TeX 62.3%
Python 37.6%
1model,h,n,share_declines,brier_decline,brier_skill_decline,brier_up2,brier_skill_up22lightgbm_panel,1,8085,0.40321583178726034,0.21928315987886524,0.08872299497677905,0.16602721493965827,0.160800065705224763bhpf,1,8085,0.40321583178726034,0.2262226156087177,0.059884636219615484,0.20689922180995976,-0.0457912783254432744raref,1,8085,0.40321583178726034,0.2263580566698373,0.05932178258050147,0.2063321071697286,-0.0429247448538521155qanss,1,8085,0.40321583178726034,0.22645550875210235,0.05891680008340128,0.18874635846549534,0.045964050651635786ridge_panel,1,8085,0.40321583178726034,0.23086390147832278,0.0405968026757777,0.20547466973824036,-0.038590747946005927qrefa,1,8085,0.40321583178726034,0.2337368979738533,0.02865746523036905,0.18507937349305467,0.06449916580760948momentum,1,8085,0.40321583178726034,0.23958857411434503,0.0043396019224029025,0.19481552858723092,0.015286868183475919ar2_cell,1,8085,0.40321583178726034,0.24384632106023515,-0.013354355457365186,0.19702025994953787,0.00414284932453112810no_change,1,8085,0.40321583178726034,0.24396272041604133,-0.013838077309988428,0.20166772001319344,-0.0193481679853408911mean_growth,1,8085,0.40321583178726034,0.24942067068227392,-0.03651973045164181,0.20371291997321644,-0.02968582059665991812dsgfn,1,8085,0.40321583178726034,0.25163348443506117,-0.04571554051944671,0.20840285288943008,-0.0533915208733515313tft_lite,1,8085,0.40321583178726034,0.2752026233492194,-0.14366202365356018,0.21536105027536884,-0.0885623739844643214qrefa,3,7595,0.3052007899934167,0.1755423848803094,0.17217788380531418,0.2120256017216914,0.151436726542391615lightgbm_panel,3,7595,0.3052007899934167,0.18074860316943936,0.14762641924353548,0.20701061189976058,0.171507586594660716dsgfn,3,7595,0.3052007899934167,0.18185853205787755,0.14239222077984814,0.23544214062476757,0.0577196718881899417bhpf,3,7595,0.3052007899934167,0.18411549152556178,0.13174885983896834,0.2173244448875677,0.130229836120373118ridge_panel,3,7595,0.3052007899934167,0.18794442747989878,0.1136923781143161,0.22027454388065595,0.1184230277053925919raref,3,7595,0.3052007899934167,0.1938523074308455,0.08583202013552083,0.22740925436197365,0.0898686775135408820qanss,3,7595,0.3052007899934167,0.1967151549893861,0.07233141442214985,0.21603966154442186,0.135371762144828721momentum,3,7595,0.3052007899934167,0.2053672870591195,0.03152972265724541,0.242168533721719,0.0307994787673426822ar2_cell,3,7595,0.3052007899934167,0.2077906270383743,0.020101745127751758,0.24581113351998804,0.01622116188666500323no_change,3,7595,0.3052007899934167,0.2166040584200815,-0.021460601323882278,0.25511032851350995,-0.0209958311563798224tft_lite,3,7595,0.3052007899934167,0.22336772133246965,-0.053356657362874316,0.24771557462211855,0.00859925791559490425mean_growth,3,7595,0.3052007899934167,0.22572834638583555,-0.0644888840815212,0.2640650311468166,-0.0568341059574213326qrefa,6,6125,0.22922448979591836,0.16559324812586895,0.06275376866440074,0.22289448379821586,0.05161870009530955527dsgfn,6,6125,0.22922448979591836,0.1700969499809324,0.03726313037757356,0.24097467928995442,-0.02530971468999698728momentum,6,6125,0.22922448979591836,0.17065191714194894,0.03412205496499143,0.22268768341483686,0.0524986035055137229lightgbm_panel,6,6125,0.22922448979591836,0.17402607745011303,0.01502454302812084,0.23906653164814418,-0.01719084377801727330ar2_cell,6,6125,0.22922448979591836,0.17619756964515887,0.0027340487041348505,0.23214222525077768,0.01227100108314904731no_change,6,6125,0.22922448979591836,0.17859085236866623,-0.010811764537132396,0.23696632312850274,-0.0082547837554121132bhpf,6,6125,0.22922448979591836,0.17881543407288783,-0.012082881314482208,0.23447121970524365,0.00236149255445516933qanss,6,6125,0.22922448979591836,0.18148693988984244,-0.027203417853681078,0.22348342244046165,0.049112857933675734raref,6,6125,0.22922448979591836,0.18464495469516598,-0.045077561324444515,0.2434499129028816,-0.03584144805276978735tft_lite,6,6125,0.22922448979591836,0.18565414246188722,-0.0507894936753972,0.25361836227583107,-0.0791066158128794836ridge_panel,6,6125,0.22922448979591836,0.18599398866111114,-0.05271299945272356,0.24948469088186243,-0.0615184880890016237mean_growth,6,6125,0.22922448979591836,0.1867070568828642,-0.056748915838729985,0.24253306773348074,-0.0319404147084232438ar2_cell,12,3185,0.09795918367346938,0.08904263744412978,-0.007689350034670195,0.15212649134579986,-0.01325749905932993639momentum,12,3185,0.09795918367346938,0.08926895858318873,-0.01025061066287769,0.15198940606671982,-0.0123444254334961240no_change,12,3185,0.09795918367346938,0.08950572832216319,-0.012930117371388716,0.1529014133400336,-0.01841896380420804441lightgbm_panel,12,3185,0.09795918367346938,0.0901163254482887,-0.01984020268354625,0.16207171593128789,-0.079498909755963342raref,12,3185,0.09795918367346938,0.09446081461915624,-0.06900648520264951,0.17348894611644758,-0.1555447976303041543ridge_panel,12,3185,0.09795918367346938,0.0946304231330352,-0.07092593298650796,0.17411600923673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