{ "edition": "IV \u2014 genderless, even", "model": "grouped non-negative stack of ranks: GEO + ArtaModel IV greedy + ArtaModel IV fixed-cycle", "members": { "GEO": { "what": "plain + geography: older age, younger age, |gap|, start year, birthplaces (older/younger), great-circle distance, order-free extremes, same-place flag, start-is-1-January, missing-place count", "files": [ "geo_lgbm_0.txt", "geo_lgbm_1.txt", "geo_lgbm_2.txt" ], "feature_names": [ "age_older", "age_younger", "age_gap_abs", "start_year", "lat_older", "lon_older", "lat_younger", "lon_younger", "distance_km", "lat_max", "lat_min", "lon_max", "lon_min", "same_place", "start_year_only", "n_missing_places", "start_weekday", "start_month" ], "fitted_on": "train + test rows + a \u00b10.3\u00b0 jittered copy of each (393,716)", "symmetry": "older/younger by age, ties broken by (lat, lon) \u2014 identical from either order" }, "AM_GREEDY": { "F0": -0.32088433382887727, "stages": [ { "stage": 1, "phasor": 7, "step": 0.4, "alpha": -0.3376948209619891, "c": 0.1874793060543171, "w_re": -0.24321451372901814, "w_im": -0.4426184203580808, "b_re": 0.6339725314962403, "b_im": 0.6026368179437613 }, { "stage": 2, "phasor": 7, "step": 0.4, "alpha": -0.44634092077748555, "c": 0.1116560749961018, "w_re": 0.46754000603237206, "w_im": 0.2560313440563457, "b_re": -0.5437361440779536, "b_im": -0.15134405303585938 }, { "stage": 3, "phasor": 22, "step": 0.4, "alpha": 0.5990364962617357, "c": -0.43700987758714416, "w_re": 0.25597078474063595, "w_im": -0.08743030419441683, "b_re": 0.6697145443465238, "b_im": -0.463872964447608 }, { "stage": 4, "phasor": 36, "step": 0.4, "alpha": 0.41293968946185067, "c": -0.2330180996070694, "w_re": -0.4970121903590752, "w_im": 0.04338121336913408, "b_re": -0.5566268431158129, "b_im": 0.38906276077602536 }, { "stage": 5, "phasor": 7, "step": 0.4, "alpha": 0.2936615588993172, "c": -0.23691300248141622, "w_re": 0.2975206451971018, "w_im": 0.427883413802108, "b_re": 0.548867687621452, "b_im": 0.18586220341891332 }, { "stage": 6, "phasor": 22, "step": 0.4, "alpha": -0.3062555862295622, "c": 0.16257361841558501, "w_re": 0.3349140356286359, "w_im": -0.6381250453921768, "b_re": -0.5769516232010882, "b_im": 0.5470333082456773 }, { "stage": 7, "phasor": 36, "step": 0.4, "alpha": -0.4045101103468493, "c": 0.14154005410077078, "w_re": -0.45075487671693676, "w_im": -0.5388790845034184, "b_re": 0.17136323494501599, "b_im": 0.6029890996340981 }, { "stage": 8, "phasor": 7, "step": 0.4, "alpha": -0.4020384992965446, "c": 0.06796408268599309, "w_re": 0.3694786587017068, "w_im": -0.24833504036014573, "b_re": -0.4295237702592611, "b_im": 0.3476143405218012 } ], "inner_auc": null, "labels": [ "a_sun", "a_moon", "a_mercury", "a_venus", "a_mars", "a_jupiter", "a_saturn", "a_uranus", "a_neptune", "a_pluto", "a_true_node", "a_true_south_node", "a_chiron", "a_mean_lilith", "t1_sun", "t1_moon", "t1_mercury", "t1_venus", "t1_mars", "t1_jupiter", "t1_saturn", "t1_uranus", "t1_neptune", "t1_pluto", "t1_true_node", "t1_true_south_node", "t1_chiron", "t1_mean_lilith", "t2_sun", "t2_moon", "t2_mercury", "t2_venus", "t2_mars", "t2_jupiter", "t2_saturn", "t2_uranus", "t2_neptune", "t2_pluto", "t2_true_node", "t2_true_south_node", "t2_chiron", "t2_mean_lilith", "n1_sun", "n1_moon", "n1_mercury", "n1_venus", "n1_mars", "n1_jupiter", "n1_saturn", "n1_uranus", "n1_neptune", "n1_pluto", "n1_true_node", "n1_true_south_node", "n1_chiron", "n1_mean_lilith", "n2_sun", "n2_moon", "n2_mercury", "n2_venus", "n2_mars", "n2_jupiter", "n2_saturn", "n2_uranus", "n2_neptune", "n2_pluto", "n2_true_node", "n2_true_south_node", "n2_chiron", "n2_mean_lilith", "tn_sun", "tn_moon", "tn_mercury", "tn_venus", "tn_mars", "tn_jupiter", "tn_saturn", "tn_uranus", "tn_neptune", "tn_pluto", "tn_true_node", "tn_true_south_node", "tn_chiron", "tn_mean_lilith" ], "fitted_on": "train + test full-chart rows (35,894)" }, "AM_FIXED": { "F0": -0.32088433382887727, "stages": [ { "stage": 1, "phasor": 7, "step": 0.4, "alpha": -0.3376948209619891, "c": 0.1874793060543171, "w_re": -0.24321451372901814, "w_im": -0.4426184203580808, "b_re": 0.6339725314962403, "b_im": 0.6026368179437613 }, { "stage": 2, "phasor": 22, "step": 0.4, "alpha": -0.5207193874852175, "c": 0.20565202906186938, "w_re": 0.5729178181785144, "w_im": 0.2602162619333012, "b_re": -0.5003166184458325, "b_im": -0.45566929765260966 }, { "stage": 3, "phasor": 36, "step": 0.4, "alpha": -0.5526874648533944, "c": 0.19095163628020678, "w_re": -0.6097714390516403, "w_im": -0.04332020140377402, "b_re": 0.577756066924335, "b_im": 0.24685256051497378 } ], "inner_auc": null, "labels": [ "a_sun", "a_moon", "a_mercury", "a_venus", "a_mars", "a_jupiter", "a_saturn", "a_uranus", "a_neptune", "a_pluto", "a_true_node", "a_true_south_node", "a_chiron", "a_mean_lilith", "t1_sun", "t1_moon", "t1_mercury", "t1_venus", "t1_mars", "t1_jupiter", "t1_saturn", "t1_uranus", "t1_neptune", "t1_pluto", "t1_true_node", "t1_true_south_node", "t1_chiron", "t1_mean_lilith", "t2_sun", "t2_moon", "t2_mercury", "t2_venus", "t2_mars", "t2_jupiter", "t2_saturn", "t2_uranus", "t2_neptune", "t2_pluto", "t2_true_node", "t2_true_south_node", "t2_chiron", "t2_mean_lilith", "n1_sun", "n1_moon", "n1_mercury", "n1_venus", "n1_mars", "n1_jupiter", "n1_saturn", "n1_uranus", "n1_neptune", "n1_pluto", "n1_true_node", "n1_true_south_node", "n1_chiron", "n1_mean_lilith", "n2_sun", "n2_moon", "n2_mercury", "n2_venus", "n2_mars", "n2_jupiter", "n2_saturn", "n2_uranus", "n2_neptune", "n2_pluto", "n2_true_node", "n2_true_south_node", "n2_chiron", "n2_mean_lilith", "tn_sun", "tn_moon", "tn_mercury", "tn_venus", "tn_mars", "tn_jupiter", "tn_saturn", "tn_uranus", "tn_neptune", "tn_pluto", "tn_true_node", "tn_true_south_node", "tn_chiron", "tn_mean_lilith" ], "order": [ "a_uranus", "t1_neptune", "t2_neptune", "t1_pluto", "t2_pluto", "t1_uranus", "t2_uranus" ], "fitted_on": "train + test full-chart rows (35,894)" } }, "rank_reference": { "quantiles": [ 0.0, 0.005, 0.01, 0.015, 0.02, 0.025, 0.03, 0.035, 0.04, 0.045, 0.05, 0.055, 0.06, 0.065, 0.07, 0.075, 0.08, 0.085, 0.09, 0.095, 0.1, 0.105, 0.11, 0.115, 0.12, 0.125, 0.13, 0.135, 0.14, 0.145, 0.15, 0.155, 0.16, 0.165, 0.17, 0.17500000000000002, 0.18, 0.185, 0.19, 0.195, 0.2, 0.20500000000000002, 0.21, 