Table 3.
Completeness and contamination details of classification results for each class (the class group ACV|CP|MCP|ROAM|ROAP|SXARI was abbreviated as ACV|CP|...|SXARI) (this table is continued on the next page).
Class | Consistent type | True positive | Unknown | False positive | False negative (FN) | Main FN |
---|---|---|---|---|---|---|
positive | (top-6 types) | reference | ||||
ACV|CP|...|SXARI | ACV, CP, MCP, | MCP(174), ACV(29), | 8914 | CST(786), DSCT(49), | MCP(1178), ACV(179), | 8, 10 |
ROAM, ROAP, | SXARI(1) | EA(44), GCAS(34), | ROAP(8), SXARI(5) | |||
SXARI | RAD_VEL_VAR(26), | |||||
ECL(17) | ||||||
ACYG (*) | ACYG | ACYG(57) | 226 | GCAS(20), MCP(7), | ACYG(7) | 10, 3 |
CST(4), EA(4), | ||||||
ECL(2), ELL(2) | ||||||
AGN | AGN, BLAZAR, | QSO(828 728), | < 200 081 | YSO(328), | QSO(807 955), AGN(4267), | 11, 123 |
BLLAC, QSO | BLAZAR(2242), | DSCT|SXPHE(275), | BLAZAR(121), BLLAC(9) | |||
AGN(357), BLLAC(2) | RRAB(155), RRC(109), | |||||
SR(50), GALAXY(48) | ||||||
BCEP (*) | BCEP | BCEP(145) | 1212 | GCAS(55), CST(29), | BCEP(39) | 10, 3, 13, 14 |
DSCT(11), ELL(3), | ||||||
RRC(3), SB(3) | ||||||
BE|GCAS|SDOR|WR | BE, GCAS, | GCAS(78), BE(58), WR(1) | 6864 | EA(152), SR(20), | BE(2364), GCAS(982) | 124, 6, 16, 10, 15 |
SDOR, WR | L(14), HMXB(10), | WR(13), SDOR(2) | ||||
YSO(9), CST(7) | ||||||
CEP | ACEP, BLHER, | DCEP(10 429), CW(240), | 1133 | RRAB(107), EW(73), | DCEP(2054), T2CEP(543), | 125, 26, 27, 6, |
CEP, CW, DCEP, | BLHER(210), T2CEP(115), | M|SR(73), RRC(51), | CW(364), BLHER(335), | 126, 17, 19, 10, | ||
RV, T2CEP | ACEP(64), CEP(27), RV(13) | RS(36), EB(31) | CEP(204), ACEP(123),RV(39) | 42, 7, 47, 35 | ||
CV | CV | CV(223) | 5717 | RRAB(41), QSO(37), | CV(1264) | 10, 6, 32, 127, |
PCEB(24), YSO(20), | 31, 33, 30 | |||||
EW(16), EA(12) | ||||||
DSCT|GDOR|SXPHE | DSCT, | DSCT(12 294), | 718 199 | EW(3402), | DSCT(12 865), | 35, 42, 41, 10, |
DSCT+GDOR, | DSCT|SXPHE(2609), | RAD_VEL_VAR(1813), | DSCT|SXPHE(4846), | 6, 43, 37 | ||
DSCT|SXPHE, | GDOR(50), SXPHE(4) | RS(1598), ROT(1052), | GDOR(809), DSCT+GDOR(25), | |||
GDOR, SXPHE | CST(602), RRC(525) | SXPHE(13) | ||||
ECL | EA, EB, ECL, EW | EW(300 168), EA(144 524), | 1 634 579 | RS(10 791), RRC(4850), | EA(259 020), EW(176 469), | 52, 50, 10, 35, |
ECL(58 115), EB(16 449) | ROT(3747), BY(2057), | ECL(126 766), EB(4116) | 6, 58 | |||
ELL(1056), RRAB(983) | ||||||
ELL | ELL | ELL(2211) | 59 734 | EW(1519), EA(616) | ELL(22 753) | 52, 10 |
SR(295), RS(210), | ||||||
OSARG(148), ECL(26) | ||||||
EP | EP | EP(101) | 47 | EA(3), CST(2) | EP(890) | 53, 10 |
LPV | LPV, LSP, M, M|SR, | SR(107 327), LPV(76 081), | 1 987 257 | L(6653), | OSARG(197 336), SR(61 361), | 62, 35, 10, 6 |
OSARG, SARG, | OSARG(71 093), | GALAXY(1364), | SRS(6173), LPV(2681), | |||
SR, SRA, SRB, | M|SR(53 568), M(11 703), | ECL(1034), EW(745), | M|SR(1723), M(1038), | |||
SRC, SRD, SRS | SRS(780), SRB(281), | ELL(731), EA(728) | SRB(137), SRA(16), | |||
LSP(9), SRA(1) | SRD(7), SRC(2), LSP(1) | |||||
MICROLENSING (*) | MICROLENSING | MICROLENSING(64) | 185 | ECL(2), LPV(1), | MICROLENSING(49) | 66 |
M|SR(1), SR(1) | ||||||
RCB (*) | RCB | RCB(48) | 51 | LPV(20), M|SR(11), | RCB(22) | 6, 10, 67 |
SR(8), YSO(5), | ||||||
M(3), T2CEP(3) | ||||||
RR | ARRD, RR, RRAB, | RRAB(145 977), | 84 897 | EW(3270), EA(559), | RRAB(67 666), | 42, 128, 10, 17, |
RRC, RRD | RRC(52 042), | ECL(489), ROT(314), | RRC(17 980), RRD(748), | 6, 129 | ||
