Hugging Face's logo

artaquest
/
artamodel

English
numpy
astrology
sidereal
jyotisha
relationships
tabular
phase-model
genderless
artaquest
Model card Files
xet
 Community
artamodel / artamodel_study.json
artaquest's picture
artaquest
ArtaModel: deployed 6-term boosted-split model (train+test), card, study, code
572e15d verified
Raw
History Blame Contribute Delete
101 kB
{
 "E0 reference FULL": {
 "pop": "FULL",
 "held": 0.6370613997116495,
 "dad_age_alone": 0.6264271788176708,
 "n_test": 2635
 },
 "E0 reference CHARTS": {
 "pop": "CHARTS",
 "held": 0.6082766309321654,
 "dad_age_alone": 0.5995419544761854,
 "n_test": 7428
 },
 "E0 reference ANY": {
 "pop": "ANY",
 "held": 0.6170663328923367,
 "dad_age_alone": 0.5995419544761854,
 "n_test": 7428
 },
 "E1 terms a": {
 "terms": [
 "a"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 14,
 "inner": 0.5964721626870327,
 "held": 0.5754663185221867
 },
 "E1 terms m": {
 "terms": [
 "m"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 14,
 "inner": 0.6198242118714845,
 "held": 0.5909400478121497
 },
 "E1 terms d": {
 "terms": [
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 14,
 "inner": 0.6234516658113725,
 "held": 0.6223226869920248
 },
 "E1 terms mn": {
 "terms": [
 "mn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 14,
 "inner": 0.5080548595808052,
 "held": 0.4932454660992004
 },
 "E1 terms dn": {
 "terms": [
 "dn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 14,
 "inner": 0.5168467815779676,
 "held": 0.48263952617259237
 },
 "E1 terms tn": {
 "terms": [
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 14,
 "inner": 0.5201396645233998,
 "held": 0.45512733938430605
 },
 "E1 terms a+m": {
 "terms": [
 "a",
 "m"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 28,
 "inner": 0.6335189825016855,
 "held": 0.6222147575859366
 },
 "E1 terms a+d": {
 "terms": [
 "a",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 28,
 "inner": 0.6279973033074733,
 "held": 0.6318152802643866
 },
 "E1 terms a+mn": {
 "terms": [
 "a",
 "mn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 28,
 "inner": 0.5764934947323935,
 "held": 0.596741686261337
 },
 "E1 terms a+dn": {
 "terms": [
 "a",
 "dn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 28,
 "inner": 0.5576317404735311,
 "held": 0.5685340185407713
 },
 "E1 terms a+tn": {
 "terms": [
 "a",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 28,
 "inner": 0.6081041647799881,
 "held": 0.5544189300098002
 },
 "E1 terms m+d": {
 "terms": [
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 28,
 "inner": 0.6426429599219167,
 "held": 0.6303868028308671
 },
 "E1 terms m+mn": {
 "terms": [
 "m",
 "mn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 28,
 "inner": 0.5835823749006349,
 "held": 0.5794545120840533
 },
 "E1 terms m+dn": {
 "terms": [
 "m",
 "dn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 28,
 "inner": 0.5512748915788732,
 "held": 0.5686477195728535
 },
 "E1 terms m+tn": {
 "terms": [
 "m",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 28,
 "inner": 0.5943615982934364,
 "held": 0.5851828508831165
 },
 "E1 terms d+mn": {
 "terms": [
 "d",
 "mn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 28,
 "inner": 0.6085116873446634,
 "held": 0.6025161980683522
 },
 "E1 terms d+dn": {
 "terms": [
 "d",
 "dn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 28,
 "inner": 0.6112234732997253,
 "held": 0.5963590274579335
 },
 "E1 terms d+tn": {
 "terms": [
 "d",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 28,
 "inner": 0.6198619454422878,
 "held": 0.6019234520787665
 },
 "E1 terms mn+dn": {
 "terms": [
 "mn",
 "dn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 28,
 "inner": 0.550666123303247,
 "held": 0.5234997523972449
 },
 "E1 terms mn+tn": {
 "terms": [
 "mn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 28,
 "inner": 0.5801234642436683,
 "held": 0.5008980650046693
 },
 "E1 terms dn+tn": {
 "terms": [
 "dn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 28,
 "inner": 0.6024617381592055,
 "held": 0.5908725197880197
 },
 "E1 terms a+m+d": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6415964822249726,
 "held": 0.6258393387101802
 },
 "E1 terms a+m+mn": {
 "terms": [
 "a",
 "m",
 "mn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6246792646481722,
 "held": 0.5917301834107308
 },
 "E1 terms a+m+dn": {
 "terms": [
 "a",
 "m",
 "dn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.5767425362996952,
 "held": 0.5779267626834367
 },
 "E1 terms a+m+tn": {
 "terms": [
 "a",
 "m",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.628590978154778,
 "held": 0.608931937523303
 },
 "E1 terms a+d+mn": {
 "terms": [
 "a",
 "d",
 "mn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6102801340296435,
 "held": 0.5895219593054194
 },
 "E1 terms a+d+dn": {
 "terms": [
 "a",
 "d",
 "dn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6190720560268059,
 "held": 0.6047475086776397
 },
 "E1 terms a+d+tn": {
 "terms": [
 "a",
 "d",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.638311145993701,
 "held": 0.6027147420025465
 },
 "E1 terms a+mn+dn": {
 "terms": [
 "a",
 "mn",
 "dn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.5575864601885672,
 "held": 0.5527953716176829
 },
 "E1 terms a+mn+tn": {
 "terms": [
 "a",
 "mn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.5917730753363319,
 "held": 0.5258216775346384
 },
 "E1 terms a+dn+tn": {
 "terms": [
 "a",
 "dn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.5792153429730029,
 "held": 0.568609626841293
 },
 "E1 terms m+d+mn": {
 "terms": [
 "m",
 "d",
 "mn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.5894637808031716,
 "held": 0.6025363987593313
 },
 "E1 terms m+d+dn": {
 "terms": [
 "m",
 "d",
 "dn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.5913303347722401,
 "held": 0.6044571958901406
 },
 "E1 terms m+d+tn": {
 "terms": [
 "m",
 "d",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6281708777331683,
 "held": 0.604160534314048
 },
 "E1 terms m+mn+dn": {
 "terms": [
 "m",
 "mn",
 "dn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.5288183858081525,
 "held": 0.5380205862355955
 },
 "E1 terms m+mn+tn": {
 "terms": [
 "m",
 "mn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.543481651422304,
 "held": 0.5554970697454829
 },
 "E1 terms m+dn+tn": {
 "terms": [
 "m",
 "dn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.573142753645063,
 "held": 0.5501017537662746
 },
 "E1 terms d+mn+dn": {
 "terms": [
 "d",
 "mn",
 "dn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.5562607540676789,
 "held": 0.5873645255088554
 },
 "E1 terms d+mn+tn": {
 "terms": [
 "d",
 "mn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.5648967106388545,
 "held": 0.5667638608484059
 },
 "E1 terms d+dn+tn": {
 "terms": [
 "d",
 "dn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.5757463700304888,
 "held": 0.5633874596419053
 },
 "E1 terms mn+dn+tn": {
 "terms": [
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6078475764985258,
 "held": 0.5411874774185133
 },
 "E1 terms a+m+d+mn": {
 "terms": [
 "a",
 "m",
 "d",
 "mn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 56,
 "inner": 0.6197361668729435,
 "held": 0.6139711441786803
 },
 "E1 terms a+m+d+dn": {
 "terms": [
 "a",
 "m",
 "d",
 "dn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 56,
 "inner": 0.6249786176432115,
 "held": 0.6188752947857976
 },
 "E1 terms a+m+d+tn": {
 "terms": [
 "a",
 "m",
 "d",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 56,
 "inner": 0.6265106006178243,
 "held": 0.612382215542527
 },
 "E1 terms a+m+mn+dn": {
 "terms": [
 "a",
 "m",
 "mn",
 "dn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 56,
 "inner": 0.587073987985631,
 "held": 0.601373993284136
 },
 "E1 terms a+m+mn+tn": {
 "terms": [
 "a",
 "m",
 "mn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 56,
 "inner": 0.6103304454573812,
 "held": 0.581664467677163
 },
 "E1 terms a+m+dn+tn": {
 "terms": [
 "a",
 "m",
 "dn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 56,
 "inner": 0.5873909499803786,
 "held": 0.5699434496085106
 },
 "E1 terms a+d+mn+dn": {
 "terms": [
 "a",
 "d",
 "mn",
 "dn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 56,
 "inner": 0.5972922389591573,
 "held": 0.603076045789772
 },
 "E1 terms a+d+mn+tn": {
 "terms": [
 "a",
 "d",
 "mn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 56,
 "inner": 0.6117215564343285,
 "held": 0.5937952711913905
 },
 "E1 terms a+d+dn+tn": {
 "terms": [
 "a",
 "d",
 "dn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 56,
 "inner": 0.6203424195771827,
 "held": 0.6014207434546875
 },
 "E1 terms a+mn+dn+tn": {
 "terms": [
 "a",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 56,
 "inner": 0.6079456837826144,
 "held": 0.5419158566189584
 },
 "E1 terms m+d+mn+dn": {
 "terms": [
 "m",
 "d",
 "mn",
 "dn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 56,
 "inner": 0.5927466014630562,
 "held": 0.596882513935591
 },
 "E1 terms m+d+mn+tn": {
 "terms": [
 "m",
 "d",
 "mn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 56,
 "inner": 0.5979110695203309,
 "held": 0.6061719459729634
 },
 "E1 terms m+d+dn+tn": {
 "terms": [
 "m",
 "d",
 "dn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 56,
 "inner": 0.5946232177176725,
 "held": 0.6035637481862666
 },
 "E1 terms m+mn+dn+tn": {
 "terms": [
 "m",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 56,
 "inner": 0.6224932331129693,
 "held": 0.5697708779912894
 },
 "E1 terms d+mn+dn+tn": {
 "terms": [
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 56,
 "inner": 0.5955086988458558,
 "held": 0.5882158403429731
 },
 "E1 terms a+m+d+mn+dn": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 70,
 "inner": 0.6113467362976827,
 "held": 0.6098017215606015
 },
 "E1 terms a+m+d+mn+tn": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 70,
 "inner": 0.6211247622785039,
 "held": 0.5987865733510176
 },
 "E1 terms a+m+d+dn+tn": {
 "terms": [
 "a",
 "m",
 "d",
