Ran all wellness poly regressions and outputted results

5 years ago · dd143ab351
--- a/wellness_poly_regressions/normDesire_vs_MenstruationNumber_2_degree.png
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--- a/wellness_poly_regressions/normDesire_vs_normIrritability_2_degree.png
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--- a/wellness_poly_regressions/normDesire_vs_normSleepHours_2_degree.png
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--- a/wellness_poly_regressions/normDesire_vs_normSleepHours_3_degree.png
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--- a/wellness_poly_regressions/normDesire_vs_normSleepQuality_2_degree.png
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--- a/wellness_poly_regressions/normFatigue_vs_MenstruationNumber_2_degree.png
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--- a/wellness_poly_regressions/normFatigue_vs_MenstruationNumber_3_degree.png
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--- a/wellness_poly_regressions/normFatigue_vs_MenstruationNumber_4_degree.png
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--- a/wellness_poly_regressions/normFatigue_vs_normDesire_2_degree.png
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--- a/wellness_poly_regressions/normFatigue_vs_normDesire_3_degree.png
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--- a/wellness_poly_regressions/normFatigue_vs_normDesire_4_degree.png
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--- a/wellness_poly_regressions/normFatigue_vs_normIrritability_2_degree.png
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--- a/wellness_poly_regressions/normFatigue_vs_normIrritability_3_degree.png
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--- a/wellness_poly_regressions/normFatigue_vs_normIrritability_4_degree.png
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--- a/wellness_poly_regressions/normFatigue_vs_normSleepHours_2_degree.png
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--- a/wellness_poly_regressions/normFatigue_vs_normSleepHours_3_degree.png
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--- a/wellness_poly_regressions/normFatigue_vs_normSleepHours_4_degree.png
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--- a/wellness_poly_regressions/normFatigue_vs_normSleepQuality_2_degree.png
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--- a/wellness_poly_regressions/normFatigue_vs_normSleepQuality_3_degree.png
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--- a/wellness_poly_regressions/normFatigue_vs_normSleepQuality_4_degree.png
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--- a/wellness_poly_regressions/normIrritability_vs_MenstruationNumber_2_degree.png
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--- a/wellness_poly_regressions/normIrritability_vs_MenstruationNumber_3_degree.png
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--- a/wellness_poly_regressions/normIrritability_vs_MenstruationNumber_4_degree.png
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--- a/wellness_poly_regressions/normIrritability_vs_normSleepHours_2_degree.png
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--- a/wellness_poly_regressions/normIrritability_vs_normSleepHours_3_degree.png
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--- a/wellness_poly_regressions/normIrritability_vs_normSleepHours_4_degree.png
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--- a/wellness_poly_regressions/normIrritability_vs_normSleepQuality_2_degree.png
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--- a/wellness_poly_regressions/normIrritability_vs_normSleepQuality_3_degree.png
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--- a/wellness_poly_regressions/normIrritability_vs_normSleepQuality_4_degree.png
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--- a/wellness_poly_regressions/normSleepHours_vs_MenstruationNumber_2_degree.png
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--- a/wellness_poly_regressions/normSleepHours_vs_MenstruationNumber_3_degree.png
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--- a/wellness_poly_regressions/normSleepHours_vs_MenstruationNumber_4_degree.png
