model,h,regime,mae,n,origins,mae_nc,mase lightgbm_panel,1,falling,0.024656771704544254,245,1,0.03358159931818455,0.7342345869510905 tft_lite,1,falling,0.03092800841775317,245,1,0.03358159931818455,0.9209808063252528 momentum,1,falling,0.03285927324109651,245,1,0.03358159931818455,0.9784904205948018 qanss,1,falling,0.03328320120781117,245,1,0.03358159931818455,0.9911142376649167 no_change,1,falling,0.03358159931818455,245,1,0.03358159931818455,1.0 bhpf,1,falling,0.03474119842192404,245,1,0.03358159931818455,1.034530788505703 raref,1,falling,0.03480253404983244,245,1,0.03358159931818455,1.0363572538663084 ridge_panel,1,falling,0.03511272131049051,245,1,0.03358159931818455,1.0455940760235576 qrefa,1,falling,0.035955394090373634,245,1,0.03358159931818455,1.0706873651161595 ar2_cell,1,falling,0.03603963369061085,245,1,0.03358159931818455,1.0731958698314663 mean_growth,1,falling,0.03804824282492823,245,1,0.03358159931818455,1.133008659427515 dsgfn,1,falling,0.04222133406145138,245,1,0.03358159931818455,1.2572758569776747 lightgbm_panel,1,flat,0.021209815581500566,6370,26,0.022535621825909045,0.9411684197289729 qanss,1,flat,0.02204730639749143,6370,26,0.022535621825909045,0.9783313976339362 momentum,1,flat,0.022519691605172275,6370,26,0.022535621825909045,0.999293109333311 no_change,1,flat,0.022535621825909045,6370,26,0.022535621825909045,1.0 ar2_cell,1,flat,0.022638026061711992,6370,26,0.022535621825909045,1.0045441051768633 qrefa,1,flat,0.022706952356216663,6370,26,0.022535621825909045,1.007602653773265 raref,1,flat,0.022714485186326586,6370,26,0.022535621825909045,1.0079369170196095 ridge_panel,1,flat,0.022920855102431147,6370,26,0.022535621825909045,1.0170944152106423 mean_growth,1,flat,0.023015505104033454,6370,26,0.022535621825909045,1.0212944325136257 bhpf,1,flat,0.023017366078716916,6370,26,0.022535621825909045,1.0213770117607321 dsgfn,1,flat,0.024346713280506024,6370,26,0.022535621825909045,1.0803657191529004 tft_lite,1,flat,0.02555289066196417,6370,26,0.022535621825909045,1.133888865342344 lightgbm_panel,1,rising,0.022433191188756446,1470,6,0.03267335719793239,0.6865897205744148 qrefa,1,rising,0.02551279734388946,1470,6,0.03267335719793239,0.7808440739448697 qanss,1,rising,0.02552321153141124,1470,6,0.03267335719793239,0.7811628103226067 bhpf,1,rising,0.026268046729047784,1470,6,0.03267335719793239,0.8039592188191196 ridge_panel,1,rising,0.02653643038705791,1470,6,0.03267335719793239,0.8121733627280017 dsgfn,1,rising,0.026639929311170308,1470,6,0.03267335719793239,0.815341048359001 raref,1,rising,0.027126258200924572,1470,6,0.03267335719793239,0.8302256188917481 mean_growth,1,rising,0.02941241645279237,1470,6,0.03267335719793239,0.9001957244434502 ar2_cell,1,rising,0.02956169191657793,1470,6,0.03267335719793239,0.9047644457683285 no_change,1,rising,0.03267335719793239,1470,6,0.03267335719793239,1.0 momentum,1,rising,0.0333559722402465,1470,6,0.03267335719793239,1.0208920998897935 tft_lite,1,rising,0.03355040635461139,1470,6,0.03267335719793239,1.026842945809514 dsgfn,3,falling,0.030110394728180768,245,1,0.04546304561485683,0.6623048306807896 qrefa,3,falling,0.03393100042501999,245,1,0.04546304561485683,0.7463424406817941 tft_lite,3,falling,0.0350264476657545,245,1,0.04546304561485683,0.7704377740656301 lightgbm_panel,3,falling,0.038063125161608855,245,1,0.04546304561485683,0.8372321881834119 