 "dn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 70,
 "inner": 0.6198116340145501,
 "held": 0.5941294483364442
 },
 "E1 terms a+m+mn+dn+tn": {
 "terms": [
 "a",
 "m",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 70,
 "inner": 0.5786392771254063,
 "held": 0.5606967276034939
 },
 "E1 terms a+d+mn+dn+tn": {
 "terms": [
 "a",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 70,
 "inner": 0.60843370463167,
 "held": 0.5852590363462375
 },
 "E1 terms m+d+mn+dn+tn": {
 "terms": [
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 70,
 "inner": 0.595810567412282,
 "held": 0.5789414145331852
 },
 "E1 terms a+m+d+mn+dn+tn": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 84,
 "inner": 0.6021498073072318,
 "held": 0.5930668919909454
 },
 "E1 terms c": {
 "terms": [
 "c"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 14,
 "inner": 0.506900212314225,
 "held": 0.456264926867727
 },
 "E1 terms c+tc": {
 "terms": [
 "c",
 "tc"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 28,
 "inner": 0.6149314255239935,
 "held": 0.5828124440873732
 },
 "E1 terms a+c": {
 "terms": [
 "a",
 "c"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 28,
 "inner": 0.590698926354132,
 "held": 0.5445286717064505
 },
 "E1 terms a+m+d+c": {
 "terms": [
 "a",
 "m",
 "d",
 "c"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 56,
 "inner": 0.6174142944828488,
 "held": 0.614889987036928
 },
 "E1 terms a+m+d+c+tc": {
 "terms": [
 "a",
 "m",
 "d",
 "c",
 "tc"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 70,
 "inner": 0.6162420382165605,
 "held": 0.6103719582088105
 },
 "E1 terms a+m+d+mn+dn+tn+c": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn",
 "c"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 98,
 "inner": 0.6046804721224379,
 "held": 0.5869062584049304
 },
 "E1 terms a+m+d+mn+dn+tn+c+tc": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn",
 "c",
 "tc"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 112,
 "inner": 0.5633823366639499,
 "held": 0.5739674272515402
 },
 "E1 F8 terms a": {
 "terms": [
 "a"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 8,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 14,
 "inner": 0.6028365582958513,
 "held": 0.5814503403527849
 },
 "E1 F8 terms a+m+d": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 8,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6479533311196305,
 "held": 0.621263016459523
 },
 "E1 F8 terms a+m+d+mn+dn": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 8,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 70,
 "inner": 0.6205864300017105,
 "held": 0.623158995598558
 },
 "E1 F8 terms a+m+d+mn+dn+tn": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 8,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 84,
 "inner": 0.5999285577726126,
 "held": 0.5980149069556173
 },
 "E1 F8 terms a+m+d+c+tc": {
 "terms": [
 "a",
 "m",
 "d",
 "c",
 "tc"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 8,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 70,
 "inner": 0.6309782554009318,
 "held": 0.6310528484705769
 },
 "E1 F8 terms a+m+d+mn+dn+tn+c+tc": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn",
 "c",
 "tc"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 8,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 112,
 "inner": 0.6016919733148187,
 "held": 0.6019015198999893
 },
 "E2 pop FULL terms a+m+d": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6415964822249726,
 "held": 0.6258393387101802
 },
 "E2 pop CHARTS terms a+m+d": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "CHARTS",
 "F": 1,
 "l2": 0.001,
 "n_train": 9716,
 "n_test": 7428,
 "phasors": 42,
 "inner": 0.6189927337494483,
 "held": 0.6046981897537979
 },
 "E2 pop ANY terms a+m+d": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "ANY",
 "F": 1,
 "l2": 0.001,
 "n_train": 22619,
 "n_test": 7428,
 "phasors": 42,
 "inner": 0.6812736405344378,
 "held": 0.6085521299960259
 },
 "E2 pop FULL terms a+m+d+mn+dn+tn": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 84,
 "inner": 0.6021498073072318,
 "held": 0.5930668919909454
 },
 "E2 pop CHARTS terms a+m+d+mn+dn+tn": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 14,
 "pop": "CHARTS",
 "F": 1,
 "l2": 0.001,
 "n_train": 9716,
 "n_test": 7428,
 "phasors": 84,
 "inner": 0.6133617836202006,
 "held": 0.57192097193246
 },
 "E2 pop ANY terms a+m+d+mn+dn+tn": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 14,
 "pop": "ANY",
 "F": 1,
 "l2": 0.001,
 "n_train": 76081,
 "n_test": 7428,
 "phasors": 84,
 "inner": 0.5763136264397667,
 "held": 0.48774948734510004
 },
 "E2 pop FULL terms a+m+d+c+tc": {
 "terms": [
 "a",
 "m",
 "d",
 "c",
 "tc"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 70,
 "inner": 0.6162420382165605,
 "held": 0.6103719582088105
 },
 "E2 pop CHARTS terms a+m+d+c+tc": {
 "terms": [
 "a",
 "m",
 "d",
 "c",
 "tc"
 ],
 "bodies": 14,
 "pop": "CHARTS",
 "F": 1,
 "l2": 0.001,
 "n_train": 9716,
 "n_test": 7428,
 "phasors": 70,
 "inner": 0.6148532564151062,
 "held": 0.589942883452341
 },
 "E2 pop ANY terms a+m+d+c+tc": {
 "terms": [
 "a",
 "m",
 "d",
 "c",
 "tc"
 ],
 "bodies": 14,
 "pop": "ANY",
 "F": 1,
 "l2": 0.001,
 "n_train": 22619,
 "n_test": 7428,
 "phasors": 70,
 "inner": 0.6753897542103522,
 "held": 0.5743649811598024
 },
 "E2 pop FULL terms a+m+d+mn+dn+tn+c+tc": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn",
 "c",
 "tc"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 112,
 "inner": 0.5633823366639499,
 "held": 0.5739674272515402
 },
 "E2 pop CHARTS terms a+m+d+mn+dn+tn+c+tc": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn",
 "c",
 "tc"
 ],
 "bodies": 14,
 "pop": "CHARTS",
 "F": 1,
 "l2": 0.001,
 "n_train": 9716,
 "n_test": 7428,
 "phasors": 112,
 "inner": 0.607491449152008,
 "held": 0.5605369716399815
 },
 "E2 pop ANY terms a+m+d+mn+dn+tn+c+tc": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn",
 "c",
 "tc"
 ],
 "bodies": 14,
 "pop": "ANY",
 "F": 1,
 "l2": 0.001,
 "n_train": 76081,
 "n_test": 7428,
 "phasors": 112,
 "inner": 0.5822323964975467,
 "held": 0.48945368034053544
 },
 "E3 3-term all 14 bodies": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6415964822249726,
 "held": 0.6258393387101802
 },
 "E3 3-term drop sun": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 13,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 39,
 "inner": 0.6365477304514948,
 "held": 0.6299019862473696,
 "delta_vs_all": 0.004062647537189434
 },
 "E3 3-term drop moon": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 13,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 39,
 "inner": 0.6315895392479447,
 "held": 0.6300220360680452,
 "delta_vs_all": 0.004182697357865028
 },
 "E3 3-term drop mercury": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 13,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 39,
 "inner": 0.6364420764532457,
 "held": 0.6297126769147657,
 "delta_vs_all": 0.0038733382045855747
 },
 "E3 3-term drop venus": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 13,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 39,
 "inner": 0.6411965063744579,
 "held": 0.6302638671971945,
 "delta_vs_all": 0.004424528487014356
 },
 "E3 3-term drop mars": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 13,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 39,
 "inner": 0.6375942081484388,
 "held": 0.6306494118135949,
 "delta_vs_all": 0.004810073103414747
 },
 "E3 3-term drop jupiter": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 13,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 39,
 "inner": 0.6394330908322516,
 "held": 0.6276320057439222,
 "delta_vs_all": 0.0017926670337420347
 },
 "E3 3-term drop saturn": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 13,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 39,
 "inner": 0.6445019671768245,
 "held": 0.6272141400219553,
 "delta_vs_all": 0.0013748013117751423
 },
 "E3 3-term drop uranus": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 13,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 39,
 "inner": 0.6388419315563337,
 "held": 0.6271881677049822,
 "delta_vs_all": 0.0013488289948020427
 },
 "E3 3-term drop neptune": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 13,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 39,
 "inner": 0.6419964580754873,
 "held": 0.625989978148624,
 "delta_vs_all": 0.00015063943844384475
 },
 "E3 3-term drop pluto": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 13,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 39,
 "inner": 0.6253282820659885,
 "held": 0.6259426508154731,
 "delta_vs_all": 0.00010331210529290757
 },
 "E3 3-term drop true_node": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 13,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 39,
 "inner": 0.6421448767873135,
 "held": 0.6320357563773581,
 "delta_vs_all": 0.006196417667177934
 },
 "E3 3-term drop true_south_node": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 13,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 39,
 "inner": 0.6421448767873135,
 "held": 0.6320357563773581,
 "delta_vs_all": 0.006196417667177934
 },
 "E3 3-term drop chiron": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 13,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 39,
 "inner": 0.6488664835330697,
 "held": 0.6245990162840656,
 "delta_vs_all": -0.001240322426114604
 },
 "E3 3-term drop mean_lilith": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 13,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 39,
 "inner": 0.6404644751008743,
 "held": 0.6267835767228015,
 "delta_vs_all": 0.0009442380126213346
 },
 "E3 3-term only sun": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 1,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 3,
 "inner": 0.5187032732614887,
 "held": 0.4728254533323637
 },
 "E3 3-term only moon": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 1,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 3,
 "inner": 0.5474009116430706,
 "held": 0.5026226268516819
