| { |
| "members": [ |
| "phasor a_sun", |
| "phasor a_moon", |
| "phasor a_mercury", |
| "phasor a_venus", |
| "phasor a_mars", |
| "phasor a_jupiter", |
| "phasor a_saturn", |
| "phasor a_uranus", |
| "phasor a_neptune", |
| "phasor a_pluto", |
| "phasor a_true_node", |
| "phasor a_true_south_node", |
| "phasor a_chiron", |
| "phasor a_mean_lilith", |
| "phasor m_sun", |
| "phasor m_moon", |
| "phasor m_mercury", |
| "phasor m_venus", |
| "phasor m_mars", |
| "phasor m_jupiter", |
| "phasor m_saturn", |
| "phasor m_uranus", |
| "phasor m_neptune", |
| "phasor m_pluto", |
| "phasor m_true_node", |
| "phasor m_true_south_node", |
| "phasor m_chiron", |
| "phasor m_mean_lilith", |
| "phasor d_sun", |
| "phasor d_moon", |
| "phasor d_mercury", |
| "phasor d_venus", |
| "phasor d_mars", |
| "phasor d_jupiter", |
| "phasor d_saturn", |
| "phasor d_uranus", |
| "phasor d_neptune", |
| "phasor d_pluto", |
| "phasor d_true_node", |
| "phasor d_true_south_node", |
| "phasor d_chiron", |
| "phasor d_mean_lilith", |
| "phasor mn_sun", |
| "phasor mn_moon", |
| "phasor mn_mercury", |
| "phasor mn_venus", |
| "phasor mn_mars", |
| "phasor mn_jupiter", |
| "phasor mn_saturn", |
| "phasor mn_uranus", |
| "phasor mn_neptune", |
| "phasor mn_pluto", |
| "phasor mn_true_node", |
| "phasor mn_true_south_node", |
| "phasor mn_chiron", |
| "phasor mn_mean_lilith", |
| "phasor dn_sun", |
| "phasor dn_moon", |
| "phasor dn_mercury", |
| "phasor dn_venus", |
| "phasor dn_mars", |
| "phasor dn_jupiter", |
| "phasor dn_saturn", |
| "phasor dn_uranus", |
| "phasor dn_neptune", |
| "phasor dn_pluto", |
| "phasor dn_true_node", |
| "phasor dn_true_south_node", |
| "phasor dn_chiron", |
| "phasor dn_mean_lilith", |
| "phasor tn_sun", |
| "phasor tn_moon", |
| "phasor tn_mercury", |
| "phasor tn_venus", |
| "phasor tn_mars", |
| "phasor tn_jupiter", |
| "phasor tn_saturn", |
| "phasor tn_uranus", |
| "phasor tn_neptune", |
| "phasor tn_pluto", |
| "phasor tn_true_node", |
| "phasor tn_true_south_node", |
| "phasor tn_chiron", |
| "phasor tn_mean_lilith", |
| "phasor c_sun", |
| "phasor c_moon", |
| "phasor c_mercury", |
| "phasor c_venus", |
| "phasor c_mars", |
| "phasor c_jupiter", |
| "phasor c_saturn", |
| "phasor c_uranus", |
| "phasor c_neptune", |
| "phasor c_pluto", |
| "phasor c_true_node", |
| "phasor c_true_south_node", |
| "phasor c_chiron", |
| "phasor c_mean_lilith", |
| "phasor mw_sun", |
| "phasor mw_moon", |
| "phasor mw_mercury", |
| "phasor mw_venus", |
| "phasor mw_mars", |
| "phasor mw_jupiter", |
| "phasor mw_saturn", |
| "phasor mw_uranus", |
| "phasor mw_neptune", |
| "phasor mw_pluto", |
| "phasor mw_true_node", |
| "phasor mw_true_south_node", |
| "phasor mw_chiron", |
| "phasor mw_mean_lilith", |
| "phasor dw_sun", |
| "phasor dw_moon", |
| "phasor dw_mercury", |
| "phasor dw_venus", |
| "phasor dw_mars", |
| "phasor dw_jupiter", |
