plots: grid, titles

NickVeld · Jun 27, 2020 · ef2bfec · ef2bfec
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diff --git a/output/total_comparison_Germany_Confirmed.png b/output/total_comparison_Germany_Confirmed.png
diff --git a/output/total_comparison_Germany_Confirmed_AE.png b/output/total_comparison_Germany_Confirmed_AE.png
diff --git a/output/total_comparison_Germany_Confirmed_ALE.png b/output/total_comparison_Germany_Confirmed_ALE.png
diff --git a/output/total_comparison_Germany_Confirmed_APE.png b/output/total_comparison_Germany_Confirmed_APE.png
diff --git a/output/total_comparison_Germany_Confirmed_ASE.png b/output/total_comparison_Germany_Confirmed_ASE.png
diff --git a/output/total_comparison_Germany_Confirmed_ASPE.png b/output/total_comparison_Germany_Confirmed_ASPE.png
diff --git a/output/total_comparison_Germany_Deaths.png b/output/total_comparison_Germany_Deaths.png
diff --git a/output/total_comparison_Germany_Deaths_AE.png b/output/total_comparison_Germany_Deaths_AE.png
diff --git a/output/total_comparison_Germany_Deaths_ALE.png b/output/total_comparison_Germany_Deaths_ALE.png
diff --git a/output/total_comparison_Germany_Deaths_APE.png b/output/total_comparison_Germany_Deaths_APE.png
diff --git a/output/total_comparison_Germany_Deaths_ASE.png b/output/total_comparison_Germany_Deaths_ASE.png
diff --git a/output/total_comparison_Germany_Deaths_ASPE.png b/output/total_comparison_Germany_Deaths_ASPE.png
diff --git a/output/total_comparison_Germany_Recovered.png b/output/total_comparison_Germany_Recovered.png
diff --git a/output/total_comparison_Germany_Recovered_AE.png b/output/total_comparison_Germany_Recovered_AE.png
diff --git a/output/total_comparison_Germany_Recovered_ALE.png b/output/total_comparison_Germany_Recovered_ALE.png
diff --git a/output/total_comparison_Germany_Recovered_APE.png b/output/total_comparison_Germany_Recovered_APE.png
diff --git a/output/total_comparison_Germany_Recovered_ASE.png b/output/total_comparison_Germany_Recovered_ASE.png
diff --git a/output/total_comparison_Germany_Recovered_ASPE.png b/output/total_comparison_Germany_Recovered_ASPE.png
diff --git a/output/total_comparison_Russia_Confirmed.png b/output/total_comparison_Russia_Confirmed.png
diff --git a/output/total_comparison_Russia_Confirmed_AE.png b/output/total_comparison_Russia_Confirmed_AE.png
diff --git a/output/total_comparison_Russia_Confirmed_ALE.png b/output/total_comparison_Russia_Confirmed_ALE.png
diff --git a/output/total_comparison_Russia_Confirmed_APE.png b/output/total_comparison_Russia_Confirmed_APE.png
diff --git a/output/total_comparison_Russia_Confirmed_ASE.png b/output/total_comparison_Russia_Confirmed_ASE.png
diff --git a/output/total_comparison_Russia_Confirmed_ASPE.png b/output/total_comparison_Russia_Confirmed_ASPE.png
diff --git a/output/total_comparison_Russia_Deaths.png b/output/total_comparison_Russia_Deaths.png
diff --git a/output/total_comparison_Russia_Deaths_AE.png b/output/total_comparison_Russia_Deaths_AE.png
diff --git a/output/total_comparison_Russia_Deaths_ALE.png b/output/total_comparison_Russia_Deaths_ALE.png
diff --git a/output/total_comparison_Russia_Deaths_APE.png b/output/total_comparison_Russia_Deaths_APE.png
diff --git a/output/total_comparison_Russia_Deaths_ASE.png b/output/total_comparison_Russia_Deaths_ASE.png
diff --git a/output/total_comparison_Russia_Deaths_ASPE.png b/output/total_comparison_Russia_Deaths_ASPE.png