 },
 "E3 3-term only mercury": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 1,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 3,
 "inner": 0.5247381290186253,
 "held": 0.4784395139367453
 },
 "E3 3-term only venus": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 1,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 3,
 "inner": 0.5335124420160795,
 "held": 0.4795776785827657
 },
 "E3 3-term only mars": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 1,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 3,
 "inner": 0.517078214145561,
 "held": 0.4937862674548399
 },
 "E3 3-term only jupiter": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 1,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 3,
 "inner": 0.5255657520049104,
 "held": 0.5136302719474736
 },
 "E3 3-term only saturn": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 1,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 3,
 "inner": 0.6060489429569031,
 "held": 0.5913088547131675
 },
 "E3 3-term only uranus": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 1,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 3,
 "inner": 0.6347667059095803,
 "held": 0.6419098541279247
 },
 "E3 3-term only neptune": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 1,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 3,
 "inner": 0.6168734466346686,
 "held": 0.625978434896636
 },
 "E3 3-term only pluto": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 1,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 3,
 "inner": 0.6135428301184331,
 "held": 0.6202974234307238
 },
 "E3 3-term only true_node": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 1,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 3,
 "inner": 0.5764859480182329,
 "held": 0.5670172352295434
 },
 "E3 3-term only true_south_node": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 1,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 3,
 "inner": 0.5764859480182329,
 "held": 0.5670172352295434
 },
 "E3 3-term only chiron": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 1,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 3,
 "inner": 0.6068061299443556,
 "held": 0.6118379512112911
 },
 "E3 3-term only mean_lilith": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 1,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 3,
 "inner": 0.5491995451846933,
 "held": 0.5002718435843183
 },
 "E3 3-term only luminaries": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 2,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 6,
 "inner": 0.5043821253559533,
 "held": 0.48881170301059557
 },
 "E3 3-term drop luminaries": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 12,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 36,
 "inner": 0.6337126814984755,
 "held": 0.6298402298492336
 },
 "E3 3-term only inner": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 3,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 9,
 "inner": 0.532715005886437,
 "held": 0.484790611180563
 },
 "E3 3-term drop inner": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 11,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 33,
 "inner": 0.6380721667119469,
 "held": 0.6328206975125447
 },
 "E3 3-term only social": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 2,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 6,
 "inner": 0.6053722542538312,
 "held": 0.5968069056350693
 },
 "E3 3-term drop social": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 12,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 36,
 "inner": 0.6423712782121331,
 "held": 0.6289733316249321
 },
 "E3 3-term only outer": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 3,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 9,
 "inner": 0.6306965114056007,
 "held": 0.6302419350184173
 },
 "E3 3-term drop outer": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 11,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 33,
 "inner": 0.6212807277044907,
 "held": 0.598863335976738
 },
 "E3 3-term only nodes": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 2,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 6,
 "inner": 0.5782468479890522,
 "held": 0.5677080988610274
 },
 "E3 3-term drop nodes": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 12,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 36,
 "inner": 0.6443711574647065,
 "held": 0.6195701985554775
 },
 "E3 3-term only points": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 2,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 6,
 "inner": 0.6101744800313943,
 "held": 0.6107465367358222
 },
 "E3 3-term drop points": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 12,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 36,
 "inner": 0.6418656483633693,
 "held": 0.6233448419555654
 },
 "E3 3-term set classical7": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 7,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 21,
 "inner": 0.593169217456053,
 "held": 0.588889389096475
 },
 "E3 3-term set modern10": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 10,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 30,
 "inner": 0.6444617180346344,
 "held": 0.6201941113254308
 },
 "E3 3-term set slow5": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 5,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 15,
 "inner": 0.6324674736619675,
 "held": 0.6203510995524681
 },
 "E3 3-term set fast5": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 5,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 15,
 "inner": 0.5199032008130327,
 "held": 0.4826637670017673
 },
 "E3 6-term all 14 bodies": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 84,
 "inner": 0.6021498073072318,
 "held": 0.5930668919909454
 },
 "E3 6-term drop sun": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 13,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 78,
 "inner": 0.6063709360944245,
 "held": 0.5915974360128684,
 "delta_vs_all": -0.0014694559780770167
 },
 "E3 6-term drop moon": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 13,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 78,
 "inner": 0.610114106318109,
 "held": 0.5894700146714733,
 "delta_vs_all": -0.0035968773194721138
 },
 "E3 6-term drop mercury": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 13,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 78,
 "inner": 0.5967237198257211,
 "held": 0.5848094266813035,
 "delta_vs_all": -0.008257465309641887
 },
 "E3 6-term drop venus": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 13,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 78,
 "inner": 0.5952672039927149,
 "held": 0.5832920662074761,
 "delta_vs_all": -0.009774825783469332
 },
 "E3 6-term drop mars": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 13,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 78,
 "inner": 0.5991034503577143,
 "held": 0.5824771126171208,
 "delta_vs_all": -0.01058977937382466
 },
 "E3 6-term drop jupiter": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 13,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 78,
 "inner": 0.6073117597931195,
 "held": 0.5759228541383136,
 "delta_vs_all": -0.017144037852631855
 },
 "E3 6-term drop saturn": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 13,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 78,
 "inner": 0.615794266509695,
 "held": 0.5982855962147368,
 "delta_vs_all": 0.005218704223791337
 },
 "E3 6-term drop uranus": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 13,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 78,
 "inner": 0.6179274710457734,
 "held": 0.5794169965150923,
 "delta_vs_all": -0.013649895475853158
 },
 "E3 6-term drop neptune": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 13,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 78,
 "inner": 0.618501021321983,
 "held": 0.5744666729000227,
 "delta_vs_all": -0.018600219090922687
 },
 "E3 6-term drop pluto": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 13,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 78,
 "inner": 0.6004769523349534,
 "held": 0.5950119299509297,
 "delta_vs_all": 0.0019450379599842416
 },
 "E3 6-term drop true_node": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 13,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 78,
 "inner": 0.5654048560590053,
 "held": 0.5724823878832792,
 "delta_vs_all": -0.020584504107666213
 },
 "E3 6-term drop true_south_node": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 13,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 78,
 "inner": 0.583167305621799,
 "held": 0.552830001373647,
 "delta_vs_all": -0.040236890617298404
 },
 "E3 6-term drop chiron": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 13,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 78,
 "inner": 0.6071935279379358,
 "held": 0.5860791843999875,
 "delta_vs_all": -0.006987707590957903
 },
 "E3 6-term drop mean_lilith": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 13,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 78,
 "inner": 0.5927315080347351,
 "held": 0.57489377322358,
 "delta_vs_all": -0.01817311876736538
 },
 "E3 6-term only sun": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 1,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 6,
 "inner": 0.5227382497660519,
 "held": 0.48935712166703027
 },
 "E3 6-term only moon": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 1,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 6,
 "inner": 0.5343098781457221,
 "held": 0.491786976210512
 },
 "E3 6-term only mercury": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 1,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 6,
 "inner": 0.5128268985017257,
 "held": 0.49208017481100813
 },
 "E3 6-term only venus": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 1,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 6,
 "inner": 0.5243406687394975,
 "held": 0.4862081225246939