| "phasor dw_saturn", |
| "phasor dw_uranus", |
| "phasor dw_neptune", |
| "phasor dw_pluto", |
| "phasor dw_true_node", |
| "phasor dw_true_south_node", |
| "phasor dw_chiron", |
| "phasor dw_mean_lilith", |
| "SUM term a over 14 bodies", |
| "SUM term m over 14 bodies", |
| "SUM term d over 14 bodies", |
| "SUM term mn over 14 bodies", |
| "SUM term dn over 14 bodies", |
| "SUM term tn over 14 bodies", |
| "SUM term c over 14 bodies", |
| "SUM term mw over 14 bodies", |
| "SUM term dw over 14 bodies", |
| "SUM 3-term over all bodies", |
| "SUM 6-term over all bodies", |
| "SUM 9-term over all bodies", |
| "ASPECTS synastry grid", |
| "ASPECTS wedding\u2192mom grid", |
| "ASPECTS wedding\u2192dad grid", |
| "BOOST6 full-chart rows (deployed construction)", |
| "BOOST6 any-phasor rows", |
| "BOOST9 any-phasor rows", |
| "FIELD on the deployed model's 6 phasors", |
| "PLAIN LightGBM (two ages, gap, year)" |
| ], |
| "runs": { |
| "lam0.001_recency": { |
| "rows": [ |
| { |
| "subset": "plain alone", |
| "k": 1, |
| "nonzero": 1, |
| "fit_auc": 0.6393792532717689, |
| "last_block_auc": 0.6395939656208961, |
| "held": 0.605483257148816, |
| "age_cell": 0.5112588623650318 |
| }, |
| { |
| "subset": "deployed alone", |
| "k": 1, |
| "nonzero": 1, |
| "fit_auc": 0.5358539796325291, |
| "last_block_auc": 0.5031874746567307, |
| "held": 0.6234865602305786, |
| "age_cell": 0.5700858592428776 |
| }, |
| { |
| "subset": "deployed + plain", |
| "k": 2, |
| "nonzero": 2, |
| "fit_auc": 0.6388396707451167, |
| "last_block_auc": 0.6337357436775878, |
| "held": 0.6114375927505639, |
| "age_cell": 0.524562573175491 |
| }, |
| { |
| "subset": "deployed + stable field + plain", |
| "k": 3, |
| "nonzero": 3, |
| "fit_auc": 0.6407744795274845, |
| "last_block_auc": 0.6378118350494841, |
| "held": 0.6156652856425974, |
| "age_cell": 0.5353884805515806 |
| }, |
| { |
| "subset": "deployed + plain + 6 strongest", |
| "k": 8, |
| "nonzero": 4, |
| "fit_auc": 0.6426708693775229, |
| "last_block_auc": 0.6445312767988711, |
| "held": 0.618053080868934, |
| "age_cell": 0.5431410173019383 |
| }, |
| { |
| "subset": "per-phasor (126) + plain", |
| "k": 127, |
| "nonzero": 21, |
| "fit_auc": 0.6412950099759352, |
| "last_block_auc": 0.6459850732431766, |
| "held": 0.6087292646299372, |
| "age_cell": 0.5213835046181865 |
| }, |
| { |
| "subset": "sums (12) + plain", |
| "k": 13, |
| "nonzero": 4, |
| "fit_auc": 0.6430861182427232, |
| "last_block_auc": 0.6466639027533397, |
| "held": 0.6156602348212328, |
| "age_cell": 0.5380471900611422 |
| }, |
| { |
| "subset": "aspect grids (3) + plain", |
| "k": 4, |
| "nonzero": 1, |
| "fit_auc": 0.6393792532717689, |
| "last_block_auc": 0.6395939656208961, |
| "held": 0.605483257148816, |
| "age_cell": 0.5112588623650318 |
| }, |
| { |
| "subset": "boosted (3) + field + plain", |
| "k": 5, |
| "nonzero": 4, |