0.215, 0.22, 0.225, 0.23, 0.23500000000000001, 0.24, 0.245, 0.25, 0.255, 0.26, 0.265, 0.27, 0.275, 0.28, 0.28500000000000003, 0.29, 0.295, 0.3, 0.305, 0.31, 0.315, 0.32, 0.325, 0.33, 0.335, 0.34, 0.34500000000000003, 0.35000000000000003, 0.355, 0.36, 0.365, 0.37, 0.375, 0.38, 0.385, 0.39, 0.395, 0.4, 0.405, 0.41000000000000003, 0.41500000000000004, 0.42, 0.425, 0.43, 0.435, 0.44, 0.445, 0.45, 0.455, 0.46, 0.465, 0.47000000000000003, 0.47500000000000003, 0.48, 0.485, 0.49, 0.495, 0.5, 0.505, 0.51, 0.515, 0.52, 0.525, 0.53, 0.535, 0.54, 0.545, 0.55, 0.555, 0.56, 0.5650000000000001, 0.5700000000000001, 0.5750000000000001, 0.58, 0.585, 0.59, 0.595, 0.6, 0.605, 0.61, 0.615, 0.62, 0.625, 0.63, 0.635, 0.64, 0.645, 0.65, 0.655, 0.66, 0.665, 0.67, 0.675, 0.68, 0.685, 0.6900000000000001, 0.6950000000000001, 0.7000000000000001, 0.705, 0.71, 0.715, 0.72, 0.725, 0.73, 0.735, 0.74, 0.745, 0.75, 0.755, 0.76, 0.765, 0.77, 0.775, 0.78, 0.785, 0.79, 0.795, 0.8, 0.805, 0.81, 0.8150000000000001, 0.8200000000000001, 0.8250000000000001, 0.8300000000000001, 0.835, 0.84, 0.845, 0.85, 0.855, 0.86, 0.865, 0.87, 0.875, 0.88, 0.885, 0.89, 0.895, 0.9, 0.905, 0.91, 0.915, 0.92, 0.925, 0.93, 0.935, 0.9400000000000001, 0.9450000000000001, 0.9500000000000001, 0.9550000000000001, 0.96, 0.965, 0.97, 0.975, 0.98, 0.985, 0.99, 0.995, 1.0 ], "GEO": [ 0.006913272871449404, 0.010521927907032385, 0.017432710503627876, 0.021971080432074772, 0.025982452249211987, 0.03843630234194731, 0.05128599742667232, 0.06411001289634158, 0.07886289686803898, 0.09554327615433172, 0.11044582796954489, 0.1245084847338069, 0.1386037646366576, 0.15301423234488212, 0.1662443433734935, 0.17683474228464927, 0.18567119643333654, 0.1981245059207854, 0.2069832068153778, 0.21427452757062876, 0.2211752045110846, 0.2298731966727954, 0.2360590006628064, 0.24253109853967647, 0.24898871790864957, 0.2574874774344904, 0.26209270002864493, 0.26784876660769447, 0.27243928859865735, 0.2757993648766264, 0.2802250614917765, 0.28346182244372614, 0.2873396459289831, 0.2905743785641824, 0.2935972034250351, 0.2979546150206091, 0.30088721421194037, 0.3044705328236917, 0.3080597062456377, 0.31111435578695756, 0.3136495298123036, 0.31648667471247555, 0.31866552158616673, 0.3213704244389614, 0.32382036100331674, 0.3259043513783749, 0.32888306227659997, 0.3322828872521735, 0.33478104715091234, 0.3367251694349364, 0.3397663823618785, 0.34164031495415237, 0.34425475035029174, 0.3458603829257429, 0.3490394022507366, 0.351250436547558, 0.35380027079800264, 0.3563740574886468, 0.35908136498198007, 0.3616758222841481, 0.3639203739852494, 0.36641891126585463, 0.36825917831143523, 0.3703655751512612, 0.3723896303932176, 0.37514575829224095, 0.3777138574863825, 0.3796395768840269, 0.3809827849496372, 0.3832203991920498, 0.38491704937618637, 0.38730289960503694, 0.3896066405704455, 0.39211580197611773, 0.39420050159763714, 0.39603231603513195, 0.39806728777046874, 0.4003258649473218, 0.4024425155746257, 0.404597532780032, 0.4062878277832587, 0.408486672342627, 0.4108910473554381, 0.4130840953384317, 0.4157261057255928, 0.41736301030122963, 0.4197110788315401, 0.4217904286369028, 