RRD(3740), RR(4) | RS(165), ACEP(116) | RR(118), ARRD(36) | ||||
RS | RS | RS(23 401) | 652 943 | ROT(23 176), BY(18 737), | RS(54 698) | 35, 10 |
EW(9487), SR(5761), | ||||||
EA(1421), DSCT(792) | ||||||
S | BLAP, S | S(335) | 504 195 | EW(4356), ECL(710), | S(760), BLAP(4) | 88, 10, 89, 130 |
EA(647), GALAXY(244), | ||||||
RRAB(168), CST(106) | ||||||
SDB (*) | V1093HER, | V361HYA(42), | 822 | RAD_VEL_VAR(9), | V361HYA(15), | 6, 10 |
V361HYA | V1093HER(9) | SB(5), EA(3), CST(1), | V1093HER(1) | |||
DSCT(1), ROT(1) | ||||||
SN | SN | SN(373) | 2572 | CV(22), GALAXY(2) | SN(437) | 131, 30 |
SOLAR_LIKE | BY, BY|ROT, | ROT(35 910), BY(15 597), | 1 873 744 | RAD_VEL_VAR(1623), | ROT(164 245), BY(88 230), | 96, 35, 6, 105, |
FLARES, ROT, | SOLAR_LIKE(4849), | CST(1290), EA(167), | SOLAR_LIKE(27 171), UV(973), | 10, 132, 100 | ||
SOLAR_LIKE, UV | FLARES(4), UV(4) | RS(148), EW(119), EP(93) | FLARES(387), BY|ROT(27) | |||
SPB (*) | SPB | SPB(114) | 751 | MCP(111), ACV(110), | SPB(88) | 10, 106, 3, 13 |
CST(44), GCAS(42), | ||||||
ELL(9), SB(9) | ||||||
SYST (*) | SYST, ZAND | SYST(200), | 199 | LPV(77), M|SR(58), | SYST(41), | 133, 107, 10 |
ZAND(19) | SR(48), OSARG(27), | ZAND(8) | ||||
L(6), M(5) | ||||||
WD (*) | EHM_ZZA, | ZZA(179), GWVIR(61), | 602 | CV(12), PCEB(5), | GWVIR(721), ZZA(366), | 112, 134 |
ELM_ZZA, GWVIR, | V777HER(21), | DSCT(4), EW(3), | V777HER(326), | |||
HOT_ZZA, | ZZ(3), ELM_ZZA(2) | ROT(3), CST(2) | PRE_ELM_ZZA(10), | |||
PRE_ELM_ZZA, | ELM_ZZA(7), ZZ(7), | |||||
V777HER, ZZ, ZZA | HOT_ZZA(3) | |||||
YSO | CTTS, DIP, FUOR, | YSO(948), TTS(54), | 70 131 | RS(1542), BY(1435), | YSO(9597), TTS(651), | 121, 6, 10 |
GTTS, HAEBE, | CTTS(34), WTTS(17), | ROT(487), EW(219), | CTTS(209), WTTS(129), | |||
IMTTS, PULS_PMS, | HAEBE(2), | M|SR(143), SR(91) | HAEBE(15), UXOR(11), | |||
TTS, UXOR, | GTTS(1), UXOR(1) | DIP(2), IMTTS(2), | ||||
WTTS, YSO | PULS_PMS(1) | |||||
GALAXY | GALAXY | GALAXY(968 265) | 1 478 607 | QSO(1314), AGN(570), | GALAXY(774 829) | 122 |
RRAB(156), SN(106), | ||||||
RRC(88), CST(19) |
Notes. The literature compilation of Gavras et al. (2023) was adopted as reference by considering the 6.7 million sources in the catalogues flagged by the selection field and the types listed in primary_var_type. The literature variability types that are consistent with ours are indicated in the second column. Results with all classification scores are considered. Classes (see label definitions in Appendix C) and their representation (in parentheses) are listed for true and unknown positives, as well as false positives and negatives (with an indication of the most relevant literature for over 90% of the missed classifications, in decreasing order). Source numbers exclude the training sources of the corresponding class, except for the classes followed by an asterisk (otherwise left with < 12 true positives).
References. See the identifiers up to (122) at the bottom of Table 1, in addition to those beyond (122) as follows: (123) Flesch (2019); (124) Sabogal et al. (2008); (125) Soszyński et al. (2015); (126) Soszyński et al. (2020); (127) Szkody et al. (2020); (128) Soszyński et al. (2014, 2016b); (129) Soszyński et al. (2019); (130) Pietrukowicz et al. (2017); (131) Shappee et al. (2014); Kochanek et al. (2017); (132) Distefano (catalogue GAIA_BY_DISTEFANO_2019 in Gavras et al. 2023); (133) Belczyński et al. (2000); (134) Córsico et al. (2019).
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