 },
 "E3 6-term only mars": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 1,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 6,
 "inner": 0.5350469405620792,
 "held": 0.4954542673671112
 },
 "E3 6-term only jupiter": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 1,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 6,
 "inner": 0.49197784284722434,
 "held": 0.4968088679879073
 },
 "E3 6-term only saturn": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 1,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 6,
 "inner": 0.6012945130356909,
 "held": 0.5959394302481684
 },
 "E3 6-term only uranus": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 1,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 6,
 "inner": 0.6226265583964741,
 "held": 0.6404028825808864
 },
 "E3 6-term only neptune": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 1,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 6,
 "inner": 0.6211423712782121,
 "held": 0.6224219589591219
 },
 "E3 6-term only pluto": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 1,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 6,
 "inner": 0.6140358821102625,
 "held": 0.6227532502911786
 },
 "E3 6-term only true_node": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 1,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 6,
 "inner": 0.5686801300047293,
 "held": 0.5401405044631984
 },
 "E3 6-term only true_south_node": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 1,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 6,
 "inner": 0.5501957114538997,
 "held": 0.5474693151504028
 },
 "E3 6-term only chiron": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 1,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 6,
 "inner": 0.624465441080287,
 "held": 0.6138095386508478
 },
 "E3 6-term only mean_lilith": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 1,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 6,
 "inner": 0.5390794014952556,
 "held": 0.48955451127602573
 },
 "E3 6-term only luminaries": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 2,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 12,
 "inner": 0.5242249524557008,
 "held": 0.49366044600817033
 },
 "E3 6-term drop luminaries": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 12,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 72,
 "inner": 0.6047785794065264,
 "held": 0.5915518401675157
 },
 "E3 6-term only inner": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 3,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 18,
 "inner": 0.5050034714885139,
 "held": 0.47239489003320995
 },
 "E3 6-term drop inner": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 11,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 66,
 "inner": 0.6171199726305834,
 "held": 0.5942806649374875
 },
 "E3 6-term only social": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 2,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 12,
 "inner": 0.5993373984966945,
 "held": 0.5813770407026608
 },
 "E3 6-term drop social": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 12,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 72,
 "inner": 0.5572569203368853,
 "held": 0.5844671692598582
 },
 "E3 6-term only outer": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 3,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 18,
 "inner": 0.6087733067688994,
 "held": 0.5732909926850412
 },
 "E3 6-term drop outer": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 11,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 66,
 "inner": 0.6290387498616435,
 "held": 0.584257082073676
 },
 "E3 6-term only nodes": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 2,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 12,
 "inner": 0.5841534096054578,
 "held": 0.5674045113337419
 },
 "E3 6-term drop nodes": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 12,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 72,
 "inner": 0.5902737947897485,
 "held": 0.5912880768595891
 },
 "E3 6-term only points": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 2,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 12,
 "inner": 0.6178545194755537,
 "held": 0.6109485436456129
 },
 "E3 6-term drop points": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 12,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 72,
 "inner": 0.6058502128173393,
 "held": 0.5487604278852647
 },
 "E3 6-term set classical7": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 7,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6036893369960052,
 "held": 0.579724047017974
 },
 "E3 6-term set modern10": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 10,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 60,
 "inner": 0.6170998480594883,
 "held": 0.5946679410416862
 },
 "E3 6-term set slow5": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 5,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 30,
 "inner": 0.6156357855123212,
 "held": 0.5905573890087463
 },
 "E3 6-term set fast5": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 5,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 30,
 "inner": 0.5227055473380223,
 "held": 0.5113360506148513
 },
 "E4 angles + a": {
 "terms": [
 "a"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 16,
 "inner": 0.5961149515500951,
 "held": 0.5814185964098177
 },
 "E4 angles + a+m+d": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 44,
 "inner": 0.6324020688059087,
 "held": 0.619425907905627
 },
 "E4 angles + a+m+d+mn+dn+tn": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 90,
 "inner": 0.5979513186625209,
 "held": 0.5903403758713712
 },
 "E5 harmonic 2 terms a+m+d": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6284878397279158,
 "held": 0.628358653456569
 },
 "E5 harmonic 2 terms all": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 84,
 "inner": 0.5813586097946288,
 "held": 0.5908171121784771
 },
 "E5 harmonic 3 terms a+m+d": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6263596663346113,
 "held": 0.6203407106256789
 },
 "E5 harmonic 3 terms all": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 84,
 "inner": 0.614551574244574,
 "held": 0.612800081264494
 },
 "E5 harmonic 4 terms a+m+d": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6249735865004378,
 "held": 0.60691821721399
 },
 "E5 harmonic 4 terms all": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 84,
 "inner": 0.5855067870116017,
 "held": 0.5899946554743295
 },
 "E6 3-term F=1 l2=0.0001": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.0001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6395488071160483,
 "held": 0.6241557554077249
 },
 "E6 3-term F=1 l2=0.001": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6415964822249726,
 "held": 0.6258393387101802
 },
 "E6 3-term F=1 l2=0.01": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.01,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6455559915879292,
 "held": 0.630049162710217
 },
 "E6 3-term F=1 l2=0.1": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.1,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.642549883780602,
 "held": 0.6347697756107246
 },
 "E6 3-term F=2 l2=0.0001": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 2,
 "l2": 0.0001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6318763143860497,
 "held": 0.6212347354921524
 },
 "E6 3-term F=2 l2=0.001": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 2,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6293104315714271,
 "held": 0.6262023739852038
 },
 "E6 3-term F=2 l2=0.01": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 2,
 "l2": 0.01,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6379111701431863,
 "held": 0.6289594797225464
 },
 "E6 3-term F=2 l2=0.1": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 2,
 "l2": 0.1,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6451610468801884,
 "held": 0.6319232096704748
 },
 "E6 3-term F=4 l2=0.0001": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 4,
 "l2": 0.0001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6395060424024712,
 "held": 0.6219313707496303
 },
 "E6 3-term F=4 l2=0.001": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 4,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6389953814109337,
 "held": 0.6344096261486979
 },
 "E6 3-term F=4 l2=0.01": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 4,
 "l2": 0.01,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6402028556766384,
 "held": 0.6364966461081348
 },
 "E6 3-term F=4 l2=0.1": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 4,
 "l2": 0.1,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6478376148358338,
 "held": 0.6259472681162682
 },
 "E6 3-term F=8 l2=0.0001": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 8,
 "l2": 0.0001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6476640404101388,
 "held": 0.6208797804935202
 },
 "E6 3-term F=8 l2=0.001": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 8,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6479533311196305,
 "held": 0.621263016459523
 },
 "E6 3-term F=8 l2=0.01": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 8,
 "l2": 0.01,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6493092240971614,
 "held": 0.6191240518661398
 },
 "E6 3-term F=8 l2=0.1": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 8,
 "l2": 0.1,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6441145691832443,
 "held": 0.633309554234238
 },
 "E6 3-term F=16 l2=0.0001": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 16,
 "l2": 0.0001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.644730884173031,
 "held": 0.6270357967787401
 },
 "E6 3-term F=16 l2=0.001": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 16,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6419637556474578,
 "held": 0.6276683669876845
 },
 "E6 3-term F=16 l2=0.01": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 16,