0.42358824208119045, 0.42477944157408454, 0.42602911874243216, 0.4279685112149971, 0.4298996321596881, 0.43157772524579774, 0.43315418022915125, 0.43475703065491417, 0.4363989547959423, 0.4378347458354386, 0.43941357624543753, 0.4407698748334737, 0.4426391211049754, 0.44445744152674477, 0.4454724055155614, 0.44693804973710743, 0.4486060702288222, 0.4506183189546091, 0.4519141808967848, 0.4535657697304764, 0.45531758025453306, 0.4567745317656557, 0.4586139945329933, 0.4604819622608672, 0.4624064655082171, 0.46391589145301587, 0.46536326806553857, 0.4668634308026278, 0.4686724573151632, 0.47026402513908033, 0.47197588608973007, 0.47404057426564733, 0.47551769425494905, 0.47753998575935014, 0.47900176970153424, 0.48078095997263576, 0.4831992947601016, 0.48480971006817003, 0.48669506409732993, 0.4885053867923994, 0.4910287962000111, 0.4928768730468846, 0.4945728712847244, 0.49678216542166936, 0.49880933780406084, 0.5003287963954394, 0.5021864297563144, 0.5037563090465602, 0.5059552916124482, 0.5078139086648507, 0.5099789241606252, 0.5121621112384177, 0.5138475754214405, 0.5153526555275648, 0.5173715887848964, 0.5194267103178675, 0.5210870936138616, 0.5231486381445144, 0.5257527862280496, 0.5271972311179126, 0.5297723931186873, 0.5323594676561085, 0.5341059312054954, 0.5362359940211464, 0.5383551608758781, 0.54031665844316, 0.5427443597921888, 0.5447700205643082, 0.5469444396843476, 0.5486753078266539, 0.5513292189776524, 0.5544572682031577, 0.5563003195258228, 0.5586943035709749, 0.5608788091714048, 0.5635211244243078, 0.5656936692586126, 0.5678064066479375, 0.5696128072441119, 0.5712952056052951, 0.5739853317833687, 0.5769334310586368, 0.5790859505739521, 0.5812263660223614, 0.5838546239625378, 0.5873818037442188, 0.5897168527346843, 0.5920844266583635, 0.5946572816944264, 0.5972682024446055, 0.6000162291819117, 0.6028865459687814, 0.6062936712340593, 0.6089862117132805, 0.6130243429119221, 0.6152376139878898, 0.6182251050180596, 0.6213955115181514, 0.6247070196059107, 0.627575139692287, 0.6308095797138655, 0.6336086665600755, 0.6385052097992436, 0.6417355573892237, 0.6466548447155609, 0.6519118630773318, 0.6581076960613654, 0.6658130617210753, 0.6734398486469425, 0.6821999204881845, 0.6903197914840303, 0.7074505584113576, 0.8182268090163412 ], "AM_GREEDY": [ -1.3205108501619847, -1.0041569288787995, -0.9421640985209752, -0.9108720916629958, -0.8805457166248228, -0.8549880603377625, -0.8271992794007266, -0.7962340213701488, -0.7793216084263833, -0.7577555691415724, -0.7404390192548661, -0.720720814861357, -0.7030002800141256, -0.6844725782930299, -0.6724333929719514, -0.6563591338070544, -0.6418959176422449, -0.6275497305325902, -0.614349502582758, -0.6013207379359173, -0.5931210857122328, -0.578606066912056, -0.5687536958654935, -0.5597847892498382, -0.5509882195026604, -0.5433149720318543, -0.5357773436539571, -0.5258539012190798, -0.5185141721629287, -0.5116244477618189, -0.5053257198501145, -0.497892557878059, -0.4911772633241255, -0.4845948419025868, -0.4780123481239426, -0.4721413076133428, -0.46491922889360543, -0.4588097900389938, -0.4527182807045245, -0.4469281139206