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--- a/wellness_poly_regressions/normSleepHours_vs_normSleepQuality_2_degree.png
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--- a/wellness_poly_regressions/normSleepHours_vs_normSleepQuality_3_degree.png
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--- a/wellness_poly_regressions/normSleepHours_vs_normSleepQuality_4_degree.png
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--- a/wellness_poly_regressions/normSleepQuality_vs_MenstruationNumber_2_degree.png
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--- a/wellness_poly_regressions/normSleepQuality_vs_MenstruationNumber_3_degree.png
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--- a/wellness_poly_regressions/normSleepQuality_vs_MenstruationNumber_4_degree.png
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--- a/wellness_poly_regressions/normSoreness_vs_MenstruationNumber_2_degree.png
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--- a/wellness_poly_regressions/normSoreness_vs_MenstruationNumber_3_degree.png
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--- a/wellness_poly_regressions/normSoreness_vs_MenstruationNumber_4_degree.png
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--- a/wellness_poly_regressions/normSoreness_vs_normDesire_2_degree.png
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--- a/wellness_poly_regressions/normSoreness_vs_normDesire_3_degree.png
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--- a/wellness_poly_regressions/normSoreness_vs_normDesire_4_degree.png
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--- a/wellness_poly_regressions/normSoreness_vs_normFatigue_2_degree.png
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--- a/wellness_poly_regressions/normSoreness_vs_normFatigue_3_degree.png
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--- a/wellness_poly_regressions/normSoreness_vs_normFatigue_4_degree.png
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--- a/wellness_poly_regressions/normSoreness_vs_normIrritability_2_degree.png
+++ b/wellness_poly_regressions/normSoreness_vs_normIrritability_2_degree.png
--- a/wellness_poly_regressions/normSoreness_vs_normIrritability_3_degree.png
+++ b/wellness_poly_regressions/normSoreness_vs_normIrritability_3_degree.png
--- a/wellness_poly_regressions/normSoreness_vs_normIrritability_4_degree.png
+++ b/wellness_poly_regressions/normSoreness_vs_normIrritability_4_degree.png
--- a/wellness_poly_regressions/normSoreness_vs_normSleepHours_2_degree.png
+++ b/wellness_poly_regressions/normSoreness_vs_normSleepHours_2_degree.png
--- a/wellness_poly_regressions/normSoreness_vs_normSleepHours_3_degree.png
+++ b/wellness_poly_regressions/normSoreness_vs_normSleepHours_3_degree.png
--- a/wellness_poly_regressions/normSoreness_vs_normSleepHours_4_degree.png
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--- a/wellness_poly_regressions/normSoreness_vs_normSleepQuality_2_degree.png
+++ b/wellness_poly_regressions/normSoreness_vs_normSleepQuality_2_degree.png
--- a/wellness_poly_regressions/normSoreness_vs_normSleepQuality_3_degree.png
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--- a/wellness_poly_regressions/normSoreness_vs_normSleepQuality_4_degree.png
+++ b/wellness_poly_regressions/normSoreness_vs_normSleepQuality_4_degree.png
--- a/wellness_poly_regressions/wellness_poly_regression_desc.csv
+++ b/wellness_poly_regressions/wellness_poly_regression_desc.csv
@ -0,0 +1,64 @@
 xVal, yVal, degree, r2, rmse
 normSoreness, normFatigue, 2, 0.16854967429853518, 0.9033575013918365
 normSoreness, normFatigue, 3, 0.17006015472626201, 0.9025365719486311
 normSoreness, normFatigue, 4, 0.17055326322782471, 0.9022684111987103
 normSoreness, normDesire, 2, 0.09702753580052226, 0.9408536578361171
 normSoreness, normDesire, 3, 0.09735543680398395, 0.940682813827439
 normSoreness, normDesire, 4, 0.10223585110043043, 0.9381363274157384
 normSoreness, normIrritability, 2, 0.032418630567133566, 0.9819871762899308
 normSoreness, normIrritability, 3, 0.03261787177694686, 0.9818860672812905
 normSoreness, normIrritability, 4, 0.034543628328234544, 0.980908265725734
