From 4dcfa26ff50cc8448684e2dd79316f71807392c1 Mon Sep 17 00:00:00 2001 From: gb21553 Date: Wed, 21 Feb 2024 11:04:00 +0000 Subject: [PATCH] Mape experiment completed --- examples/lotka-voltera/dataset_mape.py | 4 +- examples/lotka-voltera/mape_scores.csv | 610 +++++++++++++++++++++++++ examples/lotka-voltera/nohup.log | 610 +++++++++++++++++++++++++ 3 files changed, 1222 insertions(+), 2 deletions(-) diff --git a/examples/lotka-voltera/dataset_mape.py b/examples/lotka-voltera/dataset_mape.py index f7e614c..ed521b3 100644 --- a/examples/lotka-voltera/dataset_mape.py +++ b/examples/lotka-voltera/dataset_mape.py @@ -1,5 +1,5 @@ -beta = 0.6176 -delta = 0.5860 +beta = 1.2180 +delta = 1.2180 # %% diff --git a/examples/lotka-voltera/mape_scores.csv b/examples/lotka-voltera/mape_scores.csv index 424e669..06f6104 100644 --- a/examples/lotka-voltera/mape_scores.csv +++ b/examples/lotka-voltera/mape_scores.csv @@ -496,3 +496,613 @@ beta,delta,mape 0.6176,0.4912,0.0938558354973793 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= 0.7756, mape = 0.14169691503047943 +beta = 0.6492, delta = 0.8072, mape = 0.15156668424606323 +beta = 0.6492, delta = 0.8388, mape = 0.18158701062202454 +beta = 0.6492, delta = 0.8704, mape = 0.1792195737361908 +beta = 0.6492, delta = 0.9020, mape = 0.1681886911392212 +beta = 0.6492, delta = 0.9336, mape = 0.15436005592346191 +beta = 0.6492, delta = 0.9652, mape = 0.1307995617389679 +beta = 0.6492, delta = 0.9968, mape = 5.236907958984375 +beta = 0.6492, delta = 1.0284, mape = 5.620785236358643 +beta = 0.6492, delta = 1.0600, mape = 6.015829086303711 +beta = 0.6492, delta = 1.0916, mape = 6.387440204620361 +beta = 0.6492, delta = 1.1232, mape = 6.792819023132324 +beta = 0.6492, delta = 1.1548, mape = 7.202695846557617 +beta = 0.6492, delta = 1.1864, mape = 7.5519328117370605 +beta = 0.6492, delta = 1.2180, mape = 8.031676292419434 +beta = 0.6808, delta = 0.2700, mape = 0.11236421018838882 +beta = 0.6808, delta = 0.3016, mape = 0.11599181592464447 +beta = 0.6808, delta = 0.3332, mape = 0.13915665447711945 +beta = 0.6808, delta = 0.3648, mape = 0.16360242664813995 +beta = 0.6808, delta = 0.3964, mape = 0.14293254911899567 +beta = 0.6808, delta = 0.4280, mape = 0.09103767573833466 +beta = 0.6808, delta = 0.4596, mape = 0.07073931396007538 +beta = 0.6808, delta = 0.4912, mape = 0.061586592346429825 +beta = 0.6808, delta = 0.5228, mape = 0.05937075987458229 +beta = 0.6808, delta = 0.5544, mape = 0.06139228120446205 +beta = 0.6808, delta = 0.5860, mape = 0.18218915164470673 +beta = 0.6808, delta = 0.6176, mape = 0.11755398660898209 +beta = 0.6808, delta = 0.6492, mape = 0.11090779304504395 +beta = 0.6808, delta = 0.6808, mape = 0.12052274495363235 +beta = 0.6808, delta = 0.7124, mape = 0.1384686678647995 +beta = 0.6808, delta = 0.7440, mape = 0.15895098447799683 +beta = 0.6808, delta = 0.7756, mape = 0.17863623797893524 +beta = 0.6808, delta = 0.8072, mape = 0.1939389407634735 +beta = 0.6808, delta = 0.8388, mape = 0.20812362432479858 +beta = 0.6808, delta = 0.8704, mape = 0.26083648204803467 +beta = 0.6808, delta = 0.9020, mape = 0.2392059564590454 +beta = 0.6808, delta = 0.9336, mape = 0.20499871671199799 +beta = 0.6808, delta = 0.9652, mape = 0.16799624264240265 +beta = 0.6808, delta = 0.9968, mape = 0.15582774579524994 +beta = 0.6808, delta = 1.0284, mape = 5.822235107421875 +beta = 0.6808, delta = 1.0600, mape = 6.279836177825928 +beta = 0.6808, delta = 1.0916, mape = 6.7409772872924805 +beta = 0.6808, delta = 1.1232, mape = 7.205175876617432 +beta = 0.6808, delta = 1.1548, mape = 7.557348728179932 +beta = 0.6808, delta = 1.1864, mape = 8.00737190246582 +beta = 0.6808, delta = 1.2180, mape = 8.436468124389648 +beta = 0.7124, delta = 0.2700, mape = 0.13352397084236145 +beta = 0.7124, delta = 0.3016, mape = 0.10941118746995926 +beta = 0.7124, delta = 0.3332, mape = 0.11317122727632523 +beta = 0.7124, delta = 0.3648, mape = 0.13303683698177338 +beta = 0.7124, delta = 0.3964, mape = 0.1187271699309349 +beta = 0.7124, delta = 0.4280, mape = 0.08933773636817932 +beta = 0.7124, delta = 0.4596, mape = 0.06563171744346619 +beta = 0.7124, delta = 0.4912, mape = 0.05468321219086647 +beta = 0.7124, delta = 0.5228, mape = 0.062411848455667496 +beta = 0.7124, delta = 0.5544, mape = 0.058809489011764526 +beta = 0.7124, delta = 