777, -0.44029075440555804, -0.43534414596610105, -0.4302665007930714, -0.42550220751790085, -0.4189723165770285, -0.4153644624508289, -0.4113500817885448, -0.4072056612075271, -0.40378570583349216, -0.3995882466295672, -0.39564664554730616, -0.39138557195030094, -0.3872264560358562, -0.3821535265836669, -0.3781182167110346, -0.37478949091817737, -0.3720155597768711, -0.3684783267770344, -0.36540901496619504, -0.3611467911439354, -0.3580465432501802, -0.35498267037516873, -0.3511570499031965, -0.3477352494252278, -0.3447132043222438, -0.3425629542455028, -0.3396581125193903, -0.33676046212294314, -0.33433040721509893, -0.33171204457004067, -0.32881826984795326, -0.32604118619339956, -0.3239908657494657, -0.32121007237173377, -0.31803103671394295, -0.3151420980798851, -0.3126120683563423, -0.3106080903069213, -0.3087208082600632, -0.30592804935575796, -0.30389903882995445, -0.3025769142967587, -0.3001122929630943, -0.2981663135022613, -0.2958530700593529, -0.293742024318197, -0.2921760668291662, -0.290925674710342, -0.2890560386418439, -0.2872068944240543, -0.2854224450957358, -0.28371983891307906, -0.28215695579343486, -0.2808990861916441, -0.27979352972169, -0.2786868000253699, -0.27726950984193266, -0.27526993676012246, -0.27399597789737407, -0.2724549619113009, -0.27099425864486626, -0.2696194054222247, -0.26817213413733565, -0.267093384677856, -0.2654806872197129, -0.264266584338725, -0.2628222563449039, -0.26191828496367275, -0.2605542448990662, -0.2595198761610245, -0.25817756072409037, -0.25725925494545854, -0.25609383547261827, -0.2549150418591246, -0.253709812746634, -0.25314218968794006, -0.25243298461182384, -0.2514315439793563, -0.2501960532151788, -0.24918373455829573, -0.24835244743036128, -0.24716864197939206, -0.2463173037397145, -0.24517091476764918, -0.24421998716650567, -0.24354091567974936, -0.24261103329766887, -0.24183583949720058, -0.24099523458953334, -0.24028420435562978, -0.23963893901998481, -0.23886776642707144, -0.2382121083297919, -0.23732574595012287, -0.23612136997311706, -0.23526462238024118, -0.23441963561794987, -0.2336958194218948, -0.23305047655069286, -0.2322121250113868, -0.23159347874075617, -0.23095947579896844, -0.2304950124692746, -0.22995932065451238, -0.2293742380336353, -0.22881917068893615, -0.22829855703317536, -0.2275876540897722, -0.22685425238549542, -0.22610114832919653, -0.22558334856687912, -0.2249560465278932, -0.22434158618301328, -0.22384287837636596, -0.223330158088311, -0.22279475265549872, -0.22227679382078702, -0.22180729377150982, -0.2136588059353889, -0.20346164692658714, -0.19497269763222047, -0.18579143779973575, -0.17729160676664152, -0.16937100410306105, -0.16197696463085043, -0.1546042503074948, -0.14775725104309584, -0.1409810538156795, -0.13603250514996293, -0.13086857724679873, -0.1254049851067388, -0.12004679050259583, -0.11480501952811159, -0.10952476235242789, -0.10403727451400108, -0.09929829537201375, -0.09418217404723171, -0.08842701886178131, -0.08335059435052575, -0.07930401050265286, -0.07530794356989803, -0.07019676188364646, -0.06594590756018485, -0.061269831710332394, -0.05695524334398717, -0.05325330909895849, -0.0495590350086045, -0.04488140645501275, -0.04085264804819716, -0.03658493536664498, -0.032659867689721137, -0.0281157333596679, -0.023071036100595858, -0.01880620841261058, -0.011467999653440867, -0.007818704603232033, -0.0016940156243354515, 