momentum,3,falling,0.03869248089352037,245,1,0.04546304561485683,0.8510754255512544 no_change,3,falling,0.04546304561485683,245,1,0.04546304561485683,1.0 ridge_panel,3,falling,0.048931964152692145,245,1,0.04546304561485683,1.0763019391006596 bhpf,3,falling,0.049791774432256304,245,1,0.04546304561485683,1.0952142285862365 raref,3,falling,0.05029498549793425,245,1,0.04546304561485683,1.106282802168854 qanss,3,falling,0.051767526857700336,245,1,0.04546304561485683,1.138672655066982 ar2_cell,3,falling,0.05660438315389294,245,1,0.04546304561485683,1.2450635981016467 mean_growth,3,falling,0.06379584148233332,245,1,0.04546304561485683,1.403246100641474 momentum,3,flat,0.03002238001950596,3185,13,0.03097751876586329,0.969166712364004 no_change,3,flat,0.03097751876586329,3185,13,0.03097751876586329,1.0 lightgbm_panel,3,flat,0.03107451160196714,3185,13,0.03097751876586329,1.003131071821373 qanss,3,flat,0.03246282209439642,3185,13,0.03097751876586329,1.047947782382426 ridge_panel,3,flat,0.03442066952254291,3185,13,0.03097751876586329,1.1111499853394946 tft_lite,3,flat,0.034608122667249254,3185,13,0.03097751876586329,1.1172012493585133 qrefa,3,flat,0.03506004617936253,3185,13,0.03097751876586329,1.1317900069516904 bhpf,3,flat,0.035313522620699034,3185,13,0.03097751876586329,1.1399726003754036 ar2_cell,3,flat,0.0353622693962597,3185,13,0.03097751876586329,1.141546218195769 raref,3,flat,0.03545449228239663,3185,13,0.03097751876586329,1.1445233089961644 mean_growth,3,flat,0.03797299984437391,3185,13,0.03097751876586329,1.225824448090385 dsgfn,3,flat,0.039956925253002804,3185,13,0.03097751876586329,1.2898684867244652 lightgbm_panel,3,rising,0.0316198375845014,4165,17,0.05003598741380172,0.6319419125878889 qrefa,3,rising,0.03357263080860618,4165,17,0.05003598741380172,0.6709696868967084 dsgfn,3,rising,0.03489988455218414,4165,17,0.05003598741380172,0.6974956697378475 ridge_panel,3,rising,0.03493676620431513,4165,17,0.05003598741380172,0.6982327722522034 bhpf,3,rising,0.03520307886881144,4165,17,0.05003598741380172,0.7035551947377212 raref,3,rising,0.03523948207926007,4165,17,0.05003598741380172,0.704282735300628 qanss,3,rising,0.03563536295720812,4165,17,0.05003598741380172,0.712194658266674 ar2_cell,3,rising,0.038182347462657334,4165,17,0.05003598741380172,0.7630977109912149 mean_growth,3,rising,0.04012083997376871,4165,17,0.05003598741380172,0.8018396767503772 tft_lite,3,rising,0.046819328512811204,4165,17,0.05003598741380172,0.9357130923711271 no_change,3,rising,0.05003598741380172,4165,17,0.05003598741380172,1.0 momentum,3,rising,0.05204544102484883,4165,17,0.05003598741380172,1.0401601670099716 no_change,6,falling,0.03757682805414114,245,1,0.03757682805414114,1.0 momentum,6,falling,0.037617485336846085,245,1,0.03757682805414114,1.001081977506094 qanss,6,falling,0.03886405788868796,245,1,0.03757682805414114,1.034255947114327 lightgbm_panel,6,falling,0.05165528938738342,245,1,0.03757682805414114,1.3746580555697212 ar2_cell,6,falling,0.058052398867755664,245,1,0.03757682805414114,1.5448988611841605 dsgfn,6,falling,0.05837598115459472,245,1,0.03757682805414114,1.5535100799483637 raref,6,falling,0.05876483247510286,245,1,0.03757682805414114,1.5638582477061074 mean_growth,6,falling,0.06005558287620146,245,1,0.03757682805414114,1.5982078846482908 