0.5860, mape = 0.06248897314071655 +beta = 0.7124, delta = 0.6176, mape = 0.2818509340286255 +beta = 0.7124, delta = 0.6492, mape = 0.16662824153900146 +beta = 0.7124, delta = 0.6808, mape = 0.1635495275259018 +beta = 0.7124, delta = 0.7124, mape = 0.17867490649223328 +beta = 0.7124, delta = 0.7440, mape = 0.200001060962677 +beta = 0.7124, delta = 0.7756, mape = 0.2220182716846466 +beta = 0.7124, delta = 0.8072, mape = 0.2417929768562317 +beta = 0.7124, delta = 0.8388, mape = 0.25786319375038147 +beta = 0.7124, delta = 0.8704, mape = 0.2699902355670929 +beta = 0.7124, delta = 0.9020, mape = 0.2662534713745117 +beta = 0.7124, delta = 0.9336, mape = 0.2758549153804779 +beta = 0.7124, delta = 0.9652, mape = 0.22292977571487427 +beta = 0.7124, delta = 0.9968, mape = 0.19246070086956024 +beta = 0.7124, delta = 1.0284, mape = 0.18316078186035156 +beta = 0.7124, delta = 1.0600, mape = 0.18464960157871246 +beta = 0.7124, delta = 1.0916, mape = 7.070633411407471 +beta = 0.7124, delta = 1.1232, mape = 7.639949321746826 +beta = 0.7124, delta = 1.1548, mape = 8.22890567779541 +beta = 0.7124, delta = 1.1864, mape = 8.45689868927002 +beta = 0.7124, delta = 1.2180, mape = 8.979354858398438 +beta = 0.7440, delta = 0.2700, mape = 0.144187793135643 +beta = 0.7440, delta = 0.3016, mape = 0.0982741117477417 +beta = 0.7440, delta = 0.3332, mape = 0.08430210500955582 +beta = 0.7440, delta = 0.3648, mape = 0.09432519972324371 +beta = 0.7440, delta = 0.3964, mape = 0.0888984277844429 +beta = 0.7440, delta = 0.4280, mape = 0.08263865113258362 +beta = 0.7440, delta = 0.4596, mape = 0.07758612930774689 +beta = 0.7440, delta = 0.4912, mape = 0.062328677624464035 +beta = 0.7440, delta = 0.5228, mape = 0.06156536564230919 +beta = 0.7440, delta = 0.5544, mape = 0.9914633631706238 +beta = 0.7440, delta = 0.5860, mape = 0.05983710289001465 +beta = 0.7440, delta = 0.6176, mape = 1.1285207271575928 +beta = 0.7440, delta = 0.6492, mape = 0.24155449867248535 +beta = 0.7440, delta = 0.6808, mape = 0.24358955025672913 +beta = 0.7440, delta = 0.7124, mape = 0.2539987564086914 +beta = 0.7440, delta = 0.7440, mape = 0.2738066613674164 +beta = 0.7440, delta = 0.7756, mape = 0.2984161674976349 +beta = 0.7440, delta = 0.8072, mape = 0.3246714770793915 +beta = 0.7440, delta = 0.8388, mape = 0.2791670858860016 +beta = 0.7440, delta = 0.8704, mape = 0.2697729766368866 +beta = 0.7440, delta = 0.9020, mape = 0.25743311643600464 +beta = 0.7440, delta = 0.9336, mape = 0.24240368604660034 +beta = 0.7440, delta = 0.9652, mape = 0.23191407322883606 +beta = 0.7440, delta = 0.9968, mape = 0.21716518700122833 +beta = 0.7440, delta = 1.0284, mape = 0.19853690266609192 +beta = 0.7440, delta = 1.0600, mape = 0.20336776971817017 +beta = 0.7440, delta = 1.0916, mape = 0.22388051450252533 +beta = 0.7440, delta = 1.1232, mape = 0.25455957651138306 +beta = 0.7440, delta = 1.1548, mape = 0.25663018226623535 +beta = 0.7440, delta = 1.1864, mape = 8.814738273620605 +beta = 0.7440, delta = 1.2180, mape = 9.236069679260254 +beta = 0.7756, delta = 0.2700, mape = 0.15976594388484955 +beta = 0.7756, delta = 0.3016, mape = 0.08737702667713165 +beta = 0.7756, delta = 0.3332, mape = 0.060033611953258514 +beta = 0.7756, delta = 0.3648, mape = 0.058453693985939026 +beta = 0.7756, delta = 0.3964, mape = 0.06482847034931183 +beta = 0.7756, delta = 0.4280, mape = 0.0766802728176117 +beta = 0.7756, delta = 0.4596, mape = 0.08222044259309769 +beta = 0.7756, delta = 0.4912, mape = 0.07979096472263336 +beta = 0.7756, delta = 0.5228, mape = 0.06422334909439087 +beta = 0.7756, delta = 0.5544, mape = 0.05402378365397453 +beta = 0.7756, delta = 0.5860, mape = 0.05231935530900955 +beta = 0.7756, delta = 0.6176, mape = 0.0681610032916069 +beta = 0.7756, delta = 0.6492, mape = 0.16676682233810425 +beta = 0.7756, delta = 0.6808, mape = 0.18635429441928864 +beta = 0.7756, delta = 0.7124, mape = 0.206157848238945 +beta = 0.7756, delta = 0.7440, mape = 0.22596803307533264 +beta = 0.7756, delta = 0.7756, mape = 0.24515199661254883 +beta = 0.7756, delta = 0.8072, mape = 0.2602301239967346 +beta = 0.7756, delta = 0.8388, mape = 0.2718098759651184 +beta = 0.7756, delta = 0.8704, mape = 0.2794063091278076 +beta = 0.7756, delta = 0.9020, mape = 0.27859777212142944 +beta = 0.7756, delta = 0.9336, mape = 0.2724972367286682 +beta = 