 "l2": 0.01,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.647440154556706,
 "held": 0.6289508222835554
 },
 "E6 3-term F=16 l2=0.1": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 16,
 "l2": 0.1,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6463333031464766,
 "held": 0.6287817136419306
 },
 "E6 3-term F=32 l2=0.0001": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 32,
 "l2": 0.0001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6399462673951761,
 "held": 0.6195753930188721
 },
 "E6 3-term F=32 l2=0.001": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 32,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6411210392328514,
 "held": 0.621004447614991
 },
 "E6 3-term F=32 l2=0.01": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 32,
 "l2": 0.01,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6473697185578733,
 "held": 0.6255415228088888
 },
 "E6 3-term F=32 l2=0.1": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 32,
 "l2": 0.1,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6457949708696833,
 "held": 0.624229055057849
 },
 "E6 3-term F=64 l2=0.0001": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 64,
 "l2": 0.0001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6360119137460882,
 "held": 0.6249101069251431
 },
 "E6 3-term F=64 l2=0.001": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 64,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6418253992211791,
 "held": 0.6235191450605848
 },
 "E6 3-term F=64 l2=0.01": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 64,
 "l2": 0.01,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.651917871625361,
 "held": 0.6163225046086434
 },
 "E6 3-term F=64 l2=0.1": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 64,
 "l2": 0.1,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6457622684416537,
 "held": 0.6258202923443998
 },
 "E6 3-term F=1 seed spread": {
 "held_mean": 0.6252249491231169,
 "held_sd": 0.003006514540147086,
 "seeds": [
 0.625122502761723,
 0.6263126120416896,
 0.6291066561853939,
 0.6271194853556533,
 0.6238590938316324,
 0.6254468681425869,
 0.6173989128565278,
 0.6247715879012867,
 0.627903272165641,
 0.6252084999890339
 ]
 },
 "E7 3-term controls": {
 "held": 0.6268661109745159,
 "age_cell_matched": 0.49553949522895374,
 "gap_matched": 0.5634740830436311,
 "reference": 0.6370613997116495,
 "reference_plus_model": 0.6360631969959841,
 "n_age_cells": 236
 },
 "E7 6-term controls": {
 "held": 0.6001642604757897,
 "age_cell_matched": 0.4765117723448704,
 "gap_matched": 0.5380698019608608,
 "reference": 0.6370613997116495,
 "reference_plus_model": 0.6316398228341685,
 "n_age_cells": 236
 },
 "E7 3+composite controls": {
 "held": 0.6130505698326344,
 "age_cell_matched": 0.507961154085032,
 "gap_matched": 0.5562087418460216,
 "reference": 0.6370613997116495,
 "reference_plus_model": 0.6349328240450556,
 "n_age_cells": 236
 },
 "E7 8-term controls": {
 "held": 0.5818745548633452,
 "age_cell_matched": 0.5058155948280729,
 "gap_matched": 0.5287586422405375,
 "reference": 0.6370613997116495,
 "reference_plus_model": 0.639472207889351,
 "n_age_cells": 236
 },
 "E8 anatomy 3-term": {
 "a_sun": {
 "modulus_mean": 0.2888817182857962,
 "modulus_sd": 0.02609563494730506,
 "phase_deg": [
 135.5,
 -11.2,
 -177.9
 ]
 },
 "a_moon": {
 "modulus_mean": 0.10280352002480718,
 "modulus_sd": 0.002423909220252898,
 "phase_deg": [
 -0.8,
 -159.8,
 47.1
 ]
 },
 "a_mercury": {
 "modulus_mean": 0.14739797665932333,
 "modulus_sd": 0.005927877545089546,
 "phase_deg": [
 -5.7,
 -161.3,
 26.6
 ]
 },
 "a_venus": {
 "modulus_mean": 0.15901883077714787,
 "modulus_sd": 0.0031416283836410764,
 "phase_deg": [
 -2.7,
 -156.6,
 38.3
 ]
 },
 "a_mars": {
 "modulus_mean": 0.03232011113814026,
 "modulus_sd": 0.002370879210598427,
 "phase_deg": [
 173.3,
 69.3,
 -112.8
 ]
 },
 "a_jupiter": {
 "modulus_mean": 0.10369129816952886,
 "modulus_sd": 0.01073652788913151,
 "phase_deg": [
 -178.0,
 36.2,
 -137.8
 ]
 },
 "a_saturn": {
 "modulus_mean": 0.24046541101149158,
 "modulus_sd": 0.035055858732383975,
 "phase_deg": [
 -157.3,
 56.1,
 -121.1
 ]
 },
 "a_uranus": {
 "modulus_mean": 0.3189971714962116,
 "modulus_sd": 0.11339013711712873,
 "phase_deg": [
 -43.2,
 169.4,
 1.8
 ]
 },
 "a_neptune": {
 "modulus_mean": 0.9031443352104183,
 "modulus_sd": 0.10552630890577495,
 "phase_deg": [
 163.4,
 9.5,
 -168.3
 ]
 },
 "a_pluto": {
 "modulus_mean": 1.1105672970021423,
 "modulus_sd": 0.08458750565184454,
 "phase_deg": [
 164.6,
 18.3,
 -156.7
 ]
 },
 "a_true_node": {
 "modulus_mean": 0.06889614774050314,
 "modulus_sd": 0.011445919144897856,
 "phase_deg": [
 -62.8,
 -173.2,
 11.9
 ]
 },
 "a_true_south_node": {
 "modulus_mean": 0.06565264306037082,
 "modulus_sd": 0.013865341633635253,
 "phase_deg": [
 -56.2,
 148.8,
 -8.4
 ]
 },
 "a_chiron": {
 "modulus_mean": 0.25058548155210686,
 "modulus_sd": 0.019665530340937955,
 "phase_deg": [
 -19.2,
 -169.2,
 37.9
 ]
 },
 "a_mean_lilith": {
 "modulus_mean": 0.06809914926727438,
 "modulus_sd": 0.005143716870290987,
 "phase_deg": [
 -88.7,
 129.0,
 -38.3
 ]
 },
 "m_sun": {
 "modulus_mean": 0.19709862686633617,
 "modulus_sd": 0.004725527128988233,
 "phase_deg": [
 25.0,
 -127.9,
 72.1
 ]
 },
 "m_moon": {
 "modulus_mean": 0.1310654150439735,
 "modulus_sd": 0.005476047549375939,
 "phase_deg": [
 -136.4,
 79.5,
 -79.0
 ]
 },
 "m_mercury": {
 "modulus_mean": 0.18125222983344605,
 "modulus_sd": 0.013497803366568395,
 "phase_deg": [
 163.1,
 22.5,
 -145.2
 ]
 },
 "m_venus": {
 "modulus_mean": 0.08913643916896678,
 "modulus_sd": 0.0074633123545002475,
 "phase_deg": [
 -88.9,
 120.9,
 -50.2
 ]
 },
 "m_mars": {
 "modulus_mean": 0.13385586104681232,
 "modulus_sd": 0.009280158802374924,
 "phase_deg": [
 61.5,
 -73.3,
 118.3
 ]
 },
 "m_jupiter": {
 "modulus_mean": 0.1416616774181443,
 "modulus_sd": 0.01269659315158423,
 "phase_deg": [
 -116.8,
 111.1,
 -72.9
 ]
 },
 "m_saturn": {
 "modulus_mean": 0.31025645251090544,
 "modulus_sd": 0.010625940633835283,
 "phase_deg": [
 3.9,
 -139.9,
 55.9
 ]
 },
 "m_uranus": {
 "modulus_mean": 0.4015786108195296,
 "modulus_sd": 0.012273118757308653,
 "phase_deg": [
 178.4,
 36.0,
 -138.5
 ]
 },
 "m_neptune": {
 "modulus_mean": 0.8045995059949252,
 "modulus_sd": 0.07986512093505085,
 "phase_deg": [
 114.8,
 -38.1,
 135.9
 ]
 },
 "m_pluto": {
 "modulus_mean": 1.1557236795787624,
 "modulus_sd": 0.09625025918162754,
 "phase_deg": [
 102.0,
 -52.5,
 141.3
 ]
 },
 "m_true_node": {
 "modulus_mean": 0.11365047993390952,
 "modulus_sd": 0.007677941660008081,
 "phase_deg": [
 26.6,
 -114.4,
 93.5
 ]
 },
 "m_true_south_node": {
 "modulus_mean": 0.11788487562166193,
 "modulus_sd": 0.011663318454732466,
 "phase_deg": [
 38.8,
 -94.4,
 77.9
 ]
 },
 "m_chiron": {
 "modulus_mean": 0.23693011966706531,
 "modulus_sd": 0.02585919348481249,
 "phase_deg": [
 -91.5,
 120.0,
 -45.2
 ]
 },
 "m_mean_lilith": {
 "modulus_mean": 0.11370280527169141,
 "modulus_sd": 0.012641698986611698,
 "phase_deg": [
 164.9,
 26.8,
 -142.0
 ]
 },
 "d_sun": {
 "modulus_mean": 0.18303157742412682,
 "modulus_sd": 0.0056293128170618175,
 "phase_deg": [
 176.1,
 35.5,
 -137.1
 ]
 },
 "d_moon": {
 "modulus_mean": 0.0430023753042632,
 "modulus_sd": 0.01196341269196365,
 "phase_deg": [
 -128.2,
 96.3,
 -92.2
 ]
 },
 "d_mercury": {
 "modulus_mean": 0.1043559370950106,
 "modulus_sd": 0.017854535371932666,
 "phase_deg": [
 26.2,
 -129.7,
 57.1
 ]
 },
 "d_venus": {
 "modulus_mean": 0.056794619423107366,
 "modulus_sd": 0.011238257067755934,
 "phase_deg": [
 57.2,
 -103.7,
 87.7
 ]
 },
 "d_mars": {
 "modulus_mean": 0.05092031034932241,
 "modulus_sd": 0.004815961863878005,
 "phase_deg": [
 6.2,
 -145.8,
 49.4
 ]
 },
 "d_jupiter": {
 "modulus_mean": 0.09071496796240612,
 "modulus_sd": 0.012212044942273213,
 "phase_deg": [
 25.0,
 -113.7,
 71.0
 ]
 },
 "d_saturn": {
 "modulus_mean": 0.19665523837801835,
 "modulus_sd": 0.009377916856350456,
 "phase_deg": [
 -166.3,
 49.2,
 -114.7
 ]
 },
 "d_uranus": {
 "modulus_mean": 0.9898088864315443,
 "modulus_sd": 0.07519818560222968,
 "phase_deg": [
 -114.4,
 98.3,
 -79.2
 ]
 },
 "d_neptune": {
 "modulus_mean": 0.9014062481037448,
 "modulus_sd": 0.04634741602364089,
 "phase_deg": [
 42.9,
 -110.4,
 82.6
 ]
 },
 "d_pluto": {
 "modulus_mean": 1.273291524325878,
 "modulus_sd": 0.02140020118259559,
 "phase_deg": [
 56.2,
 -91.3,
 108.3
 ]
 },
 "d_true_node": {
 "modulus_mean": 0.1990882354280962,
 "modulus_sd": 0.011245098048595449,
 "phase_deg": [
 167.4,
 15.4,
 -147.4
 ]
 },
 "d_true_south_node": {
 "modulus_mean": 0.190217371821768,
 "modulus_sd": 0.020760413514039126,
 "phase_deg": [
 158.0,
 21.6,
 -147.0
 ]
 },
 "d_chiron": {
 "modulus_mean": 0.39668522900956193,
 "modulus_sd": 0.023822499151525848,
 "phase_deg": [
 86.8,
 -62.5,
 134.3
 ]
 },
 "d_mean_lilith": {
 "modulus_mean": 0.07807842339449349,
 "modulus_sd": 0.01263289679992939,
 "phase_deg": [
 -98.1,
 120.8,
 -40.9
 ]
 },
 "_bias": {
 "modulus_mean": 3.8380648005764235,
 "modulus_sd": 0.8917920158232162,
 "phase_deg": [
 -163.0,
 57.1,
 -121.9
 ]
 },
 "_head_w": {
 "modulus_mean": -0.8368372018024507,
 "modulus_sd": 0.010207190452501132,
 "phase_deg": [
 0.0,
 0.0,
 0.0
 ]
 }
 },
 "E8 anatomy 6-term": {
 "a_sun": {
 "modulus_mean": 0.12499928567932705,
 "modulus_sd": 0.07400798373093283,
 "phase_deg": [
 62.5,
 168.5,
 94.1
 ]
 },
 "a_moon": {
 "modulus_mean": 0.09658669978971406,
 "modulus_sd": 0.03107684400154949,
 "phase_deg": [
 -70.7,
 -45.2,
 13.6
 ]
 },
 "a_mercury": {
 "modulus_mean": 0.10489355781546957,
 "modulus_sd": 0.050370532363827006,
 "phase_deg": [
 -17.4,
 61.8,
 175.6
 ]
 },
 "a_venus": {
 "modulus_mean": 0.13593604610074983,
 "modulus_sd": 0.026699587850875124,
 "phase_deg": [
 -155.5,
 176.4,
 19.5
 ]
 },
 "a_mars": {
 "modulus_mean": 0.1745581834437259,
 "modulus_sd": 0.04316150023822427,
 "phase_deg": [
 134.6,
 -119.8,
 -105.4
 ]
 },
 "a_jupiter": {
 "modulus_mean": 0.15868825575270137,
 "modulus_sd": 0.024458201006594522,
 "phase_deg": [
 -31.0,
 176.1,
 -153.4
 ]
 },