tft_lite,6,falling,0.06059043894455891,245,1,0.03757682805414114,1.6124415519388566 qrefa,6,falling,0.06063315321231555,245,1,0.03757682805414114,1.6135782702295836 ridge_panel,6,falling,0.0649990967124605,245,1,0.03757682805414114,1.7297653920870868 bhpf,6,falling,0.06712974865512429,245,1,0.03757682805414114,1.7864666107102747 no_change,6,flat,0.03567419099549375,1470,6,0.03567419099549375,1.0 momentum,6,flat,0.038976361637879924,1470,6,0.03567419099549375,1.092564695939518 lightgbm_panel,6,flat,0.04004966944387611,1470,6,0.03567419099549375,1.1226510910628655 ar2_cell,6,flat,0.042987134203746606,1470,6,0.03567419099549375,1.2049925451477401 qrefa,6,flat,0.04353327583037643,1470,6,0.03567419099549375,1.220301697545865 ridge_panel,6,flat,0.04490257423865217,1470,6,0.03567419099549375,1.2586851442356217 raref,6,flat,0.04611806292639525,1470,6,0.03567419099549375,1.2927570784217848 qanss,6,flat,0.047164662726512104,1470,6,0.03567419099549375,1.3220948088905446 tft_lite,6,flat,0.04752041377623031,1470,6,0.03567419099549375,1.3320670336219518 bhpf,6,flat,0.0475496940140576,1470,6,0.03567419099549375,1.3328878017181642 mean_growth,6,flat,0.04941592905129206,1470,6,0.03567419099549375,1.3852011124102048 dsgfn,6,flat,0.049558686065039444,1470,6,0.03567419099549375,1.3892028012996718 lightgbm_panel,6,rising,0.0396734682500034,4410,18,0.060651993078745074,0.6541164805333759 ar2_cell,6,rising,0.04267100811795142,4410,18,0.060651993078745074,0.7035384321592076 mean_growth,6,rising,0.043994480488633594,4410,18,0.060651993078745074,0.7253591886340014 qrefa,6,rising,0.04428736095698938,4410,18,0.060651993078745074,0.73018805663139 qanss,6,rising,0.04478778283590437,4410,18,0.060651993078745074,0.7384387645391299 bhpf,6,rising,0.04626222154749114,4410,18,0.060651993078745074,0.7627485792169838 raref,6,rising,0.046562655711780594,4410,18,0.060651993078745074,0.7677019888089719 dsgfn,6,rising,0.04670251092253517,4410,18,0.060651993078745074,0.7700078522052992 ridge_panel,6,rising,0.047517037021759245,4410,18,0.060651993078745074,0.7834373548131784 tft_lite,6,rising,0.05292563443516496,4410,18,0.060651993078745074,0.8726116282188962 no_change,6,rising,0.060651993078745074,4410,18,0.060651993078745074,1.0 momentum,6,rising,0.0645579872747506,4410,18,0.060651993078745074,1.0644000963156204 ar2_cell,12,rising,0.0474118212543349,3185,13,0.07523138744350522,0.63021330412042 mean_growth,12,rising,0.051112625070748145,3185,13,0.07523138744350522,0.6794055886465077 lightgbm_panel,12,rising,0.05685686681072919,3185,13,0.07523138744350522,0.7557599127548417 tft_lite,12,rising,0.06933777200280838,3185,13,0.07523138744350522,0.9216601522187449 no_change,12,rising,0.07523138744350522,3185,13,0.07523138744350522,1.0 momentum,12,rising,0.07536892469987537,3185,13,0.07523138744350522,1.0018281898160317 qrefa,12,rising,0.0761398480197341,3185,13,0.07523138744350522,1.0120755525997853 bhpf,12,rising,0.08090172565325157,3185,13,0.07523138744350522,1.0753719744169876 qanss,12,rising,0.08104369779623316,3185,13,0.07523138744350522,1.0772591141841255 dsgfn,12,rising,0.08330804640333955,3185,13,0.07523138744350522,1.1073575702149516 raref,12,rising,0.08756413105792525,3185,13,0.07523138744350522,1.1639308277237512 ridge_panel,12,rising,0.09112859708993361,3185,13,0.07523138744350522,1.2113108662041672