0.7756, delta = 0.9652, mape = 0.2566472589969635 +beta = 0.7756, delta = 0.9968, mape = 0.2462897151708603 +beta = 0.7756, delta = 1.0284, mape = 0.24163033068180084 +beta = 0.7756, delta = 1.0600, mape = 0.24103805422782898 +beta = 0.7756, delta = 1.0916, mape = 0.24448999762535095 +beta = 0.7756, delta = 1.1232, mape = 0.25472742319107056 +beta = 0.7756, delta = 1.1548, mape = 0.29751724004745483 +beta = 0.7756, delta = 1.1864, mape = 0.3318333327770233 +beta = 0.7756, delta = 1.2180, mape = 0.4601832330226898 +beta = 0.8072, delta = 0.2700, mape = 0.20163820683956146 +beta = 0.8072, delta = 0.3016, mape = 0.10594170540571213 +beta = 0.8072, delta = 0.3332, mape = 0.06259935349225998 +beta = 0.8072, delta = 0.3648, mape = 0.05183132365345955 +beta = 0.8072, delta = 0.3964, mape = 0.062038715928792953 +beta = 0.8072, delta = 0.4280, mape = 0.08014848828315735 +beta = 0.8072, delta = 0.4596, mape = 0.08709856122732162 +beta = 0.8072, delta = 0.4912, mape = 0.08573891967535019 +beta = 0.8072, delta = 0.5228, mape = 0.07969372719526291 +beta = 0.8072, delta = 0.5544, mape = 0.06708486378192902 +beta = 0.8072, delta = 0.5860, mape = 0.050084784626960754 +beta = 0.8072, delta = 0.6176, mape = 0.05407290533185005 +beta = 0.8072, delta = 0.6492, mape = 0.08019465953111649 +beta = 0.8072, delta = 0.6808, mape = 0.10590856522321701 +beta = 0.8072, delta = 0.7124, mape = 0.12993039190769196 +beta = 0.8072, delta = 0.7440, mape = 0.15486399829387665 +beta = 0.8072, delta = 0.7756, mape = 0.17841392755508423 +beta = 0.8072, delta = 0.8072, mape = 0.19857168197631836 +beta = 0.8072, delta = 0.8388, mape = 0.2157737761735916 +beta = 0.8072, delta = 0.8704, mape = 0.23460344970226288 +beta = 0.8072, delta = 0.9020, mape = 0.2543947398662567 +beta = 0.8072, delta = 0.9336, mape = 0.26646193861961365 +beta = 0.8072, delta = 0.9652, mape = 0.26581886410713196 +beta = 0.8072, delta = 0.9968, mape = 0.24346569180488586 +beta = 0.8072, delta = 1.0284, mape = 0.25541800260543823 +beta = 0.8072, delta = 1.0600, mape = 0.2721392512321472 +beta = 0.8072, delta = 1.0916, mape = 0.29512864351272583 +beta = 0.8072, delta = 1.1232, mape = 0.3099842071533203 +beta = 0.8072, delta = 1.1548, mape = 0.34957247972488403 +beta = 0.8072, delta = 1.1864, mape = 0.40670716762542725 +beta = 0.8072, delta = 1.2180, mape = 0.46310359239578247 +beta = 0.8388, delta = 0.2700, mape = 0.2556712031364441 +beta = 0.8388, delta = 0.3016, mape = 0.16655868291854858 +beta = 0.8388, delta = 0.3332, mape = 0.11607157438993454 +beta = 0.8388, delta = 0.3648, mape = 0.09003227204084396 +beta = 0.8388, delta = 0.3964, mape = 0.0930243507027626 +beta = 0.8388, delta = 0.4280, mape = 0.1023498922586441 +beta = 0.8388, delta = 0.4596, mape = 0.09965237975120544 +beta = 0.8388, delta = 0.4912, mape = 0.09181507676839828 +beta = 0.8388, delta = 0.5228, mape = 0.08722414821386337 +beta = 0.8388, delta = 0.5544, mape = 0.08169317245483398 +beta = 0.8388, delta = 0.5860, mape = 0.0629100501537323 +beta = 0.8388, delta = 0.6176, mape = 0.05922237038612366 +beta = 0.8388, delta = 0.6492, mape = 0.0690181627869606 +beta = 0.8388, delta = 0.6808, mape = 0.08280004560947418 +beta = 0.8388, delta = 0.7124, mape = 0.09794017672538757 +beta = 0.8388, delta = 0.7440, mape = 0.11640416085720062 +beta = 0.8388, delta = 0.7756, mape = 0.1399436742067337 +beta = 0.8388, delta = 0.8072, mape = 0.15559141337871552 +beta = 0.8388, delta = 0.8388, mape = 0.1718144416809082 +beta = 0.8388, delta = 0.8704, mape = 0.19311939179897308 +beta = 0.8388, delta = 0.9020, mape = 0.2160312533378601 +beta = 0.8388, delta = 0.9336, mape = 0.23954792320728302 +beta = 0.8388, delta = 0.9652, mape = 0.25759607553482056 +beta = 0.8388, delta = 0.9968, mape = 0.26623865962028503 +beta = 0.8388, delta = 1.0284, mape = 0.2663567364215851 +beta = 0.8388, delta = 1.0600, mape = 0.2592712342739105 +beta = 0.8388, delta = 1.0916, mape = 0.31682929396629333 +beta = 0.8388, delta = 1.1232, mape = 0.3450198769569397 +beta = 0.8388, delta = 1.1548, mape = 0.3803541362285614 +beta = 0.8388, delta = 1.1864, mape = 0.4321804642677307 +beta = 0.8388, delta = 1.2180, mape = 0.5062406063079834 +beta = 0.8704, delta = 0.2700, mape = 0.3417493999004364 +beta = 0.8704, delta = 0.3016, mape = 0.2492862492799759 +beta = 0.8704, delta = 0.3332, mape = 