 48629 48810-48811 48925 48981 48983 48989-48991 49006-49007 49013 49016 49018-49019 49077-49079 49091 49112 49124-49126 49128-49130 49143 49147 49149-49151 https://cdsarc.cds.unistra.fr/viz-bin/moc/J/A+A/678/A158?format=ascii Infrared default J/A+A/678/A158/catalog APOGEE spectroscopic age catalogue (table A1) recno Record number assigned by the VizieR team. Should Not be used for identification. meta.record int APOGEE APOGEE_ID (APOGEE_ID) (1) meta.id;meta.main char spAge Spectroscopic age from fiducial XGBoost model (spec_age_xgb) Gyr time.age;pos.parallax.spect float spAgeCal Calibrated spectroscopic age (see paper Fig. 4) (spec_age_xgb_calib) Gyr time.age;pos.parallax.spect float e_spAge Fiducial age uncertainty (see paper Fig. 4) (spec_age_xgb_uncert) Gyr stat.error float f_spAge Warning flag for potentially problematic stars (spec_age_xgb_flag) (2) meta.code char spAgeqr Spectroscopic age from XGBoost quantile regression (spec_age_xgb_quantilereg) Gyr time.age;pos.parallax.spect float spAgeqrCal Calibrated quantile regression age (spec_age_xgb_quantilereg_calib) Gyr time.age float e_spAgeqrCal [] Quantile regression age lower 1sigma uncertainty (spec_age_xgb_quantilereg_sigl) Gyr stat.error float E_spAgeqrCal [] Quantile regression age upper 1sigma uncertainty (spec_age_xgb_quantilereg_sigu) Gyr stat.error;stat.max float f_spAgeqrCal Warning flag for potentially problematic stars (spec_age_xgb_quantilereg_flag) (2) meta.code char _RA Positions from 2MASS name (right ascension part) deg pos.eq.ra;meta.main indexed _DE Positions from 2MASS name (declination part) deg pos.eq.dec;meta.main indexed SimbadName Simbad column added by the CDS meta.id char nullable