0.0065558511738080215, 0.01471646216006183, 0.027657730549579703, 0.08285085492001593 ], "AM_FIXED": [ -0.8456658532563975, -0.6949972402744292, -0.6317924252402076, -0.5960719803591344, -0.5565013735210735, -0.5328248619856897, -0.5244491987817956, -0.5144916657779723, -0.5039098406536369, -0.4927463089744633, -0.48422907688750816, -0.4754168513088867, -0.46906531255475997, -0.46227755776109336, -0.4567743654311398, -0.45099946085629267, -0.4454779183092233, -0.4411063888413298, -0.4359890323007902, -0.43113159532183315, -0.42555894430498065, -0.4214729911066741, -0.41700752761660753, -0.4144623053058562, -0.40926185842723856, -0.4056184875824262, -0.40252914003560303, -0.3995853109119786, -0.3969169361408867, -0.39432790061299067, -0.3912271506339057, -0.38847134381303766, -0.3859125466994669, -0.38335160405120466, -0.381013566498004, -0.3785746684137355, -0.3764831125612473, -0.3741403603887917, -0.37194567340336593, -0.3698134163091122, -0.3679175258040157, -0.36570342594594957, -0.3642998843416434, -0.3623530738609496, -0.3606498894559878, -0.358624747196905, -0.35690930140316746, -0.3554230366926345, -0.353935070770653, -0.35262882933389683, -0.3512946495901031, -0.34991076607454913, -0.34856721098171006, -0.34673340273235914, -0.34524271399052686, -0.34382063439523397, -0.3430057539713945, -0.34183790359995647, -0.3403898937639184, -0.33903304403478224, -0.3378099789652305, -0.3368852107947495, -0.3354277268871099, -0.3343694792281055, -0.33333960744955543, -0.3323759791043472, -0.33138788853892187, -0.3305262071420632, -0.3296797839462504, -0.3286700885240855, -0.32771644318553766, -0.32714093071098255, -0.3260979903979929, -0.3250767550741307, -0.32420365580125565, -0.32351718116186895, -0.3228155589492711, -0.32212563497910096, -0.3211431698541842, -0.3205983017599226, -0.3198767102319001, -0.31918673806736136, -0.31828739314362586, -0.31768006524650033, -0.3170415164462999, -0.316608440789286, -0.31600709057229404, -0.31539014765082796, -0.31474667839430887, -0.31422239287720505, -0.31371441908877024, -0.3132763760864393, -0.31289781454649834, -0.3124686543162527, -0.31190562224817153, -0.31130838936757654, -0.3108237971155024, -0.31027556005855056, -0.30988058793195056, -0.3093370796102442, -0.3089110309125706, -0.30854513993702737, -0.3079950392849323, -0.3075448904726379, -0.30715185205337914, -0.30674669195533083, -0.3063641960818693, -0.3059090798713832, -0.30564616440861664, -0.3052036113706947, -0.30475162415580326, -0.3044017248981601, -0.30418670061384945, -0.3039039619025844, -0.30360148145003224, -0.30324076327324717, -0.30287947093191986, -0.30258907120294026, -0.30219358510660893, -0.30186809165367356, -0.30150456980767465, -0.30123411371023867, -0.30093352683010755, -0.3006923137064026, -0.3004598066754017, -0.30020478653644006, -0.29998509343462604, -0.2997437623897424, -0.2994760439997792, -0.