| "fit_auc": 0.6406121463991511, |
| "last_block_auc": 0.6378708038496855, |
| "held": 0.6155644246251941, |
| "age_cell": 0.5361446272928321 |
| }, |
| { |
| "subset": "all 146 members, no plain", |
| "k": 145, |
| "nonzero": 28, |
| "fit_auc": 0.5999128662038403, |
| "last_block_auc": 0.6174131549576399, |
| "held": 0.6112978015561814, |
| "age_cell": 0.5582964745674516 |
| }, |
| { |
| "subset": "ALL 147 (everything)", |
| "k": 146, |
| "nonzero": 23, |
| "fit_auc": 0.6446474181550831, |
| "last_block_auc": 0.6483744718760572, |
| "held": 0.617425380330734, |
| "age_cell": 0.539856250813061 |
| } |
| ], |
| "monotone_fit": true, |
| "monotone_held": false, |
| "weights": { |
| "phasor a_sun": 0.05041360435196453, |
| "phasor a_mercury": 0.1719920845653516, |
| "phasor a_true_node": 0.05258006538261151, |
| "phasor a_true_south_node": 0.0525800653826115, |
| "phasor a_chiron": 0.11840215430990561, |
| "phasor m_sun": 0.27633385620377365, |
| "phasor d_jupiter": 0.06750232958040957, |
| "phasor mn_sun": 0.03883701703260818, |
| "phasor mn_true_node": 0.010529717009968721, |
| "phasor mn_true_south_node": 0.004683693960719296, |
| "phasor dn_mercury": 0.19258353184474553, |
| "phasor tn_mars": 0.08040511135486242, |
| "phasor tn_saturn": 0.12385068368530254, |
| "phasor c_sun": 0.032868112189094974, |
| "phasor c_mercury": 0.17190608072605476, |
| "phasor mw_sun": 0.024508607504460187, |
| "phasor mw_true_south_node": 0.025369140871355396, |
| "phasor mw_chiron": 0.02028651285904261, |
| "SUM term dw over 14 bodies": 0.24902716525967744, |
| "SUM 3-term over all bodies": 0.6297075923889728, |
| "BOOST6 full-chart rows (deployed construction)": 0.0624402268255761, |
| "FIELD on the deployed model's 6 phasors": 0.36030623004101586, |
| "PLAIN LightGBM (two ages, gap, year)": 1.4309943711497481 |
| } |
| }, |
| "lam0.001_uniform": { |
| "rows": [ |
| { |
| "subset": "plain alone", |
| "k": 1, |
| "nonzero": 1, |
| "fit_auc": 0.6393792532717689, |
| "last_block_auc": 0.6395939656208961, |
| "held": 0.605483257148816, |
| "age_cell": 0.5112588623650318 |
| }, |
| { |
| "subset": "deployed alone", |
| "k": 1, |
| "nonzero": 1, |
| "fit_auc": 0.5358539796325291, |
| "last_block_auc": 0.5031874746567307, |
| "held": 0.6234865602305786, |
| "age_cell": 0.5700858592428776 |
| }, |
| { |
| "subset": "deployed + plain", |
| "k": 2, |
| "nonzero": 2, |
| "fit_auc": 0.6383645896962575, |
| "last_block_auc": 0.6320806679646273, |
| "held": 0.6126988216977691, |
| "age_cell": 0.5267375113828542 |
| }, |
| { |
| "subset": "deployed + stable field + plain", |
| "k": 3, |
| "nonzero": 3, |
| "fit_auc": 0.6404621227779412, |
| "last_block_auc": 0.6359696298718204, |
| "held": 0.6164295914724729, |
| "age_cell": 0.536193410953558 |
| }, |
| { |
| "subset": "deployed + plain + 6 strongest", |
| "k": 8, |
| "nonzero": 4, |
| "fit_auc": 0.6423895417533374, |