 "a_saturn": {
 "modulus_mean": 0.26326543884721415,
 "modulus_sd": 0.09243735466905546,
 "phase_deg": [
 84.4,
 -129.0,
 136.6
 ]
 },
 "a_uranus": {
 "modulus_mean": 0.45612224635267024,
 "modulus_sd": 0.15659280406697867,
 "phase_deg": [
 -69.4,
 13.7,
 1.8
 ]
 },
 "a_neptune": {
 "modulus_mean": 0.20189549691731376,
 "modulus_sd": 0.04124074334415973,
 "phase_deg": [
 36.5,
 142.8,
 -159.7
 ]
 },
 "a_pluto": {
 "modulus_mean": 0.40628724922631854,
 "modulus_sd": 0.17676890104028972,
 "phase_deg": [
 72.1,
 175.5,
 -137.4
 ]
 },
 "a_true_node": {
 "modulus_mean": 0.08019629918393563,
 "modulus_sd": 0.042631759219990475,
 "phase_deg": [
 -178.3,
 -121.8,
 68.3
 ]
 },
 "a_true_south_node": {
 "modulus_mean": 0.09454713938692365,
 "modulus_sd": 0.04482058422077848,
 "phase_deg": [
 -111.9,
 100.2,
 136.8
 ]
 },
 "a_chiron": {
 "modulus_mean": 0.38153706607495314,
 "modulus_sd": 0.05959474434470754,
 "phase_deg": [
 -161.1,
 -65.8,
 -27.3
 ]
 },
 "a_mean_lilith": {
 "modulus_mean": 0.13457963024029632,
 "modulus_sd": 0.0555318076652592,
 "phase_deg": [
 90.8,
 -17.0,
 44.5
 ]
 },
 "m_sun": {
 "modulus_mean": 0.08417892258107607,
 "modulus_sd": 0.02066458534937675,
 "phase_deg": [
 121.2,
 40.8,
 30.5
 ]
 },
 "m_moon": {
 "modulus_mean": 0.09117645738774083,
 "modulus_sd": 0.010550739465176357,
 "phase_deg": [
 110.3,
 -147.5,
 -17.7
 ]
 },
 "m_mercury": {
 "modulus_mean": 0.0867270863416328,
 "modulus_sd": 0.02733553725636339,
 "phase_deg": [
 -54.8,
 69.3,
 -97.6
 ]
 },
 "m_venus": {
 "modulus_mean": 0.07533825008823668,
 "modulus_sd": 0.029494814551376442,
 "phase_deg": [
 -128.4,
 -97.5,
 -158.2
 ]
 },
 "m_mars": {
 "modulus_mean": 0.1222798019907247,
 "modulus_sd": 0.03685867182052463,
 "phase_deg": [
 -51.6,
 107.7,
 59.8
 ]
 },
 "m_jupiter": {
 "modulus_mean": 0.18787830858808974,
 "modulus_sd": 0.09388737283691692,
 "phase_deg": [
 -110.5,
 -71.7,
 -74.8
 ]
 },
 "m_saturn": {
 "modulus_mean": 0.4082654882707386,
 "modulus_sd": 0.05218180587784211,
 "phase_deg": [
 -71.6,
 18.3,
 35.9
 ]
 },
 "m_uranus": {
 "modulus_mean": 0.2559680762447434,
 "modulus_sd": 0.20329741213597421,
 "phase_deg": [
 132.6,
 -88.6,
 -61.7
 ]
 },
 "m_neptune": {
 "modulus_mean": 0.31086388903574375,
 "modulus_sd": 0.17331795734652786,
 "phase_deg": [
 -4.3,
 71.6,
 103.5
 ]
 },
 "m_pluto": {
 "modulus_mean": 0.4742546244834996,
 "modulus_sd": 0.24514853598366157,
 "phase_deg": [
 28.7,
 120.1,
 164.0
 ]
 },
 "m_true_node": {
 "modulus_mean": 0.09360562860499994,
 "modulus_sd": 0.05446839776949729,
 "phase_deg": [
 -77.7,
 -99.8,
 -42.8
 ]
 },
 "m_true_south_node": {
 "modulus_mean": 0.16552370838465788,
 "modulus_sd": 0.08797060443048513,
 "phase_deg": [
 -104.5,
 -29.2,
 31.2
 ]
 },
 "m_chiron": {
 "modulus_mean": 0.26021244530760357,
 "modulus_sd": 0.07051026387013877,
 "phase_deg": [
 111.7,
 172.1,
 -131.2
 ]
 },
 "m_mean_lilith": {
 "modulus_mean": 0.21466709864359954,
 "modulus_sd": 0.10981149889521485,
 "phase_deg": [
 69.1,
 -168.0,
 -167.7
 ]
 },
 "d_sun": {
 "modulus_mean": 0.10646820278185232,
 "modulus_sd": 0.05874972553424747,
 "phase_deg": [
 -0.2,
 -2.1,
 -45.0
 ]
 },
 "d_moon": {
 "modulus_mean": 0.09837342515716684,
 "modulus_sd": 0.02880176839663536,
 "phase_deg": [
 -95.3,
 -41.1,
 27.1
 ]
 },
 "d_mercury": {
 "modulus_mean": 0.14626170692657048,
 "modulus_sd": 0.08068715074771962,
 "phase_deg": [
 -163.2,
 -19.0,
 148.2
 ]
 },
 "d_venus": {
 "modulus_mean": 0.1346790873238685,
 "modulus_sd": 0.06308296492516377,
 "phase_deg": [
 -24.2,
 95.4,
 80.9
 ]
 },
 "d_mars": {
 "modulus_mean": 0.1368681494480312,
 "modulus_sd": 0.0635597577647773,
 "phase_deg": [
 -105.8,
 119.5,
 -44.0
 ]
 },
 "d_jupiter": {
 "modulus_mean": 0.11700674156352718,
 "modulus_sd": 0.04595720084942175,
 "phase_deg": [
 160.8,
 -32.5,
 -35.3
 ]
 },
 "d_saturn": {
 "modulus_mean": 0.25851679532786354,
 "modulus_sd": 0.043460450702964046,
 "phase_deg": [
 -171.2,
 -79.4,
 -157.5
 ]
 },
 "d_uranus": {
 "modulus_mean": 0.6959925736825724,
 "modulus_sd": 0.3341313958045,
 "phase_deg": [
 156.1,
 -92.2,
 -97.4
 ]
 },
 "d_neptune": {
 "modulus_mean": 0.4312483460138296,
 "modulus_sd": 0.16514819896202504,
 "phase_deg": [
 -94.5,
 -2.0,
 38.2
 ]
 },
 "d_pluto": {
 "modulus_mean": 0.45837968553452146,
 "modulus_sd": 0.11058922558425939,
 "phase_deg": [
 -43.4,
 109.6,
 159.7
 ]
 },
 "d_true_node": {
 "modulus_mean": 0.22493566891773087,
 "modulus_sd": 0.07399972266459015,
 "phase_deg": [
 26.2,
 108.3,
 152.9
 ]
 },
 "d_true_south_node": {
 "modulus_mean": 0.1829818659302526,
 "modulus_sd": 0.06309270296642905,
 "phase_deg": [
 43.8,
 149.9,
 157.0
 ]
 },
 "d_chiron": {
 "modulus_mean": 0.33369350631775313,
 "modulus_sd": 0.0950342231825378,
 "phase_deg": [
 -4.8,
 136.2,
 92.5
 ]
 },
 "d_mean_lilith": {
 "modulus_mean": 0.17687337184910037,
 "modulus_sd": 0.08097990046071908,
 "phase_deg": [
 141.5,
 -142.9,
 -97.8
 ]
 },
 "mn_sun": {
 "modulus_mean": 0.11146068057676044,
 "modulus_sd": 0.036777159989298515,
 "phase_deg": [
 33.2,
 157.7,
 -176.3
 ]
 },
 "mn_moon": {
 "modulus_mean": 0.12905498340737384,
 "modulus_sd": 0.02598037846771923,
 "phase_deg": [
 0.4,
 90.2,
 122.2
 ]
 },
 "mn_mercury": {
 "modulus_mean": 0.075536879314608,
 "modulus_sd": 0.05262756902589914,
 "phase_deg": [
 -122.1,
 -15.5,
 1.3
 ]
 },
 "mn_venus": {
 "modulus_mean": 0.14046666681551673,
 "modulus_sd": 0.03620753520054839,
 "phase_deg": [
 -150.2,
 -19.2,
 73.2
 ]
 },
 "mn_mars": {
 "modulus_mean": 0.19441864406954704,
 "modulus_sd": 0.017985627074500764,
 "phase_deg": [
 -21.7,
 108.6,
 -160.3
 ]
 },
 "mn_jupiter": {
 "modulus_mean": 0.1324896509431598,
 "modulus_sd": 0.06118857126719285,
 "phase_deg": [
 -139.2,
 -77.9,
 -55.7
 ]
 },
 "mn_saturn": {
 "modulus_mean": 0.14790875938461248,
 "modulus_sd": 0.03371957097787508,
 "phase_deg": [
 -67.3,
 12.3,
 94.4
 ]
 },
 "mn_uranus": {
 "modulus_mean": 0.142368281170415,
 "modulus_sd": 0.06008541303195771,
 "phase_deg": [
 -12.7,
 -8.7,
 -137.2
 ]
 },
 "mn_neptune": {
 "modulus_mean": 0.38312986930446585,
 "modulus_sd": 0.22880813857516694,
 "phase_deg": [
 160.0,
 -83.5,
 -6.4
 ]
 },
 "mn_pluto": {
 "modulus_mean": 0.42063743481758853,
 "modulus_sd": 0.3150039525676134,
 "phase_deg": [
 -150.1,
 123.7,
 157.3
 ]
 },
 "mn_true_node": {
 "modulus_mean": 0.07790060407360148,
 "modulus_sd": 0.014285361408689017,
 "phase_deg": [
 -59.1,
 77.0,
 -78.6
 ]
 },
 "mn_true_south_node": {
 "modulus_mean": 0.07381792238904011,
 "modulus_sd": 0.03930588249268457,
 "phase_deg": [
 -88.9,
 88.7,
 -49.3
 ]
 },
 "mn_chiron": {
 "modulus_mean": 0.20059977462430098,
 "modulus_sd": 0.08101455993837686,
 "phase_deg": [
 116.3,
 -73.0,
 81.0
 ]
 },
 "mn_mean_lilith": {
 "modulus_mean": 0.09755656068685793,
 "modulus_sd": 0.04531208041553637,
 "phase_deg": [
 -90.1,
 83.1,
 142.0
 ]
 },
 "dn_sun": {
 "modulus_mean": 0.11596748215533681,
 "modulus_sd": 0.022239777802976854,
 "phase_deg": [
 7.6,
 73.4,
 168.4
 ]
 },
 "dn_moon": {
 "modulus_mean": 0.12080924668970877,
 "modulus_sd": 0.009397932203611622,
 "phase_deg": [
 122.6,
 -96.7,
 -165.2
 ]
 },
 "dn_mercury": {
 "modulus_mean": 0.0490228393119023,
 "modulus_sd": 0.0077880197750559545,
 "phase_deg": [
 156.3,
 174.1,
 165.9
 ]
 },
 "dn_venus": {
 "modulus_mean": 0.16058107780547587,
 "modulus_sd": 0.06568502805962317,
 "phase_deg": [
 126.0,
 -67.0,
 -24.8
 ]
 },
 "dn_mars": {
 "modulus_mean": 0.08999116817106485,
 "modulus_sd": 0.054385643171896536,
 "phase_deg": [
 -77.3,
 -116.4,
 -31.1
 ]
 },
 "dn_jupiter": {
 "modulus_mean": 0.0936162495156876,
 "modulus_sd": 0.04964740422587223,
 "phase_deg": [
 -130.1,
 -120.9,
 91.5
 ]
 },
 "dn_saturn": {
 "modulus_mean": 0.06087391821405199,
 "modulus_sd": 0.038199702001822995,
 "phase_deg": [
 95.1,
 -170.9,
 30.2
 ]
 },
 "dn_uranus": {
 "modulus_mean": 0.22621306240020686,
 "modulus_sd": 0.1626157244519159,
 "phase_deg": [
 166.8,
 109.9,
 -113.0
 ]
 },
 "dn_neptune": {
 "modulus_mean": 0.5811295269378022,
 "modulus_sd": 0.37969665259165397,
 "phase_deg": [
 178.1,
 -46.9,
 25.0
 ]
 },
 "dn_pluto": {
 "modulus_mean": 0.356017307788008,
 "modulus_sd": 0.25538074980826203,
 "phase_deg": [
 -133.4,
 143.5,
 -147.2
 ]
 },
 "dn_true_node": {
 "modulus_mean": 0.0959326200709152,
 "modulus_sd": 0.03332702701571137,
 "phase_deg": [
 -6.3,
 -71.2,
 159.4
 ]
 },
 "dn_true_south_node": {
 "modulus_mean": 0.09571227905944361,
 "modulus_sd": 0.025137797033624957,
 "phase_deg": [
 18.7,
 35.2,
 170.8
 ]
 },
 "dn_chiron": {
 "modulus_mean": 0.26805987980983226,
 "modulus_sd": 0.14276994168629104,
 "phase_deg": [
 100.8,
 -144.3,
 113.5
 ]
 },
 "dn_mean_lilith": {
 "modulus_mean": 0.1427256070967263,
 "modulus_sd": 0.057826767884326696,
 "phase_deg": [
 114.4,
 98.5,
 129.4
 ]
 },
 "tn_sun": {
 "modulus_mean": 0.09445998276595628,
 "modulus_sd": 0.03138604886767647,
 "phase_deg": [
 128.4,
 -147.8,
 -135.1
 ]
 },
 "tn_moon": {
 "modulus_mean": 0.06426210482343127,
 "modulus_sd": 0.01520519817481176,
 "phase_deg": [
 169.9,
 -102.4,
 -102.3
 ]
 },
 "tn_mercury": {
 "modulus_mean": 0.16514603210879197,
 "modulus_sd": 0.08591206279169165,
 "phase_deg": [
 66.2,
 156.0,
 -171.6
 ]
 },
 "tn_venus": {
 "modulus_mean": 0.151481847041412,
 "modulus_sd": 0.046879142355713485,
 "phase_deg": [
 -151.3,
 -50.6,
 -20.2
 ]
 },
 "tn_mars": {
 "modulus_mean": 0.13340986186933015,
 "modulus_sd": 0.057575161109509505,
 "phase_deg": [
 -37.4,
 69.4,
 7.1
 ]
 },
 "tn_jupiter": {
 "modulus_mean": 0.14920381595817833,
 "modulus_sd": 0.051417857442744845,
 "phase_deg": [
 156.8,
 -118.1,
 -77.4
 ]
 },
 "tn_saturn": {
 "modulus_mean": 0.28482592077111063,
 "modulus_sd": 0.03612457238507427,
 "phase_deg": [
 -145.0,
 -67.0,
 -14.1
 ]
 },
 "tn_uranus": {
 "modulus_mean": 0.22882104509669443,
 "modulus_sd": 0.1655574653131248,
 "phase_deg": [
 63.5,
 -154.1,
 -3.8
 ]
 },
 "tn_neptune": {
 "modulus_mean": 0.17028133062474446,
 "modulus_sd": 0.05825731892354045,
 "phase_deg": [
 87.0,
 114.7,
 33.3
 ]
 },
 "tn_pluto": {
 "modulus_mean": 0.5352201557835264,