0.18331575393676758 +beta = 0.8704, delta = 0.3648, mape = 0.14719527959823608 +beta = 0.8704, delta = 0.3964, mape = 0.13514256477355957 +beta = 0.8704, delta = 0.4280, mape = 0.13079065084457397 +beta = 0.8704, delta = 0.4596, mape = 0.1128726378083229 +beta = 0.8704, delta = 0.4912, mape = 0.09606969356536865 +beta = 0.8704, delta = 0.5228, mape = 0.08813182264566422 +beta = 0.8704, delta = 0.5544, mape = 0.08773455768823624 +beta = 0.8704, delta = 0.5860, mape = 0.07308448106050491 +beta = 0.8704, delta = 0.6176, mape = 0.07860606163740158 +beta = 0.8704, delta = 0.6492, mape = 0.09359507262706757 +beta = 0.8704, delta = 0.6808, mape = 0.10438114404678345 +beta = 0.8704, delta = 0.7124, mape = 0.11362739652395248 +beta = 0.8704, delta = 0.7440, mape = 0.12311938405036926 +beta = 0.8704, delta = 0.7756, mape = 0.13718779385089874 +beta = 0.8704, delta = 0.8072, mape = 0.1494603008031845 +beta = 0.8704, delta = 0.8388, mape = 0.15999113023281097 +beta = 0.8704, delta = 0.8704, mape = 0.17475160956382751 +beta = 0.8704, delta = 0.9020, mape = 0.19232060015201569 +beta = 0.8704, delta = 0.9336, mape = 0.2084769755601883 +beta = 0.8704, delta = 0.9652, mape = 0.2228802889585495 +beta = 0.8704, delta = 0.9968, mape = 0.2389429807662964 +beta = 0.8704, delta = 1.0284, mape = 0.262484073638916 +beta = 0.8704, delta = 1.0600, mape = 0.2879113554954529 +beta = 0.8704, delta = 1.0916, mape = 0.3061322569847107 +beta = 0.8704, delta = 1.1232, mape = 0.37019866704940796 +beta = 0.8704, delta = 1.1548, mape = 0.40741145610809326 +beta = 0.8704, delta = 1.1864, mape = 0.4532485008239746 +beta = 0.8704, delta = 1.2180, mape = 0.5344570875167847 +beta = 0.9020, delta = 0.2700, mape = 0.4684508442878723 +beta = 0.9020, delta = 0.3016, mape = 0.34554681181907654 +beta = 0.9020, delta = 0.3332, mape = 0.26303333044052124 +beta = 0.9020, delta = 0.3648, mape = 0.2105223387479782 +beta = 0.9020, delta = 0.3964, mape = 0.1875828355550766 +beta = 0.9020, delta = 0.4280, mape = 0.1605837643146515 +beta = 0.9020, delta = 0.4596, mape = 0.12997302412986755 +beta = 0.9020, delta = 0.4912, mape = 0.10566216707229614 +beta = 0.9020, delta = 0.5228, mape = 0.09374985843896866 +beta = 0.9020, delta = 0.5544, mape = 0.09523193538188934 +beta = 0.9020, delta = 0.5860, mape = 0.08702833950519562 +beta = 0.9020, delta = 0.6176, mape = 0.10010553896427155 +beta = 0.9020, delta = 0.6492, mape = 0.1160067468881607 +beta = 0.9020, delta = 0.6808, mape = 0.12344729155302048 +beta = 0.9020, delta = 0.7124, mape = 0.13360874354839325 +beta = 0.9020, delta = 0.7440, mape = 0.14353294670581818 +beta = 0.9020, delta = 0.7756, mape = 0.156295046210289 +beta = 0.9020, delta = 0.8072, mape = 0.16851824522018433 +beta = 0.9020, delta = 0.8388, mape = 0.17929157614707947 +beta = 0.9020, delta = 0.8704, mape = 0.1904301792383194 +beta = 0.9020, delta = 0.9020, mape = 0.20206505060195923 +beta = 0.9020, delta = 0.9336, mape = 0.20886540412902832 +beta = 0.9020, delta = 0.9652, mape = 0.21599821746349335 +beta = 0.9020, delta = 0.9968, mape = 0.22305327653884888 +beta = 0.9020, delta = 1.0284, mape = 0.24489516019821167 +beta = 0.9020, delta = 1.0600, mape = 0.2804954946041107 +beta = 0.9020, delta = 1.0916, mape = 0.31873011589050293 +beta = 0.9020, delta = 1.1232, mape = 0.3531195819377899 +beta = 0.9020, delta = 1.1548, mape = 0.4258989989757538 +beta = 0.9020, delta = 1.1864, mape = 0.47860845923423767 +beta = 0.9020, delta = 1.2180, mape = 0.535814642906189 +beta = 0.9336, delta = 0.2700, mape = 0.6066974997520447 +beta = 0.9336, delta = 0.3016, mape = 0.45179858803749084 +beta = 0.9336, delta = 0.3332, mape = 0.3482478857040405 +beta = 0.9336, delta = 0.3648, mape = 0.2864585518836975 +beta = 0.9336, delta = 0.3964, mape = 0.24104629456996918 +beta = 0.9336, delta = 0.4280, mape = 0.1953016072511673 +beta = 0.9336, delta = 0.4596, mape = 0.15013942122459412 +beta = 0.9336, delta = 0.4912, mape = 0.11564284563064575 +beta = 0.9336, delta = 0.5228, mape = 0.09956368058919907 +beta = 0.9336, delta = 0.5544, mape = 0.10291673243045807 +beta = 0.9336, delta = 0.5860, mape = 0.1024736762046814 +beta = 0.9336, delta = 0.6176, mape = 0.12362116575241089 +beta = 0.9336, delta = 0.6492, mape = 0.13777270913124084 +beta = 0.9336, delta = 0.6808, mape = 0.14721223711967468 +beta = 0.9336, delta = 0.7124, mape = 0.15930797159671783 +beta = 0.9336, delta = 0.7440, mape = 0.17195045948028564 +beta = 0.9336, delta = 0.7756, mape = 0.18806640803813934 +beta = 0.9336, delta = 0.8072, mape = 0.20177099108695984 +beta = 0.9336, delta = 0.8388, mape = 0.21228842437267303 +beta = 0.9336, delta = 0.8704, mape = 0.22501108050346375 +beta = 0.9336, delta = 0.9020, mape = 0.23841321468353271 +beta = 0.9336, delta = 0.9336, mape = 0.24542281031608582 +beta = 0.9336, delta = 0.9652, mape = 0.24894382059574127 +beta = 0.9336, delta = 0.9968, mape = 0.2541603446006775 +beta = 0.9336, delta = 1.0284, mape = 0.26820260286331177 +beta = 0.9336, delta = 1.0600, mape = 0.28427985310554504 +beta = 0.9336, delta = 1.0916, mape = 0.3166637420654297 +beta = 0.9336, delta = 1.1232, mape = 0.36210963129997253 +beta = 0.9336, delta = 1.1548, mape = 0.40849417448043823 +beta = 0.9336, delta = 1.1864, mape = 0.49005088210105896 +beta = 0.9336, delta = 1.2180, mape = 0.5605039596557617 +beta = 0.9652, delta = 0.2700, mape = 0.769996166229248 +beta = 0.9652, delta = 0.3016, mape = 0.5750406980514526 +beta = 0.9652, delta = 0.3332, mape = 0.4470793604850769 +beta = 0.9652, delta = 0.3648, mape = 0.36196979880332947 +beta = 0.9652, delta = 0.3964, mape = 0.3021412789821625 +beta = 0.9652, delta = 0.4280, mape = 0.23358213901519775 +beta = 0.9652, delta = 0.4596, mape = 0.17289084196090698 +beta = 0.9652, delta = 0.4912, mape = 0.12856543064117432 +beta = 0.9652, delta = 0.5228, mape = 0.10948122292757034 +beta = 0.9652, delta = 0.5544, mape = 0.10655612498521805 +beta = 0.9652, delta = 0.5860, mape = 0.11822778731584549 +beta = 0.9652, delta = 0.6176, mape = 0.14404670894145966 +beta = 0.9652, delta = 0.6492, mape = 0.15933528542518616 +beta = 0.9652, delta = 0.6808, mape = 0.1736672967672348 +beta = 0.9652, delta = 0.7124, mape = 0.189419686794281 +beta = 0.9652, delta = 0.7440, mape = 0.20241402089595795 +beta = 0.9652, delta = 0.7756, mape = 0.22188866138458252 +beta = 0.9652, delta = 0.8072, mape = 0.23950543999671936 +beta = 0.9652, delta = 0.8388, mape = 0.25372305512428284 +beta = 0.9652, delta = 0.8704, mape = 0.2674693167209625 +beta = 0.9652, delta = 0.9020, mape = 0.2860996723175049 +beta = 0.9652, delta = 0.9336, mape = 0.24764388799667358 +beta = 0.9652, delta = 0.9652, mape = 0.25562986731529236 +beta = 0.9652, delta = 0.9968, mape = 0.2703782320022583 +beta = 0.9652, delta = 1.0284, mape = 0.30901795625686646 +beta = 0.9652, delta = 1.0600, mape = 0.32068610191345215 +beta = 0.9652, delta = 1.0916, mape = 0.3376772105693817 +beta = 0.9652, delta = 1.1232, mape = 0.3698307275772095 +beta = 0.9652, delta = 1.1548, mape = 0.4177722632884979 +beta = 0.9652, delta = 1.1864, mape = 0.4735766053199768 +beta = 0.9652, delta = 1.2180, mape = 0.5678849816322327 +beta = 0.9968, delta = 0.2700, mape = 0.9458344578742981 +beta = 0.9968, delta = 0.3016, mape = 0.711796224117279 +beta = 0.9968, delta = 0.3332, mape = 0.5503267049789429 +beta = 0.9968, delta = 0.3648, mape = 0.43951326608657837 +beta = 0.9968, delta = 0.3964, mape = 0.34701967239379883 +beta = 0.9968, delta = 0.4280, mape = 0.26858460903167725 +beta = 0.9968, delta = 0.4596, mape = 0.20756292343139648 +beta = 0.9968, delta = 0.4912, mape = 0.15122804045677185 +beta = 0.9968, delta = 0.5228, mape = 0.11703422665596008 +beta = 0.9968, delta = 0.5544, mape = 0.10860201716423035 +beta = 0.9968, delta = 0.5860, mape = 0.13245214521884918 +beta = 0.9968, delta = 0.6176, mape = 0.16349993646144867 +beta = 0.9968, delta = 0.6492, mape = 0.18155443668365479 +beta = 0.9968, delta = 0.6808, mape = 0.20163393020629883 +beta = 0.9968, delta = 0.7124, mape = 0.22261686623096466 +beta = 0.9968, delta = 0.7440, mape = 0.24119897186756134 +beta = 0.9968, delta = 0.7756, mape = 0.2669517397880554 +beta = 0.9968, delta = 0.8072, mape = 0.2900651693344116 +beta = 0.9968, delta = 0.8388, mape = 0.30906549096107483 +beta = 0.9968, delta = 0.8704, mape = 0.3259083032608032 +beta = 0.9968, delta = 0.9020, mape = 0.27874958515167236 +beta = 0.9968, delta = 0.9336, mape = 0.2856202721595764 +beta = 0.9968, delta = 0.9652, mape = 0.29170721769332886 +beta = 0.9968, delta = 0.9968, mape = 0.3075462877750397 +beta = 0.9968, delta = 1.0284, mape = 0.32123133540153503 +beta = 0.9968, delta = 1.0600, mape = 0.3334076702594757 +beta = 0.9968, delta = 1.0916, mape = 0.3572099804878235 +beta = 0.9968, delta = 1.1232, mape = 0.396819144487381 +beta = 0.9968, delta = 1.1548, mape = 0.43841445446014404 +beta = 0.9968, delta = 1.1864, mape = 0.4923989176750183 +beta = 0.9968, delta = 1.2180, mape = 0.5770077705383301 +beta = 1.0284, delta = 0.2700, mape = 1.136005163192749 +beta = 1.0284, delta = 0.3016, mape = 0.8605318665504456 +beta = 1.0284, delta = 0.3332, mape = 0.6620674133300781 +beta = 1.0284, delta = 0.3648, mape = 0.5220096111297607 +beta = 1.0284, delta = 0.3964, mape = 0.4020681381225586 +beta = 1.0284, delta = 0.4280, mape = 0.3058331608772278 +beta = 1.0284, delta = 0.4596, mape = 0.2197893112897873 +beta = 1.0284, delta = 0.4912, mape = 0.15673886239528656 +beta = 1.0284, delta = 0.5228, mape = 0.12596569955348969 +beta = 1.0284, delta = 0.5544, mape = 0.11026152968406677 +beta = 1.0284, delta = 0.5860, mape = 0.1437567174434662 +beta = 1.0284, delta = 0.6176, mape = 0.18154874444007874 +beta = 1.0284, delta = 0.6492, mape = 0.20518100261688232 +beta = 1.0284, delta = 0.6808, mape = 0.23173975944519043 +beta = 1.0284, delta = 0.7124, mape = 0.25823667645454407 +beta = 1.0284, delta = 0.7440, mape = 0.284082293510437 +beta = 1.0284, delta = 0.7756, mape = 0.3159993290901184 +beta = 1.0284, delta = 0.8072, mape = 0.34454119205474854 +beta = 1.0284, delta = 0.8388, mape = 0.3690461218357086 +beta = 1.0284, delta = 0.8704, mape = 0.31230586767196655 +beta = 1.0284, delta = 0.9020, mape = 0.31959956884384155 +beta = 1.0284, delta = 0.9336, mape = 0.322449266910553 +beta = 1.0284, delta = 0.9652, mape = 0.32888028025627136 +beta = 1.0284, delta = 0.9968, mape = 0.34700554609298706 +beta = 1.0284, delta = 1.0284, mape = 0.36190757155418396 +beta = 1.0284, delta = 1.0600, mape = 0.3750535249710083 +beta = 1.0284, delta = 1.0916, mape = 0.3884863257408142 +beta = 1.0284, delta = 1.1232, mape = 0.42293357849121094 +beta = 1.0284, delta = 1.1548, mape = 0.4717154800891876 +beta = 1.0284, delta = 1.1864, mape = 0.5282796025276184 +beta = 1.0284, delta = 1.2180, mape = 0.6122164130210876 +beta = 1.0600, delta = 0.2700, mape = 1.3466206789016724 +beta = 1.0600, delta = 0.3016, mape = 1.0200729370117188 +beta = 1.0600, delta = 0.3332, mape = 0.7806823253631592 +beta = 1.0600, delta = 0.3648, mape = 0.6000904440879822 +beta = 1.0600, delta = 0.3964, mape = 0.46220389008522034 +beta = 1.0600, delta = 0.4280, mape = 0.34817028045654297 +beta = 1.0600, delta = 0.4596, mape = 0.24597765505313873 +beta = 1.0600, delta = 0.4912, mape = 0.16988489031791687 +beta = 1.0600, delta = 0.5228, mape = 0.11986708641052246 +beta = 1.0600, delta = 0.5544, mape = 0.11350242048501968 +beta = 1.0600, delta = 0.5860, mape = 0.15399879217147827 +beta = 1.0600, delta = 0.6176, mape = 0.19787085056304932 +beta = 1.0600, delta = 0.6492, mape = 0.22948938608169556 +beta = 1.0600, delta = 0.6808, mape = 0.26500269770622253 +beta = 1.0600, delta = 0.7124, mape = 0.2969549596309662 +beta = 1.0600, delta = 0.7440, mape = 0.33164286613464355 +beta = 1.0600, delta = 0.7756, mape = 0.36918187141418457 +beta = 1.0600, delta = 0.8072, mape = 0.4028819799423218 +beta = 1.0600, delta = 0.8388, mape = 0.4332835376262665 +beta = 1.0600, delta = 0.8704, mape = 0.3611959218978882 +beta = 1.0600, delta = 0.9020, mape = 0.36403965950012207 +beta = 1.0600, delta = 0.9336, mape = 0.3611001968383789 +beta = 1.0600, delta = 0.9652, mape = 0.37316685914993286 +beta = 1.0600, delta = 0.9968, mape = 0.39264923334121704 +beta = 1.0600, delta = 1.0284, mape = 0.40926581621170044 +beta = 1.0600, delta = 1.0600, mape = 0.41771969199180603 +beta = 1.0600, delta = 1.0916, mape = 0.43434378504753113 +beta = 1.0600, delta = 1.1232, mape = 0.466869056224823 +beta = 1.0600, delta = 1.1548, mape = 0.5155988931655884 +beta = 1.0600, delta = 1.1864, mape = 0.6670235395431519 +beta = 1.0600, delta = 1.2180, mape = 0.7650032043457031 +beta = 1.0916, delta = 0.2700, mape = 1.5745267868041992 +beta = 1.0916, delta = 0.3016, mape = 1.1844490766525269 +beta = 1.0916, delta = 0.3332, mape = 0.9092018604278564 +beta = 1.0916, delta = 0.3648, mape = 0.691117525100708 +beta = 1.0916, delta = 0.3964, mape = 0.5292773246765137 +beta = 1.0916, delta = 0.4280, mape = 0.38527828454971313 +beta = 1.0916, delta = 0.4596, mape = 