| "last_block_auc": 0.6428909150766229, |
| "held": 0.6185159692207608, |
| "age_cell": 0.5434703070118382 |
| }, |
| { |
| "subset": "per-phasor (126) + plain", |
| "k": 127, |
| "nonzero": 24, |
| "fit_auc": 0.6413385749641387, |
| "last_block_auc": 0.6442574431128233, |
| "held": 0.6078804935258572, |
| "age_cell": 0.5203956354884871 |
| }, |
| { |
| "subset": "sums (12) + plain", |
| "k": 13, |
| "nonzero": 5, |
| "fit_auc": 0.6428574437889916, |
| "last_block_auc": 0.6459197855512583, |
| "held": 0.6152036405698756, |
| "age_cell": 0.5369414270846884 |
| }, |
| { |
| "subset": "aspect grids (3) + plain", |
| "k": 4, |
| "nonzero": 1, |
| "fit_auc": 0.6393792532717689, |
| "last_block_auc": 0.6395939656208961, |
| "held": 0.605483257148816, |
| "age_cell": 0.5112588623650318 |
| }, |
| { |
| "subset": "boosted (3) + field + plain", |
| "k": 5, |
| "nonzero": 4, |
| "fit_auc": 0.6404437688656708, |
| "last_block_auc": 0.6360091229450513, |
| "held": 0.6164187904852472, |
| "age_cell": 0.536417002731885 |
| }, |
| { |
| "subset": "all 146 members, no plain", |
| "k": 145, |
| "nonzero": 29, |
| "fit_auc": 0.5993629632709744, |
| "last_block_auc": 0.6117022760286885, |
| "held": 0.6112651654796718, |
| "age_cell": 0.5595038701704176 |
| }, |
| { |
| "subset": "ALL 147 (everything)", |
| "k": 146, |
| "nonzero": 26, |
| "fit_auc": 0.6443952635393324, |
| "last_block_auc": 0.645435307096332, |
| "held": 0.617826570956969, |
| "age_cell": 0.5407872056719136 |
| } |
| ], |
| "monotone_fit": true, |
| "monotone_held": false, |
| "weights": { |
| "phasor a_sun": 0.015498315578305215, |
| "phasor a_mercury": 0.14559122369000121, |
| "phasor a_true_node": 0.04347431835338287, |
| "phasor a_true_south_node": 0.04347431835338286, |
| "phasor a_chiron": 0.06962158386553245, |
| "phasor m_sun": 0.2168073368091478, |
| "phasor m_mars": 0.006572852017759439, |
| "phasor d_jupiter": 0.04838496909739737, |
| "phasor mn_sun": 0.007720183912167371, |
| "phasor mn_saturn": 0.018107853754199193, |
| "phasor mn_true_node": 0.009198817080532619, |
| "phasor dn_mercury": 0.20242131442126532, |
| "phasor tn_mars": 0.033659986548072736, |
| "phasor tn_saturn": 0.09443161614749519, |
| "phasor c_sun": 0.03202526440748574, |
| "phasor c_mercury": 0.14732499693142614, |
| "phasor mw_sun": 0.038982746929317046, |
| "phasor mw_moon": 0.015470386644823813, |
| "phasor mw_mars": 0.014300729727616156, |
| "phasor mw_true_south_node": 0.012659861618480298, |
| "phasor dw_saturn": 0.02074446415982333, |
| "SUM term dw over 14 bodies": 0.2379662680464991, |
| "SUM 3-term over all bodies": 0.6067840955742669, |
| "BOOST6 full-chart rows (deployed construction)": 0.11832468906569861, |
| "FIELD on the deployed model's 6 phasors": 0.3772456225864778, |
| "PLAIN LightGBM (two ages, gap, year)": 1.4472357793761363 |
| } |
| }, |
| "lam0.01_recency": { |
| "rows": [ |
| { |