 "modulus_sd": 0.6386920666739404,
 "phase_deg": [
 -50.6,
 35.6,
 95.8
 ]
 },
 "tn_true_node": {
 "modulus_mean": 0.09571694964678461,
 "modulus_sd": 0.017024895429258946,
 "phase_deg": [
 -91.7,
 -60.1,
 -65.1
 ]
 },
 "tn_true_south_node": {
 "modulus_mean": 0.05300382952887586,
 "modulus_sd": 0.02290938126284343,
 "phase_deg": [
 -143.0,
 -40.1,
 148.9
 ]
 },
 "tn_chiron": {
 "modulus_mean": 0.20133857466619176,
 "modulus_sd": 0.07490285912597838,
 "phase_deg": [
 109.5,
 -146.8,
 13.2
 ]
 },
 "tn_mean_lilith": {
 "modulus_mean": 0.04854388712591964,
 "modulus_sd": 0.015312851815224333,
 "phase_deg": [
 -69.5,
 -152.9,
 -172.7
 ]
 },
 "_bias": {
 "modulus_mean": 0.8196057937344469,
 "modulus_sd": 0.17783644124356032,
 "phase_deg": [
 51.6,
 -145.7,
 -133.6
 ]
 },
 "_head_w": {
 "modulus_mean": -0.4449063977515264,
 "modulus_sd": 0.28179020817142725,
 "phase_deg": [
 0.0,
 0.0,
 0.0
 ]
 }
 },
 "E8 anatomy 8-term": {
 "a_sun": {
 "modulus_mean": 0.038877573147590556,
 "modulus_sd": 0.021218981860200735,
 "phase_deg": [
 176.5,
 -163.3,
 -78.6
 ]
 },
 "a_moon": {
 "modulus_mean": 0.12968752886482385,
 "modulus_sd": 0.042205672138687554,
 "phase_deg": [
 123.5,
 -77.7,
 107.8
 ]
 },
 "a_mercury": {
 "modulus_mean": 0.03967032744820411,
 "modulus_sd": 0.021231449005693244,
 "phase_deg": [
 -23.9,
 168.7,
 -148.4
 ]
 },
 "a_venus": {
 "modulus_mean": 0.10653386734300241,
 "modulus_sd": 0.049594727732255296,
 "phase_deg": [
 95.5,
 105.6,
 -162.8
 ]
 },
 "a_mars": {
 "modulus_mean": 0.06334984226396796,
 "modulus_sd": 0.022054419833030196,
 "phase_deg": [
 -43.4,
 -60.1,
 -32.0
 ]
 },
 "a_jupiter": {
 "modulus_mean": 0.12752897068123434,
 "modulus_sd": 0.03003145713001597,
 "phase_deg": [
 -21.4,
 -74.7,
 -51.0
 ]
 },
 "a_saturn": {
 "modulus_mean": 0.17619548021770312,
 "modulus_sd": 0.05005022530789819,
 "phase_deg": [
 -6.4,
 -90.0,
 -143.5
 ]
 },
 "a_uranus": {
 "modulus_mean": 0.2049943595302245,
 "modulus_sd": 0.07223621171200664,
 "phase_deg": [
 -107.1,
 52.4,
 4.9
 ]
 },
 "a_neptune": {
 "modulus_mean": 0.21130608078592597,
 "modulus_sd": 0.03750359939667983,
 "phase_deg": [
 -67.8,
 -132.1,
 63.6
 ]
 },
 "a_pluto": {
 "modulus_mean": 0.1505178338802342,
 "modulus_sd": 0.030891212502279875,
 "phase_deg": [
 -49.3,
 -174.6,
 104.1
 ]
 },
 "a_true_node": {
 "modulus_mean": 0.1307700512772541,
 "modulus_sd": 0.06628897506112424,
 "phase_deg": [
 171.5,
 81.1,
 -40.6
 ]
 },
 "a_true_south_node": {
 "modulus_mean": 0.10489617872543096,
 "modulus_sd": 0.021049301140741147,
 "phase_deg": [
 110.7,
 3.4,
 -98.3
 ]
 },
 "a_chiron": {
 "modulus_mean": 0.2621818940821195,
 "modulus_sd": 0.02820046185903204,
 "phase_deg": [
 163.2,
 -64.1,
 -68.0
 ]
 },
 "a_mean_lilith": {
 "modulus_mean": 0.078306858257509,
 "modulus_sd": 0.061253071669969815,
 "phase_deg": [
 -6.3,
 -103.7,
 86.7
 ]
 },
 "m_sun": {
 "modulus_mean": 0.04984021997597024,
 "modulus_sd": 0.017707042505504866,
 "phase_deg": [
 165.8,
 95.5,
 8.5
 ]
 },
 "m_moon": {
 "modulus_mean": 0.08136915470389257,
 "modulus_sd": 0.03549109618261061,
 "phase_deg": [
 34.6,
 -67.6,
 16.7
 ]
 },
 "m_mercury": {
 "modulus_mean": 0.07199948527121813,
 "modulus_sd": 0.03586474614815399,
 "phase_deg": [
 -89.3,
 -9.1,
 69.9
 ]
 },
 "m_venus": {
 "modulus_mean": 0.08090356550449661,
 "modulus_sd": 0.009825933508642446,
 "phase_deg": [
 113.2,
 -133.7,
 171.8
 ]
 },
 "m_mars": {
 "modulus_mean": 0.09042262792300841,
 "modulus_sd": 0.04569167786243962,
 "phase_deg": [
 -76.7,
 138.3,
 -65.1
 ]
 },
 "m_jupiter": {
 "modulus_mean": 0.09752493487325946,
 "modulus_sd": 0.006578214592551529,
 "phase_deg": [
 -22.4,
 -106.5,
 -175.5
 ]
 },
 "m_saturn": {
 "modulus_mean": 0.21468527684040414,
 "modulus_sd": 0.06357730111715172,
 "phase_deg": [
 -119.6,
 69.0,
 -69.1
 ]
 },
 "m_uranus": {
 "modulus_mean": 0.11098877107612444,
 "modulus_sd": 0.010727635212257705,
 "phase_deg": [
 -155.6,
 27.6,
 107.6
 ]
 },
 "m_neptune": {
 "modulus_mean": 0.1439049849289092,
 "modulus_sd": 0.09183167717368607,
 "phase_deg": [
 -83.9,
 109.3,
 55.0
 ]
 },
 "m_pluto": {
 "modulus_mean": 0.17485502152944077,
 "modulus_sd": 0.10375695433183522,
 "phase_deg": [
 -42.1,
 176.4,
 105.5
 ]
 },
 "m_true_node": {
 "modulus_mean": 0.2006037029135932,
 "modulus_sd": 0.10787633726264775,
 "phase_deg": [
 -153.9,
 124.0,
 -81.7
 ]
 },
 "m_true_south_node": {
 "modulus_mean": 0.19737399395096814,
 "modulus_sd": 0.06231754668278266,
 "phase_deg": [
 -177.4,
 106.2,
 -41.5
 ]
 },
 "m_chiron": {
 "modulus_mean": 0.1784154661432583,
 "modulus_sd": 0.10977593216593716,
 "phase_deg": [
 74.8,
 -57.2,
 -16.6
 ]
 },
 "m_mean_lilith": {
 "modulus_mean": 0.12047245952569101,
 "modulus_sd": 0.023594796678302006,
 "phase_deg": [
 -119.1,
 -156.3,
 162.0
 ]
 },
 "d_sun": {
 "modulus_mean": 0.07007219155701999,
 "modulus_sd": 0.03573170438835804,
 "phase_deg": [
 178.4,
 109.9,
 123.1
 ]
 },
 "d_moon": {
 "modulus_mean": 0.09911502006992068,
 "modulus_sd": 0.04121802342582344,
 "phase_deg": [
 -118.3,
 -93.3,
 -149.3
 ]
 },
 "d_mercury": {
 "modulus_mean": 0.10407715802800632,
 "modulus_sd": 0.009265218119819077,
 "phase_deg": [
 -155.3,
 -9.8,
 42.9
 ]
 },
 "d_venus": {
 "modulus_mean": 0.04201396404728669,
 "modulus_sd": 0.020661195914700205,
 "phase_deg": [
 -65.7,
 154.1,
 80.9
 ]
 },
 "d_mars": {
 "modulus_mean": 0.1138910434831721,
 "modulus_sd": 0.05504538894180801,
 "phase_deg": [
 154.5,
 98.4,
 21.9
 ]
 },
 "d_jupiter": {
 "modulus_mean": 0.09345142091138942,
 "modulus_sd": 0.0328679583504206,
 "phase_deg": [
 81.6,
 -14.3,
 -6.4
 ]
 },
 "d_saturn": {
 "modulus_mean": 0.2718082066175616,
 "modulus_sd": 0.11747748921236989,
 "phase_deg": [
 100.7,
 3.5,
 -110.0
 ]
 },
 "d_uranus": {
 "modulus_mean": 0.36874789706842453,
 "modulus_sd": 0.03408381557040571,
 "phase_deg": [
 83.5,
 -36.4,
 -125.4
 ]
 },
 "d_neptune": {
 "modulus_mean": 0.22155637558572683,
 "modulus_sd": 0.08242040988458084,
 "phase_deg": [
 -164.4,
 87.8,
 -34.8
 ]
 },
 "d_pluto": {
 "modulus_mean": 0.2402761417558502,
 "modulus_sd": 0.08877328896440075,
 "phase_deg": [
 -87.6,
 141.0,
 -6.5
 ]
 },
 "d_true_node": {
 "modulus_mean": 0.23187650472334762,
 "modulus_sd": 0.041873387035691476,
 "phase_deg": [
 -32.1,
 -130.9,
 118.3
 ]
 },
 "d_true_south_node": {
 "modulus_mean": 0.18233716087569354,
 "modulus_sd": 0.03662162241897504,
 "phase_deg": [
 -27.7,
 -154.2,
 122.7
 ]
 },
 "d_chiron": {
 "modulus_mean": 0.32673806723570936,
 "modulus_sd": 0.025602822099282045,
 "phase_deg": [
 -72.2,
 -175.1,
 79.9
 ]
 },
 "d_mean_lilith": {
 "modulus_mean": 0.12327936062829033,
 "modulus_sd": 0.050799014080224796,
 "phase_deg": [
 49.1,
 -70.0,
 -50.4
 ]
 },
 "mn_sun": {
 "modulus_mean": 0.059756156888185835,
 "modulus_sd": 0.02064261565161021,
 "phase_deg": [
 -61.8,
 177.6,
 70.7
 ]
 },
 "mn_moon": {
 "modulus_mean": 0.14321193463853224,
 "modulus_sd": 0.06429529844484025,
 "phase_deg": [
 28.1,
 -128.0,
 159.0
 ]
 },
 "mn_mercury": {
 "modulus_mean": 0.07817595172524361,
 "modulus_sd": 0.02722798211122546,
 "phase_deg": [
 -153.0,
 116.3,
 -50.9
 ]
 },
 "mn_venus": {
 "modulus_mean": 0.06411470066124816,
 "modulus_sd": 0.02027152142608789,
 "phase_deg": [
 -124.3,
 -102.1,
 -1.5
 ]
 },
 "mn_mars": {
 "modulus_mean": 0.11929275197599669,
 "modulus_sd": 0.04852203434819027,
 "phase_deg": [
 -106.1,
 114.4,
 51.7
 ]
 },
 "mn_jupiter": {
 "modulus_mean": 0.09665141444333514,
 "modulus_sd": 0.06014814318760089,
 "phase_deg": [
 29.1,
 -24.9,
 -5.3
 ]
 },
 "mn_saturn": {
 "modulus_mean": 0.08050658785560709,
 "modulus_sd": 0.04717926389175953,
 "phase_deg": [
 -70.7,
 -93.7,
 156.6
 ]
 },
 "mn_uranus": {
 "modulus_mean": 0.10997193871302764,
 "modulus_sd": 0.05038733936922322,
 "phase_deg": [
 -54.9,
 -155.8,
 32.9
 ]
 },
 "mn_neptune": {
 "modulus_mean": 0.1531814082891593,
 "modulus_sd": 0.07427964014250525,
 "phase_deg": [
 47.6,
 12.6,
 -10.0
 ]
 },
 "mn_pluto": {
 "modulus_mean": 0.25479302105641327,
 "modulus_sd": 0.09712757953779558,
 "phase_deg": [
 134.8,
 -144.6,
 136.0
 ]
 },
 "mn_true_node": {
 "modulus_mean": 0.07284955703219541,
 "modulus_sd": 0.010006877818915653,
 "phase_deg": [
 -23.3,
 -31.7,
 -51.9
 ]
 },
 "mn_true_south_node": {
 "modulus_mean": 0.07902801099153818,
 "modulus_sd": 0.02414294399070468,
 "phase_deg": [
 -96.3,
 -140.5,
 12.2
 ]
 },
 "mn_chiron": {
 "modulus_mean": 0.14663146164667365,
 "modulus_sd": 0.13059438289974437,
 "phase_deg": [
 40.9,
 -72.3,
 91.7
 ]
 },
 "mn_mean_lilith": {
 "modulus_mean": 0.10286001284354636,
 "modulus_sd": 0.030390733752702393,
 "phase_deg": [
 57.4,
 -94.8,
 -39.2
 ]
 },
 "dn_sun": {
 "modulus_mean": 0.12158894814483333,
 "modulus_sd": 0.042041124684783,
 "phase_deg": [
 -40.8,
 33.4,
 -10.0
 ]
 },
 "dn_moon": {
 "modulus_mean": 0.11427459194049665,
 "modulus_sd": 0.03696918484175794,
 "phase_deg": [
 -36.8,
 -95.9,
 -130.1
 ]
 },
 "dn_mercury": {
 "modulus_mean": 0.07206320421888722,
 "modulus_sd": 0.04260645186389139,
 "phase_deg": [
 -56.8,
 175.8,
 135.0
 ]
 },
 "dn_venus": {
 "modulus_mean": 0.08065209625317867,
 "modulus_sd": 0.014226763508841717,
 "phase_deg": [
 69.4,
 -65.6,
 143.6
 ]
 },
 "dn_mars": {
 "modulus_mean": 0.028652711787159262,
 "modulus_sd": 0.02000899266826993,
 "phase_deg": [
 -147.1,
 -76.4,
 -148.4
 ]
 },
 "dn_jupiter": {
 "modulus_mean": 0.08354654791786513,
 "modulus_sd": 0.03749823465606801,
 "phase_deg": [
 -176.4,
 101.0,
 177.4
 ]
 },
 "dn_saturn": {
 "modulus_mean": 0.14953885741651288,
 "modulus_sd": 0.06886537127988443,
 "phase_deg": [
 0.3,
 61.4,
 -115.5
 ]
 },
 "dn_uranus": {
 "modulus_mean": 0.12963335561168007,
 "modulus_sd": 0.01966045571679108,
 "phase_deg": [
 105.4,
 -107.1,
 -53.8
 ]
 },
 "dn_neptune": {
 "modulus_mean": 0.22734223599576509,
 "modulus_sd": 0.06174663427106835,
 "phase_deg": [
 87.3,
 23.7,
 54.9
 ]
 },
 "dn_pluto": {
 "modulus_mean": 0.16453574853096906,
 "modulus_sd": 0.11165843327739196,
 "phase_deg": [
 142.3,
 147.9,
 -169.4
 ]
 },
 "dn_true_node": {
 "modulus_mean": 0.07143526644786778,
 "modulus_sd": 0.007754335538523118,