diff --git a/output/total_comparison_Russia_Recovered.png b/output/total_comparison_Russia_Recovered.png
diff --git a/output/total_comparison_Russia_Recovered_AE.png b/output/total_comparison_Russia_Recovered_AE.png
diff --git a/output/total_comparison_Russia_Recovered_ALE.png b/output/total_comparison_Russia_Recovered_ALE.png
diff --git a/output/total_comparison_Russia_Recovered_APE.png b/output/total_comparison_Russia_Recovered_APE.png
diff --git a/output/total_comparison_Russia_Recovered_ASE.png b/output/total_comparison_Russia_Recovered_ASE.png
diff --git a/output/total_comparison_Russia_Recovered_ASPE.png b/output/total_comparison_Russia_Recovered_ASPE.png
diff --git a/output/total_comparison_US_Confirmed.png b/output/total_comparison_US_Confirmed.png
diff --git a/output/total_comparison_US_Confirmed_AE.png b/output/total_comparison_US_Confirmed_AE.png
diff --git a/output/total_comparison_US_Confirmed_ALE.png b/output/total_comparison_US_Confirmed_ALE.png
diff --git a/output/total_comparison_US_Confirmed_APE.png b/output/total_comparison_US_Confirmed_APE.png
diff --git a/output/total_comparison_US_Confirmed_ASE.png b/output/total_comparison_US_Confirmed_ASE.png
diff --git a/output/total_comparison_US_Confirmed_ASPE.png b/output/total_comparison_US_Confirmed_ASPE.png
diff --git a/output/total_comparison_US_Deaths.png b/output/total_comparison_US_Deaths.png
diff --git a/output/total_comparison_US_Deaths_AE.png b/output/total_comparison_US_Deaths_AE.png
diff --git a/output/total_comparison_US_Deaths_ALE.png b/output/total_comparison_US_Deaths_ALE.png
diff --git a/output/total_comparison_US_Deaths_APE.png b/output/total_comparison_US_Deaths_APE.png
diff --git a/output/total_comparison_US_Deaths_ASE.png b/output/total_comparison_US_Deaths_ASE.png
diff --git a/output/total_comparison_US_Deaths_ASPE.png b/output/total_comparison_US_Deaths_ASPE.png
diff --git a/output/total_comparison_US_Recovered.png b/output/total_comparison_US_Recovered.png
diff --git a/output/total_comparison_US_Recovered_AE.png b/output/total_comparison_US_Recovered_AE.png
diff --git a/output/total_comparison_US_Recovered_ALE.png b/output/total_comparison_US_Recovered_ALE.png
diff --git a/output/total_comparison_US_Recovered_APE.png b/output/total_comparison_US_Recovered_APE.png
diff --git a/output/total_comparison_US_Recovered_ASE.png b/output/total_comparison_US_Recovered_ASE.png
diff --git a/output/total_comparison_US_Recovered_ASPE.png b/output/total_comparison_US_Recovered_ASPE.png
diff --git a/output/total_forecast_Germany_2020-04-21.png b/output/total_forecast_Germany_2020-04-21.png
diff --git a/output/total_forecast_Russia_2020-04-21.png b/output/total_forecast_Russia_2020-04-21.png
diff --git a/output/total_forecast_US_2020-04-21.png b/output/total_forecast_US_2020-04-21.png
diff --git a/output/total_metrics_Confirmed.csv b/output/total_metrics_Confirmed.csv
@@ -1,25 +1,25 @@
-,,MAE,MAE,MAE,MALE,MALE,MALE,MAPE,MAPE,MAPE
-,,Germany,Russia,US,Germany,Russia,US,Germany,Russia,US
-1,Boost,0.35714285714285715,0.5,1827.7142857142858,2.7282716227037408e-06,1.820414766967661e-05,0.0028564177348758602,2.7282821370036966e-06,1.820453507854282e-05,0.0028582717627755883
-1,GDGM,6003.166666666667,3728.4166666666665,24317.916666666668,0.0455445034891347,0.13646347562890795,0.03784801075658261,0.04443902736114799,0.12707431894556653,0.03709713110392676