| "subset": "plain alone", |
| "k": 1, |
| "nonzero": 1, |
| "fit_auc": 0.6393792532717689, |
| "last_block_auc": 0.6395939656208961, |
| "held": 0.605483257148816, |
| "age_cell": 0.5112588623650318 |
| }, |
| { |
| "subset": "deployed alone", |
| "k": 1, |
| "nonzero": 1, |
| "fit_auc": 0.5358539796325291, |
| "last_block_auc": 0.5031874746567307, |
| "held": 0.6234865602305786, |
| "age_cell": 0.5700858592428776 |
| }, |
| { |
| "subset": "deployed + plain", |
| "k": 2, |
| "nonzero": 2, |
| "fit_auc": 0.6386436905460249, |
| "last_block_auc": 0.6330023911588956, |
| "held": 0.6120056158917179, |
| "age_cell": 0.5255341810849486 |
| }, |
| { |
| "subset": "deployed + stable field + plain", |
| "k": 3, |
| "nonzero": 3, |
| "fit_auc": 0.6402074810786917, |
| "last_block_auc": 0.6352644415562094, |
| "held": 0.6160066434618983, |
| "age_cell": 0.5352299336542214 |
| }, |
| { |
| "subset": "deployed + plain + 6 strongest", |
| "k": 8, |
| "nonzero": 8, |
| "fit_auc": 0.6410357718407999, |
| "last_block_auc": 0.6405227298659348, |
| "held": 0.6169274470491314, |
| "age_cell": 0.5416734421751008 |
| }, |
| { |
| "subset": "per-phasor (126) + plain", |
| "k": 127, |
| "nonzero": 30, |
| "fit_auc": 0.6383343747441385, |
| "last_block_auc": 0.6432890955246721, |
| "held": 0.6105108058826373, |
| "age_cell": 0.5268554052296084 |
| }, |
| { |
| "subset": "sums (12) + plain", |
| "k": 13, |
| "nonzero": 7, |
| "fit_auc": 0.6373494337970501, |
| "last_block_auc": 0.633571655600181, |
| "held": 0.6070566657088238, |
| "age_cell": 0.5287457720827371 |
| }, |
| { |
| "subset": "aspect grids (3) + plain", |
| "k": 4, |
| "nonzero": 1, |
| "fit_auc": 0.6393792532717689, |
| "last_block_auc": 0.6395939656208961, |
| "held": 0.605483257148816, |
| "age_cell": 0.5112588623650318 |
| }, |
| { |
| "subset": "boosted (3) + field + plain", |
| "k": 5, |
| "nonzero": 5, |
| "fit_auc": 0.6357455379819229, |
| "last_block_auc": 0.6339367972715386, |
| "held": 0.614598396760512, |
| "age_cell": 0.5428605112527644 |
| }, |
| { |
| "subset": "all 146 members, no plain", |
| "k": 145, |
| "nonzero": 39, |
| "fit_auc": 0.5917018038890183, |
| "last_block_auc": 0.6001817403527675, |
| "held": 0.6063089887369791, |
| "age_cell": 0.5537636594250033 |
| }, |
| { |
| "subset": "ALL 147 (everything)", |
| "k": 146, |
| "nonzero": 34, |
| "fit_auc": 0.6365319769857007, |
| "last_block_auc": 0.6372692453582324, |
| "held": 0.6156697925293534, |
| "age_cell": 0.5460761675556134 |
| } |
| ], |
| "monotone_fit": false, |
| "monotone_held": false, |
| "weights": { |
| "phasor a_sun": 0.02429867986521073, |
| "phasor a_mercury": 0.04356182149336165, |
| "phasor a_saturn": 0.007737019649669585, |
| "phasor a_true_node": 0.037722617199855035, |
| "phasor a_true_south_node": 0.037722617199855035, |
| "phasor a_chiron": 0.059604718061897155, |
| "phasor m_sun": 0.0530749977057453, |