 "phase_deg": [
 39.0,
 -104.1,
 124.4
 ]
 },
 "dn_true_south_node": {
 "modulus_mean": 0.16371919428155646,
 "modulus_sd": 0.056341965160839134,
 "phase_deg": [
 36.1,
 -38.9,
 -170.4
 ]
 },
 "dn_chiron": {
 "modulus_mean": 0.21052909382361581,
 "modulus_sd": 0.08250964237745372,
 "phase_deg": [
 24.3,
 -143.8,
 68.7
 ]
 },
 "dn_mean_lilith": {
 "modulus_mean": 0.044945973113135605,
 "modulus_sd": 0.016278063424562735,
 "phase_deg": [
 139.7,
 2.2,
 81.3
 ]
 },
 "tn_sun": {
 "modulus_mean": 0.05694271221695318,
 "modulus_sd": 0.034105553903076694,
 "phase_deg": [
 101.8,
 15.9,
 14.4
 ]
 },
 "tn_moon": {
 "modulus_mean": 0.1601519702038486,
 "modulus_sd": 0.05466427246205599,
 "phase_deg": [
 71.5,
 -69.2,
 -171.8
 ]
 },
 "tn_mercury": {
 "modulus_mean": 0.10170943245709203,
 "modulus_sd": 0.005188886364951094,
 "phase_deg": [
 53.1,
 -98.0,
 -153.9
 ]
 },
 "tn_venus": {
 "modulus_mean": 0.12963357118247956,
 "modulus_sd": 0.03648338808742989,
 "phase_deg": [
 -131.8,
 37.4,
 -89.5
 ]
 },
 "tn_mars": {
 "modulus_mean": 0.03380727160924449,
 "modulus_sd": 0.01608329614683022,
 "phase_deg": [
 32.1,
 172.4,
 -82.1
 ]
 },
 "tn_jupiter": {
 "modulus_mean": 0.11624952296768194,
 "modulus_sd": 0.01808315802914024,
 "phase_deg": [
 138.6,
 -30.2,
 -153.4
 ]
 },
 "tn_saturn": {
 "modulus_mean": 0.10706314035752185,
 "modulus_sd": 0.044445639680540105,
 "phase_deg": [
 -161.9,
 8.2,
 -145.9
 ]
 },
 "tn_uranus": {
 "modulus_mean": 0.20795923927948626,
 "modulus_sd": 0.07544020993972289,
 "phase_deg": [
 95.7,
 175.8,
 43.1
 ]
 },
 "tn_neptune": {
 "modulus_mean": 0.06267000648341406,
 "modulus_sd": 0.029966034303239384,
 "phase_deg": [
 -35.0,
 60.9,
 -128.7
 ]
 },
 "tn_pluto": {
 "modulus_mean": 0.16653734571918785,
 "modulus_sd": 0.09752536862877777,
 "phase_deg": [
 71.7,
 -136.5,
 143.6
 ]
 },
 "tn_true_node": {
 "modulus_mean": 0.10338922300614052,
 "modulus_sd": 0.032824221581489454,
 "phase_deg": [
 -137.1,
 -24.7,
 -38.1
 ]
 },
 "tn_true_south_node": {
 "modulus_mean": 0.13006995067336485,
 "modulus_sd": 0.05829304273434705,
 "phase_deg": [
 10.3,
 109.8,
 137.6
 ]
 },
 "tn_chiron": {
 "modulus_mean": 0.10621916054356613,
 "modulus_sd": 0.010141042230332829,
 "phase_deg": [
 -36.9,
 -146.8,
 -51.2
 ]
 },
 "tn_mean_lilith": {
 "modulus_mean": 0.14601735412283154,
 "modulus_sd": 0.018294174077825735,
 "phase_deg": [
 -146.4,
 -173.6,
 -74.3
 ]
 },
 "c_sun": {
 "modulus_mean": 0.07356903610487182,
 "modulus_sd": 0.044370273241745875,
 "phase_deg": [
 154.9,
 -63.5,
 121.7
 ]
 },
 "c_moon": {
 "modulus_mean": 0.046815698440932675,
 "modulus_sd": 0.010690288034056345,
 "phase_deg": [
 -39.0,
 -79.2,
 137.6
 ]
 },
 "c_mercury": {
 "modulus_mean": 0.08044058385877238,
 "modulus_sd": 0.02615487764948083,
 "phase_deg": [
 84.6,
 -173.8,
 -104.6
 ]
 },
 "c_venus": {
 "modulus_mean": 0.12596724622057653,
 "modulus_sd": 0.08090855848100378,
 "phase_deg": [
 -22.9,
 -1.5,
 90.3
 ]
 },
 "c_mars": {
 "modulus_mean": 0.08609795930034381,
 "modulus_sd": 0.013463398468485538,
 "phase_deg": [
 -125.0,
 -115.2,
 48.0
 ]
 },
 "c_jupiter": {
 "modulus_mean": 0.08717494586438664,
 "modulus_sd": 0.036304040894784895,
 "phase_deg": [
 -33.1,
 -65.3,
 -157.3
 ]
 },
 "c_saturn": {
 "modulus_mean": 0.11410030523976288,
 "modulus_sd": 0.0368101839689111,
 "phase_deg": [
 65.7,
 0.1,
 -60.0
 ]
 },
 "c_uranus": {
 "modulus_mean": 0.10895368464780786,
 "modulus_sd": 0.060184041737342125,
 "phase_deg": [
 -21.5,
 -106.0,
 128.2
 ]
 },
 "c_neptune": {
 "modulus_mean": 0.14150099741888708,
 "modulus_sd": 0.020693244483727818,
 "phase_deg": [
 67.3,
 20.2,
 -59.7
 ]
 },
 "c_pluto": {
 "modulus_mean": 0.20055253117471097,
 "modulus_sd": 0.12512322330500497,
 "phase_deg": [
 132.4,
 -112.4,
 -172.3
 ]
 },
 "c_true_node": {
 "modulus_mean": 0.08058391650823928,
 "modulus_sd": 0.02528727162905196,
 "phase_deg": [
 -32.7,
 89.0,
 58.0
 ]
 },
 "c_true_south_node": {
 "modulus_mean": 0.1549259730803391,
 "modulus_sd": 0.030751641653141717,
 "phase_deg": [
 76.5,
 -131.8,
 112.4
 ]
 },
 "c_chiron": {
 "modulus_mean": 0.2081452296370682,
 "modulus_sd": 0.05599600819195898,
 "phase_deg": [
 11.1,
 -139.1,
 115.2
 ]
 },
 "c_mean_lilith": {
 "modulus_mean": 0.08406017982786822,
 "modulus_sd": 0.03464290840339995,
 "phase_deg": [
 -59.9,
 -24.5,
 -162.1
 ]
 },
 "tc_sun": {
 "modulus_mean": 0.05067449424532703,
 "modulus_sd": 0.029399467400435923,
 "phase_deg": [
 179.7,
 -159.8,
 81.0
 ]
 },
 "tc_moon": {
 "modulus_mean": 0.0635846882763618,
 "modulus_sd": 0.012754430925299131,
 "phase_deg": [
 -113.7,
 106.8,
 -74.1
 ]
 },
 "tc_mercury": {
 "modulus_mean": 0.07808385915845689,
 "modulus_sd": 0.0108250149557773,
 "phase_deg": [
 -5.5,
 -131.8,
 152.3
 ]
 },
 "tc_venus": {
 "modulus_mean": 0.08699829132870807,
 "modulus_sd": 0.0007623012103421204,
 "phase_deg": [
 -19.8,
 16.7,
 -103.2
 ]
 },
 "tc_mars": {
 "modulus_mean": 0.09963425838670643,
 "modulus_sd": 0.06306511306154625,
 "phase_deg": [
 -128.8,
 92.2,
 -62.7
 ]
 },
 "tc_jupiter": {
 "modulus_mean": 0.08804215867957178,
 "modulus_sd": 0.040556846635070636,
 "phase_deg": [
 -146.0,
 69.2,
 40.3
 ]
 },
 "tc_saturn": {
 "modulus_mean": 0.17962745098493146,
 "modulus_sd": 0.0716262680739473,
 "phase_deg": [
 106.9,
 25.5,
 -72.9
 ]
 },
 "tc_uranus": {
 "modulus_mean": 0.32515299851663276,
 "modulus_sd": 0.12359635649067127,
 "phase_deg": [
 128.7,
 -3.4,
 -59.4
 ]
 },
 "tc_neptune": {
 "modulus_mean": 0.21044898346813257,
 "modulus_sd": 0.062363055051007435,
 "phase_deg": [
 -137.0,
 125.0,
 -41.9
 ]
 },
 "tc_pluto": {
 "modulus_mean": 0.302785985009513,
 "modulus_sd": 0.10944520704746422,
 "phase_deg": [
 -68.5,
 167.9,
 92.6
 ]
 },
 "tc_true_node": {
 "modulus_mean": 0.1831938785484292,
 "modulus_sd": 0.06717622945464785,
 "phase_deg": [
 -177.1,
 25.7,
 -40.6
 ]
 },
 "tc_true_south_node": {
 "modulus_mean": 0.07541216659292808,
 "modulus_sd": 0.04489437210806981,
 "phase_deg": [
 72.5,
 -157.6,
 -103.2
 ]
 },
 "tc_chiron": {
 "modulus_mean": 0.26958073211107486,
 "modulus_sd": 0.016864199101486024,
 "phase_deg": [
 -39.0,
 -154.6,
 73.4
 ]
 },
 "tc_mean_lilith": {
 "modulus_mean": 0.10192882677163102,
 "modulus_sd": 0.05102785640448479,
 "phase_deg": [
 -62.4,
 -70.6,
 148.4
 ]
 },
 "_bias": {
 "modulus_mean": 0.43464873375018626,
 "modulus_sd": 0.11134298468278794,
 "phase_deg": [
 72.0,
 -125.9,
 80.9
 ]
 },
 "_head_w": {
 "modulus_mean": -0.16832893717551686,
 "modulus_sd": 0.04509433447395764,
 "phase_deg": [
 0.0,
 0.0,
 0.0
 ]
 }
 },
 "E9 Lahiri 09:00 (baseline) 3-term": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6415964822249726,
 "held": 0.6258393387101802
 },
 "E9 Lahiri 09:00 (baseline) 6-term": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 84,
 "inner": 0.6021498073072318,
 "held": 0.5930668919909454
 },
 "E9 Raman 3-term": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6415964822249726,
 "held": 0.6258393387101802
 },
 "E9 Raman 6-term": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 84,
 "inner": 0.602252945734094,
 "held": 0.5930813210559305
 },
 "E9 Fagan-Bradley 3-term": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6415964822249726,
 "held": 0.6258393387101802
 },
 "E9 Fagan-Bradley 6-term": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 84,
 "inner": 0.6019812640243105,
 "held": 0.5931384601532713
 },
 "E9 Krishnamurti 3-term": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6415964822249726,
 "held": 0.6258393387101802
 },
 "E9 Krishnamurti 6-term": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 84,
 "inner": 0.6022026343063563,
 "held": 0.5930749722673371
 },
 "E9 TROPICAL 3-term": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.641586419939425,
 "held": 0.6257972058404238
 },
 "E9 TROPICAL 6-term": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 84,
 "inner": 0.6041144685603888,
 "held": 0.5941404144258329
 },
 "E9 hour 06:00 local 3-term": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.641586419939425,
 "held": 0.6257827767754387
 },
 "E9 hour 06:00 local 6-term": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 84,
 "inner": 0.6021825097352613,
 "held": 0.593087669844524
 },
 "E9 hour 12:00 local 3-term": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6415839043680381,
 "held": 0.6258716598157467
 },
 "E9 hour 12:00 local 6-term": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 84,
 "inner": 0.6020340910234351,
 "held": 0.5930697778039424
 },
 "E9 hour 18:00 local 3-term": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6416593715096447,
 "held": 0.6258982092953191
 },
 "E9 hour 18:00 local 6-term": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 84,
 "inner": 0.6019837795956974,
 "held": 0.5930894013323221
 },
 "E9 hour 12:00 UT, place ignored 3-term": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.6417071673659955,
 "held": 0.6258785857669394
 },
 "E9 hour 12:00 UT, place ignored 6-term": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 84,
 "inner": 0.6021925720208088,
 "held": 0.5932683217381367
 },
 "E9 wedding at 00:00 UT 3-term": {
 "terms": [
 "a",
 "m",
 "d"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 42,
 "inner": 0.641629184653002,
 "held": 0.625995749774618
 },
 "E9 wedding at 00:00 UT 6-term": {
 "terms": [
 "a",
 "m",
 "d",
 "mn",
 "dn",
 "tn"
 ],
 "bodies": 14,
 "pop": "FULL",
 "F": 1,
 "l2": 0.001,
 "n_train": 6258,
 "n_test": 2635,
 "phasors": 84,
 "inner": 0.6025271430152646,
 "held": 0.5934149210383848
 },
 "E10 folds a": {
 "fold_aucs": [
 0.5584784595384279,
 0.5683424172708513,
 0.5767570900123304
 ],
 "held": 0.5754663185221867
 },
 "E10 folds a+m+d": {
 "fold_aucs": [
 0.6282291385102522,
 0.615779682461348,
 0.6408470512026456
 ],
 "held": 0.6258393387101802
 },
 "E10 folds 5-term": {
 "fold_aucs": [
 0.618717097218468,
 0.625678876156055,
 0.5881087807622154
 ],
 "held": 0.6098017215606015
 },
 "E10 folds 6-term": {
 "fold_aucs": [
 0.6117021276595744,
 0.626460264123648,
 0.5760127168484036
 ],
 "held": 0.5930668919909454
 }
}