2992166652373361, -0.2988482262654641, -0.29853473589486673, -0.29828754536656304, -0.29798026456911025, -0.2977695391925532, -0.29748183394430994, -0.29723812917706793, -0.2970379404707912, -0.29686582862231337, -0.2966986192322115, -0.2964925503225897, -0.2963172627271645, -0.29611801248798486, -0.29588010690494765, -0.2955933255506107, -0.2953458048539656, -0.29516662454179393, -0.29493507430277127, -0.29473890060386937, -0.2945556905506928, -0.2943988058922422, -0.2941902259902521, -0.2940383776468646, -0.2914853262545533, -0.2866590229533158, -0.2804886510602516, -0.2742027931831893, -0.26834300677185896, -0.26359091078872166, -0.2598670026587419, -0.2558810743941832, -0.25195112139303383, -0.24823573154210893, -0.2443785180774634, -0.24128761482438332, -0.23840771409267228, -0.23547997420652342, -0.23248090432192534, -0.22865557462370598, -0.225979655108728, -0.22288973422815694, -0.21954973766746685, -0.21697023907785484, -0.2143149560262177, -0.21206617087146953, -0.20945684194415948, -0.20700087697664443, -0.20477322806738502, -0.20271966550865872, -0.20031301466055287, -0.1978484812064158, -0.1957613464563549, -0.19390054230880777, -0.19232819221378009, -0.1898328922362551, -0.18818571829330577, -0.1860400559662708, -0.18385987714737087, -0.18227232649167152, -0.18039374775606407, -0.17830970689370895, -0.1760113161161982, -0.17334031031680305, -0.1710081539047637, -0.16839533067360996, -0.16517832897595222, -0.16268620413126883, -0.15961073215093907, -0.15552827713170767, -0.14986900443173945, -0.1255956531056165 ] }, "stacker": { "groups": { "0": "wedding-sky clocks exist (t1/t2 Uranus)", "1": "synastry only (a Uranus)", "2": "wedding sky only" }, "weights": { "0": { "w": [ 2.0584983041343254, 0.18896591382489294, 0.4678732138937597 ], "b": 0.06665233764199774, "n_fit": 10620 }, "1": { "w": [ 1.5481887598143498, 0.3347197374457492, 0.0 ], "b": -0.533994986643654, "n_fit": 4698 }, "2": { "w": [ 1.7511274341966216, 0.0, 0.42574597994451 ], "b": 0.2597240660575039, "n_fit": 38116 } }, "note": "logit = \u03a3 w\u00b7(rank \u2212 0.5) + b per group; member absent \u2192 rank term 0; weights fitted on forward-chained train OOF (later > 1867, recency-weighted, L2 1e-3); the two orders of a pair are averaged" }, "phase_convention": { "zodiac": "sidereal, Lahiri", "engine": "Kerykeion 5.12.9", "birth_time": "09:00 local", "wedding_time": "12:00 UT", "even": "|\u0394\u03b8| in [0\u00b0,180\u00b0]" }, "scores": { "public_board": 0.64303, "held_out_submitted": 0.6448, "held_out_scorer_path": 0.6981671903580872 }, "terms": { "a": "|\u03b81 \u2212 \u03b82|: the absolute synastry angle between the two natal charts (even under swap)", "t1": "|\u03b8t \u2212 \u03b81|: the wedding sky to partner 1's natal longitude", "t2": "|\u03b8t \u2212 \u03b82|: the wedding sky to partner 2's natal longitude", "n1": "partner 1's own natal longitude", "n2": "partner 2's own natal longitude", "tn": "the wedding-day longitude itself" }, "bodies": [ "sun", "moon", "mercury", "venus", "mars", "jupiter", "saturn", "uranus", "neptune", "pluto", "true_node", "true_south_node", "chiron", "mean_lilith" ] }