| "phasor m_uranus": 0.00032538170660601125, |
| "phasor d_jupiter": 0.0209629496921914, |
| "phasor d_saturn": 0.0015553885385619548, |
| "phasor d_uranus": 0.0773176977236389, |
| "phasor d_neptune": 0.06259634660210957, |
| "phasor d_chiron": 0.026844296248531716, |
| "phasor mn_sun": 0.0029479842600146126, |
| "phasor mn_true_node": 0.0016063457877436074, |
| "phasor mn_true_south_node": 0.003394716860860919, |
| "phasor dn_mercury": 0.05383799609156138, |
| "phasor tn_mars": 0.030851808328638892, |
| "phasor tn_saturn": 0.040343144567921915, |
| "phasor tn_pluto": 0.08116037538518375, |
| "phasor c_sun": 0.005689090530818809, |
| "phasor c_mercury": 0.051992824478355536, |
| "phasor mw_sun": 0.010518487018960234, |
| "SUM term m over 14 bodies": 0.02569518183490754, |
| "SUM term d over 14 bodies": 0.07014404705021911, |
| "SUM term tn over 14 bodies": 0.016951263697906234, |
| "SUM term dw over 14 bodies": 0.017848902583171795, |
| "SUM 3-term over all bodies": 0.21114169912659056, |
| "SUM 6-term over all bodies": 0.05290281452591211, |
| "SUM 9-term over all bodies": 0.05332986387273712, |
| "BOOST6 full-chart rows (deployed construction)": 0.04503926114691002, |
| "BOOST6 any-phasor rows": 0.18644936007826596, |
| "FIELD on the deployed model's 6 phasors": 0.16256450179163145, |
| "PLAIN LightGBM (two ages, gap, year)": 0.7272946765141622 |
| } |
| }, |
| "lam0.0001_recency": { |
| "rows": [ |
| { |
| "subset": "plain alone", |
| "k": 1, |
| "nonzero": 1, |
| "fit_auc": 0.6393792532717689, |
| "last_block_auc": 0.6395939656208961, |
| "held": 0.605483257148816, |
| "age_cell": 0.5112588623650318 |
| }, |
| { |
| "subset": "deployed alone", |
| "k": 1, |
| "nonzero": 1, |
| "fit_auc": 0.5358539796325291, |
| "last_block_auc": 0.5031874746567307, |
| "held": 0.6234865602305786, |
| "age_cell": 0.5700858592428776 |
| }, |
| { |
| "subset": "deployed + plain", |
| "k": 2, |
| "nonzero": 2, |
| "fit_auc": 0.638874127744944, |
| "last_block_auc": 0.6338905565246529, |
| "held": 0.6113225894333398, |
| "age_cell": 0.5243349160921036 |
| }, |
| { |
| "subset": "deployed + stable field + plain", |
| "k": 3, |
| "nonzero": 3, |
| "fit_auc": 0.6408023792849814, |
| "last_block_auc": 0.6387984397212033, |
| "held": 0.6157660689550566, |
| "age_cell": 0.5363153701053727 |
| }, |
| { |
| "subset": "deployed + plain + 6 strongest", |
| "k": 8, |
| "nonzero": 3, |
| "fit_auc": 0.6429449734247206, |
| "last_block_auc": 0.6463223440885685, |
| "held": 0.6183280786659988, |
| "age_cell": 0.5459542084037986 |
| }, |
| { |
| "subset": "per-phasor (126) + plain", |
| "k": 127, |
| "nonzero": 23, |
| "fit_auc": 0.6411850845635694, |
| "last_block_auc": 0.6479567028636856, |
| "held": 0.6064141235263063, |
| "age_cell": 0.5190256276831013 |
| }, |
| { |
| "subset": "sums (12) + plain", |
| "k": 13, |
| "nonzero": 3, |