 normSoreness, normSleepHours, 2, 0.0011338446969086924, 0.9780197919269892
 normSoreness, normSleepHours, 3, 0.001843402686714568, 0.9776723554666978
 normSoreness, normSleepHours, 4, 0.0020137564689429732, 0.9775889230219283
 normSoreness, normSleepQuality, 2, 0.019594649756118798, 0.981995418492479
 normSoreness, normSleepQuality, 3, 0.01986261536093159, 0.9818612092191729
 normSoreness, normSleepQuality, 4, 0.020514330099920652, 0.9815347244646507
 normSoreness, MenstruationNumber, 2, 0.00044841702343612067, 0.3486519499940022
 normSoreness, MenstruationNumber, 3, 0.000554110484162873, 0.3486335161252519
 normSoreness, MenstruationNumber, 4, 0.0005547900767390868, 0.3486333975951783
 normFatigue, normDesire, 2, 0.17044223675854964, 0.9017956586323999
 normFatigue, normDesire, 3, 0.17050241420665846, 0.9017629491888505
 normFatigue, normDesire, 4, 0.1708742559722647, 0.9015608083271118
 normFatigue, normIrritability, 2, 0.09218025965334886, 0.9511781793201747
 normFatigue, normIrritability, 3, 0.09220971365139041, 0.9511627488188138
 normFatigue, normIrritability, 4, 0.09233746191827452, 0.9510958205482378
 normFatigue, normSleepHours, 2, 0.037395679724302355, 0.9601031570708193
 normFatigue, normSleepHours, 3, 0.037684532627811795, 0.9599590950784357
 normFatigue, normSleepHours, 4, 0.038112628469872734, 0.9597455475331765
 normFatigue, normSleepQuality, 2, 0.1420596292108267, 0.9186184788560888
 normFatigue, normSleepQuality, 3, 0.14230117332089598, 0.9184891560556917
 normFatigue, normSleepQuality, 4, 0.14342854510375913, 0.9178853198307455
 normFatigue, MenstruationNumber, 2, 0.00027452223877810766, 0.3486822766525199
 normFatigue, MenstruationNumber, 3, 0.00027698344816373677, 0.3486818474443827
 normFatigue, MenstruationNumber, 4, 0.0004451365239876992, 0.3486525221263516
 normDesire, normIrritability, 2, 0.11666322360262527, 0.9382643679754818
 normDesire, normIrritability, 3, 0.1260690807253083, 0.9332556331480653
 normDesire, normIrritability, 4, 0.12620943541142648, 0.9331806889744677
 normDesire, normSleepHours, 2, 0.00026365971406716593, 0.9784457112843362
 normDesire, normSleepHours, 3, 0.000703037710309995, 0.9782306772075785
 normDesire, normSleepHours, 4, 0.0016808528069790496, 0.9777519592356363
 normDesire, normSleepQuality, 2, 0.03521627084735923, 0.974140524703551
 normDesire, normSleepQuality, 3, 0.03910728572266642, 0.9721741644763685
 normDesire, normSleepQuality, 4, 0.03919352657097985, 0.9721305368139393
 normDesire, MenstruationNumber, 2, 0.00025365769743490585, 0.3486859151802862
 normDesire, MenstruationNumber, 3, 0.001084296589686895, 0.34854103229587113
 normDesire, MenstruationNumber, 4, 0.001167671735395226, 0.34852648639092143
 normIrritability, normSleepHours, 2, 0.0054773031348056556, 0.9758910701062076
 normIrritability, normSleepHours, 3, 0.005760770582335373, 0.9757519817442735
 normIrritability, normSleepHours, 4, 0.00604160923489816, 0.9756141636933635
 normIrritability, normSleepQuality, 2, 0.0571290005694004, 0.9630143625256148
 normIrritability, normSleepQuality, 3, 0.06372152915693075, 0.9596417716991388
 normIrritability, normSleepQuality, 4, 0.06372236804314457, 0.9596413417894175
 normIrritability, MenstruationNumber, 2, 3.478074077056803e-05, 0.34872408242930736
 normIrritability, MenstruationNumber, 3, 0.00021136235215735155, 0.3486932908687858
 normIrritability, MenstruationNumber, 4, 0.00045263232822978505, 0.34865121482644773
 normSleepHours, normSleepQuality, 2, 0.11537381813541336, 0.9327956662582828
 normSleepHours, normSleepQuality, 3, 0.1264879229963617, 0.9269175012315237
 normSleepHours, normSleepQuality, 4, 0.12825670781561405, 0.9259785626300854
 normSleepHours, MenstruationNumber, 2, 0.00028226050221602517, 0.3486809271817931
 normSleepHours, MenstruationNumber, 3, 0.0003063947730116423, 0.3486767183884638
 normSleepHours, MenstruationNumber, 4, 0.00036532726929028314, 0.3486664408933668
 normSleepQuality, MenstruationNumber, 2, 0.00028132986323747833, 0.3486810894755954
 normSleepQuality, MenstruationNumber, 3, 0.00028142151526955317, 0.3486810734924333
 normSleepQuality, MenstruationNumber, 4, 0.00032000171402246647, 0.34867434544156367