0.27032116055488586 +beta = 1.0916, delta = 0.4912, mape = 0.1827627420425415 +beta = 1.0916, delta = 0.5228, mape = 0.11892414093017578 +beta = 1.0916, delta = 0.5544, mape = 0.1027989313006401 +beta = 1.0916, delta = 0.5860, mape = 0.15470007061958313 +beta = 1.0916, delta = 0.6176, mape = 0.20474116504192352 +beta = 1.0916, delta = 0.6492, mape = 0.2359454333782196 +beta = 1.0916, delta = 0.6808, mape = 0.2741624116897583 +beta = 1.0916, delta = 0.7124, mape = 0.29633063077926636 +beta = 1.0916, delta = 0.7440, mape = 0.3394792675971985 +beta = 1.0916, delta = 0.7756, mape = 0.38161587715148926 +beta = 1.0916, delta = 0.8072, mape = 0.41806715726852417 +beta = 1.0916, delta = 0.8388, mape = 0.37274372577667236 +beta = 1.0916, delta = 0.8704, mape = 0.37913164496421814 +beta = 1.0916, delta = 0.9020, mape = 0.36665984988212585 +beta = 1.0916, delta = 0.9336, mape = 0.38616061210632324 +beta = 1.0916, delta = 0.9652, mape = 0.38058361411094666 +beta = 1.0916, delta = 0.9968, mape = 0.4009708762168884 +beta = 1.0916, delta = 1.0284, mape = 0.42046356201171875 +beta = 1.0916, delta = 1.0600, mape = 0.42445188760757446 +beta = 1.0916, delta = 1.0916, mape = 0.4706180989742279 +beta = 1.0916, delta = 1.1232, mape = 0.5104444622993469 +beta = 1.0916, delta = 1.1548, mape = 0.5805292129516602 +beta = 1.0916, delta = 1.1864, mape = 0.6768147349357605 +beta = 1.0916, delta = 1.2180, mape = 0.7951706051826477 +beta = 1.1232, delta = 0.2700, mape = 1.8013272285461426 +beta = 1.1232, delta = 0.3016, mape = 1.3533604145050049 +beta = 1.1232, delta = 0.3332, mape = 1.033100962638855 +beta = 1.1232, delta = 0.3648, mape = 0.7852004766464233 +beta = 1.1232, delta = 0.3964, mape = 0.6165474653244019 +beta = 1.1232, delta = 0.4280, mape = 0.44205695390701294 +beta = 1.1232, delta = 0.4596, mape = 0.3109774887561798 +beta = 1.1232, delta = 0.4912, mape = 0.21007199585437775 +beta = 1.1232, delta = 0.5228, mape = 0.13775458931922913 +beta = 1.1232, delta = 0.5544, mape = 0.10950258374214172 +beta = 1.1232, delta = 0.5860, mape = 0.15944446623325348 +beta = 1.1232, delta = 0.6176, mape = 0.21793779730796814 +beta = 1.1232, delta = 0.6492, mape = 0.26390865445137024 +beta = 1.1232, delta = 0.6808, mape = 0.309454083442688 +beta = 1.1232, delta = 0.7124, mape = 0.354996919631958 +beta = 1.1232, delta = 0.7440, mape = 0.3903195261955261 +beta = 1.1232, delta = 0.7756, mape = 0.43846482038497925 +beta = 1.1232, delta = 0.8072, mape = 0.49221256375312805 +beta = 1.1232, delta = 0.8388, mape = 0.44883984327316284 +beta = 1.1232, delta = 0.8704, mape = 0.4561346471309662 +beta = 1.1232, delta = 0.9020, mape = 0.4627182185649872 +beta = 1.1232, delta = 0.9336, mape = 0.4617682993412018 +beta = 1.1232, delta = 0.9652, mape = 0.4891962707042694 +beta = 1.1232, delta = 0.9968, mape = 0.4978378415107727 +beta = 1.1232, delta = 1.0284, mape = 0.48752185702323914 +beta = 1.1232, delta = 1.0600, mape = 0.49807363748550415 +beta = 1.1232, delta = 1.0916, mape = 0.5177870988845825 +beta = 1.1232, delta = 1.1232, mape = 0.5973570346832275 +beta = 1.1232, delta = 1.1548, mape = 0.6549189686775208 +beta = 1.1232, delta = 1.1864, mape = 0.748664379119873 +beta = 1.1232, delta = 1.2180, mape = 0.878308892250061 +beta = 1.1548, delta = 0.2700, mape = 2.0389511585235596 +beta = 1.1548, delta = 0.3016, mape = 1.5266811847686768 +beta = 1.1548, delta = 0.3332, mape = 1.1601650714874268 +beta = 1.1548, delta = 0.3648, mape = 0.8799696564674377 +beta = 1.1548, delta = 0.3964, mape = 0.654815673828125 +beta = 1.1548, delta = 0.4280, mape = 0.5156351923942566 +beta = 1.1548, delta = 0.4596, mape = 0.3608779311180115 +beta = 1.1548, delta = 0.4912, mape = 0.2674201726913452 +beta = 1.1548, delta = 0.5228, mape = 0.19694899022579193 +beta = 1.1548, delta = 0.5544, mape = 0.1552833467721939 +beta = 1.1548, delta = 0.5860, mape = 0.17258796095848083 +beta = 1.1548, delta = 0.6176, mape = 0.2385822832584381 +beta = 1.1548, delta = 0.6492, mape = 0.2958970069885254 +beta = 1.1548, delta = 0.6808, mape = 0.35426706075668335 +beta = 1.1548, delta = 0.7124, mape = 0.4066881537437439 +beta = 1.1548, delta = 0.7440, mape = 0.45288485288619995 +beta = 1.1548, delta = 0.7756, mape = 0.5199424028396606 +beta = 1.1548, delta = 0.8072, mape = 0.5811328887939453 +beta = 1.1548, delta = 0.8388, mape = 0.5340580344200134 +beta = 1.1548, delta = 0.8704, mape = 0.5501772165298462 +beta = 1.1548, delta = 0.9020, mape = 0.5712286829948425 +beta = 1.1548, delta = 0.9336, mape = 0.5845351219177246 +beta = 1.1548, delta = 0.9652, mape = 0.6113514304161072 +beta = 1.1548, delta = 0.9968, mape = 0.6023069024085999 +beta = 1.1548, delta = 1.0284, mape = 0.6045171618461609 +beta = 1.1548, delta = 1.0600, mape = 0.6150224208831787 +beta = 1.1548, delta = 1.0916, mape = 0.6344595551490784 +beta = 1.1548, delta = 1.1232, mape = 0.6940488815307617 +beta = 1.1548, delta = 1.1548, mape = 0.7623686790466309 +beta = 1.1548, delta = 1.1864, mape = 0.8623319864273071 +beta = 1.1548, delta = 1.2180, mape = 0.9803353548049927 +beta = 1.1864, delta = 0.2700, mape = 2.2740235328674316 +beta = 1.1864, delta = 0.3016, mape = 1.6995007991790771 +beta = 1.1864, delta = 0.3332, mape = 1.2884926795959473 +beta = 1.1864, delta = 0.3648, mape = 0.9819251298904419 +beta = 1.1864, delta = 0.3964, mape = 0.7504358291625977 +beta = 1.1864, delta = 0.4280, mape = 0.5564194321632385 +beta = 1.1864, delta = 0.4596, mape = 0.45712751150131226 +beta = 1.1864, delta = 0.4912, mape = 0.3504931926727295 +beta = 1.1864, delta = 0.5228, mape = 0.27134403586387634 +beta = 1.1864, delta = 0.5544, mape = 0.2321993112564087 +beta = 1.1864, delta = 0.5860, mape = 0.22962145507335663 +beta = 1.1864, delta = 0.6176, mape = 0.27301889657974243 +beta = 1.1864, delta = 0.6492, mape = 0.341499388217926 +beta = 1.1864, delta = 0.6808, mape = 0.40518268942832947 +beta = 1.1864, delta = 0.7124, mape = 0.4609118402004242 +beta = 1.1864, delta = 0.7440, mape = 0.5294464230537415 +beta = 1.1864, delta = 0.7756, mape = 0.6010308265686035 +beta = 1.1864, delta = 0.8072, mape = 0.6714475154876709 +beta = 1.1864, delta = 0.8388, mape = 0.6266700625419617 +beta = 1.1864, delta = 0.8704, mape = 0.6670377850532532 +beta = 1.1864, delta = 0.9020, mape = 0.6989514231681824 +beta = 1.1864, delta = 0.9336, mape = 0.7264090776443481 +beta = 1.1864, delta = 0.9652, mape = 0.7432588934898376 +beta = 1.1864, delta = 0.9968, mape = 0.7342529892921448 +beta = 1.1864, delta = 1.0284, mape = 0.7419665455818176 +beta = 1.1864, delta = 1.0600, mape = 0.7469374537467957 +beta = 1.1864, delta = 1.0916, mape = 0.7809428572654724 +beta = 1.1864, delta = 1.1232, mape = 0.8386787176132202 +beta = 1.1864, delta = 1.1548, mape = 0.9154425859451294 +beta = 1.1864, delta = 1.1864, mape = 1.0115458965301514 +beta = 1.1864, delta = 1.2180, mape = 1.130786657333374 +beta = 1.2180, delta = 0.2700, mape = 2.513063669204712 +beta = 1.2180, delta = 0.3016, mape = 1.8761577606201172 +beta = 1.2180, delta = 0.3332, mape = 1.4151923656463623 +beta = 1.2180, delta = 0.3648, mape = 1.090786099433899 +beta = 1.2180, delta = 0.3964, mape = 0.8527910709381104 +beta = 1.2180, delta = 0.4280, mape = 0.6659187078475952 +beta = 1.2180, delta = 0.4596, mape = 0.5441456437110901 +beta = 1.2180, delta = 0.4912, mape = 0.4512263834476471 +beta = 1.2180, delta = 0.5228, mape = 0.3677397072315216 +beta = 1.2180, delta = 0.5544, mape = 0.32314592599868774 +beta = 1.2180, delta = 0.5860, mape = 0.3190745711326599 +beta = 1.2180, delta = 0.6176, mape = 0.34414705634117126 +beta = 1.2180, delta = 0.6492, mape = 0.4066292643547058 +beta = 1.2180, delta = 0.6808, mape = 0.4725736081600189 +beta = 1.2180, delta = 0.7124, mape = 0.5440740585327148 +beta = 1.2180, delta = 0.7440, mape = 0.6180921196937561 +beta = 1.2180, delta = 0.7756, mape = 0.690329909324646 +beta = 1.2180, delta = 0.8072, mape = 0.7751297950744629 +beta = 1.2180, delta = 0.8388, mape = 0.7540261745452881 +beta = 1.2180, delta = 0.8704, mape = 0.7959747910499573 +beta = 1.2180, delta = 0.9020, mape = 0.8368328809738159 +beta = 1.2180, delta = 0.9336, mape = 0.8727823495864868 +beta = 1.2180, delta = 0.9652, mape = 0.8811279535293579 +beta = 1.2180, delta = 0.9968, mape = 0.8927707672119141 +beta = 1.2180, delta = 1.0284, mape = 0.9121080636978149 +beta = 1.2180, delta = 1.0600, mape = 0.9029993414878845 +beta = 1.2180, delta = 1.0916, mape = 0.947060763835907 +beta = 1.2180, delta = 1.1232, mape = 1.0097905397415161 +beta = 1.2180, delta = 1.1548, mape = 1.0988976955413818 +beta = 1.2180, delta = 1.1864, mape = 1.216181993484497 +beta = 1.2180, delta = 1.2180, mape = 1.3629802465438843