| "fit_auc": 0.6434771732180177, |
| "last_block_auc": 0.6475489989431202, |
| "held": 0.6145063164017887, |
| "age_cell": 0.5380106023155977 |
| }, |
| { |
| "subset": "aspect grids (3) + plain", |
| "k": 4, |
| "nonzero": 1, |
| "fit_auc": 0.6393792532717689, |
| "last_block_auc": 0.6395939656208961, |
| "held": 0.605483257148816, |
| "age_cell": 0.5112588623650318 |
| }, |
| { |
| "subset": "boosted (3) + field + plain", |
| "k": 5, |
| "nonzero": 3, |
| "fit_auc": 0.6408021189759008, |
| "last_block_auc": 0.6387981689115583, |
| "held": 0.6157659912501124, |
| "age_cell": 0.5363275660205542 |
| }, |
| { |
| "subset": "all 146 members, no plain", |
| "k": 145, |
| "nonzero": 29, |
| "fit_auc": 0.6012112327238982, |
| "last_block_auc": 0.6222258259964982, |
| "held": 0.6127600531936965, |
| "age_cell": 0.5625609795759073 |
| }, |
| { |
| "subset": "ALL 147 (everything)", |
| "k": 146, |
| "nonzero": 22, |
| "fit_auc": 0.6450182015607221, |
| "last_block_auc": 0.6511789765598004, |
| "held": 0.614701122696573, |
| "age_cell": 0.5396855080005204 |
| } |
| ], |
| "monotone_fit": true, |
| "monotone_held": false, |
| "weights": { |
| "phasor a_mercury": 0.29306262971086616, |
| "phasor a_true_node": 0.013634360533465124, |
| "phasor a_true_south_node": 0.01363436053346514, |
| "phasor a_chiron": 0.0845408357462998, |
| "phasor m_sun": 0.546171702619976, |
| "phasor d_jupiter": 0.09068565204146818, |
| "phasor mn_sun": 0.10237051177199605, |
| "phasor mn_true_node": 0.025264440192936867, |
| "phasor mn_true_south_node": 0.019599218105298716, |
| "phasor dn_mercury": 0.24225515352355637, |
| "phasor tn_mars": 0.09474179479430561, |
| "phasor tn_saturn": 0.16833627588812405, |
| "phasor c_sun": 0.06959333490548276, |
| "phasor c_mercury": 0.20657953028959652, |
| "phasor mw_mars": 0.002205980235414459, |
| "phasor mw_true_south_node": 0.09613501006878916, |
| "phasor mw_chiron": 0.1185590128400829, |
| "SUM term dw over 14 bodies": 0.45124985353513913, |
| "SUM 3-term over all bodies": 0.9114543597148486, |
| "BOOST6 full-chart rows (deployed construction)": 0.05527441713475457, |
| "FIELD on the deployed model's 6 phasors": 0.30362165495785964, |
| "PLAIN LightGBM (two ages, gap, year)": 1.5506014392027105 |
| } |
| } |
| }, |
| "grouped": { |
| "lam0.001": [ |
| { |
| "subset": "plain alone", |
| "k": 1, |
| "fit_auc": 0.6439616536882454, |
| "held": 0.6123809307715774, |
| "age_cell": 0.5482795628983999, |
| "held_within_groups": [ |
| 0.6317293905249531, |
| 0.583931305643629 |
| ] |
| }, |
| { |
| "subset": "deployed alone", |
| "k": 1, |
| "fit_auc": 0.5472596766512469, |
| "held": 0.6209102528099273, |
| "age_cell": 0.5689963574866658, |
| "held_within_groups": [ |
| 0.640986166501222, |
| 0.5941641220517354 |
| ] |
| }, |
| { |
| "subset": "deployed + plain", |
| "k": 2, |
| "fit_auc": 0.6440399218381241, |
| "held": 0.6151800182668783, |
| "age_cell": 0.5499707298035644, |
| "held_within_groups": [ |
| 0.6351416148563533, |
| 0.583931305643629 |
| ] |
| }, |
| { |
| "subset": "deployed + plain + 6 strongest", |
| "k": 8, |
| "fit_auc": 0.647473855567467, |
| "held": 0.6237052607956645, |
| "age_cell": 0.552389586314557, |
| "held_within_groups": [ |
| 0.6366387442457173, |
| 0.5939214199488052 |
| ] |
| }, |
| { |
| "subset": "per-phasor (126) + plain", |
| "k": 127, |
| "fit_auc": 0.6470886830115059, |
| "held": 0.6117883528680973, |
| "age_cell": 0.5453159555093015, |
| "held_within_groups": [ |
| 0.6323842032241398, |
| 0.576826682202724 |
| ] |
| }, |
| { |
| "subset": "sums (12) + plain", |
| "k": 13, |
| "fit_auc": 0.6469505395289087, |
| "held": 0.6214877948067299, |
| "age_cell": 0.5516253089631846, |
| "held_within_groups": [ |
| 0.6304302142653965, |
| 0.5916698626835026 |
| ] |
| }, |
| { |
| "subset": "ALL 146 (everything)", |
| "k": 145, |
| "fit_auc": 0.649287266946518, |
| "held": 0.6151577169479301, |
| "age_cell": 0.5487064199297516, |
| "held_within_groups": [ |
| 0.6306130741946907, |
| 0.5812583620974848 |
| ] |
| } |
| ], |
| "lam0.01": [ |
| { |
| "subset": "plain alone", |
| "k": 1, |
| "fit_auc": 0.6415174575252187, |
| "held": 0.6009285429996626, |
| "age_cell": 0.5494950891114869, |
| "held_within_groups": [ |
| 0.6317293905249531, |
| 0.583931305643629 |
| ] |
| }, |
| { |
| "subset": "deployed alone", |
| "k": 1, |
| "fit_auc": 0.5457105065761557, |
| "held": 0.5946755095929085, |
| "age_cell": 0.569122381943541, |
| "held_within_groups": [ |
| 0.640986166501222, |
| 0.5941641220517354 |
| ] |
| }, |
| { |
| "subset": "deployed + plain", |
| "k": 2, |
| "fit_auc": 0.6403343711450825, |
| "held": 0.6117877312285447, |
| "age_cell": 0.5517310068947574, |
| "held_within_groups": [ |
| 0.6369615065336143, |
| 0.5886639478566194 |
| ] |
| }, |
| { |
| "subset": "deployed + plain + 6 strongest", |
| "k": 8, |
| "fit_auc": 0.6426056371951638, |
| "held": 0.624988946471706, |
| "age_cell": 0.5554873487706518, |
| "held_within_groups": [ |
| 0.6360158594706931, |
| 0.597809728187307 |
| ] |
| }, |
| { |
| "subset": "per-phasor (126) + plain", |
| "k": 127, |
| "fit_auc": 0.6412318107509071, |
| "held": 0.618347116377296, |
| "age_cell": 0.5524343046702225, |
| "held_within_groups": [ |
| 0.6354179365272867, |
| 0.5900569232555848 |
| ] |
| }, |
| { |
| "subset": "sums (12) + plain", |
| "k": 13, |
| "fit_auc": 0.6403137572123971, |
| "held": 0.6226309122389483, |
| "age_cell": 0.5524505658904644, |
| "held_within_groups": [ |
| 0.6295159146189258, |
| 0.5939424990216773 |
| ] |
| }, |
| { |
| "subset": "ALL 146 (everything)", |
| "k": 145, |
| "fit_auc": 0.6405747764841224, |
| "held": 0.6227630106438679, |
| "age_cell": 0.5529465331078444, |
| "held_within_groups": [ |
| 0.6331121598950442, |
| 0.592819062508234 |
| ] |
| } |
| ] |
| } |
| } |