-1,RNN,2013.8671875,1153.328125,15213.447916666666,0.013923771827541884,0.050674149551567994,0.020028424652502153,0.014055892379192247,0.05231723540430259,0.020320645705257896
-1,SEIIHURD,4040.7958630059948,4625.198057634933,35100.732512078015,0.02932325807058895,0.10561557762502169,0.050832502700638015,0.029461002546110115,0.11191833099789172,0.04943666946824771
-1,SEIR,1651.7606794140447,5221.401982222924,3041.776002028375,0.011176203261008866,0.1296991163509512,0.003608476760547112,0.011062343953768206,0.13868255231726734,0.0036215126894910132
-1,SIRDp,4144.928571428572,2475.8571428571427,62991.357142857145,0.029565994277165893,0.09403194447325804,0.10008142809303855,0.02988446879918875,0.08958965169507264,0.09520020047676736
-1,SIRFp,4144.928571428572,2478.0,62990.21428571428,0.029565994277165893,0.0940812111627374,0.10007952758086515,0.02988446879918875,0.08963573612564255,0.09519848257050123
-1,SIRp,4130.642857142857,2530.5,69144.85714285714,0.02959470122989168,0.09596127984182415,0.11045800499457933,0.029869255911763117,0.09134560941709212,0.10453732933733344
-5,Boost,19329.285714285714,5436.285714285715,67673.5,0.12553886365996764,0.12295493843976898,0.08360717845681286,0.13425962142238337,0.11916291198166452,0.08848937414352546
-5,GDGM,5074.333333333333,5406.083333333333,36347.25,0.03540864981514668,0.11291753901861452,0.047786653374207004,0.0352468915322289,0.10708791949717726,0.047962505734705195
-5,RNN,4450.7421875,2781.7578125,9371.9375,0.028531015492527543,0.04705701529109937,0.010654987089084307,0.02914440620825028,0.045646789253922036,0.010560345932679183
-5,SEIIHURD,4739.778709137805,21317.00546601198,61981.58490570367,0.031028715989133412,0.29783223801568887,0.07783019326567124,0.03148560429271552,0.3524631540076423,0.07654565454968298
-5,SEIR,4770.427955568506,23774.170569946004,3568.0774180347216,0.03324757444438914,0.338871066254426,0.005739744343873044,0.03328273501933582,0.4078882857496152,0.005766896584116443
-5,SIRDp,7039.571428571428,12600.785714285714,147075.14285714287,0.045397926519793526,0.3606462793412796,0.21283502481153418,0.0468039368981748,0.29955064168729023,0.19166516891699364
-5,SIRFp,7039.571428571428,12609.285714285714,147073.92857142858,0.045397926519793526,0.3607785328961848,0.21283310379997689,0.0468039368981748,0.2996585577990131,0.19166361678595173
-5,SIRp,7068.0,12628.57142857143,149815.35714285713,0.045567587214880016,0.36130739223480646,0.2171097579265984,0.0469870018471652,0.3000311391783907,0.19511726280044508
-30,Boost,516250.4285714286,484828.21428571426,2510298.285714286,1.3638578441678562,0.6898536440283725,0.9842029343759113,2.9585466758102386,1.7291388831182652,1.7567837083900797
-30,RNN,12923.979166666666,123189.10416666667,346950.25,0.07619071234494576,0.6461324660315425,0.28384646222753235,0.07472142978031326,0.47414816337481813,0.24494776191403442
-30,SEIIHURD,13263.490962250115,2678109.9294739044,1181934.824444821,0.07091418086755223,2.4235567719530158,0.5599727342886435,0.0746643595737898,10.333012991839176,0.9066587828058748
-30,SEIR,24988.76394896512,3519246.8081642273,212145.9260886924,0.13440026841754102,2.66378369314275,0.14154414940048937,0.14501387006119598,13.463423401180943,0.1529424855896182
-30,SIRDp,58225.642857142855,205258.0,647753.1428571428,0.2846272950297439,1.7577628409180008,0.6138430950029049,0.3318924012142231,0.814136780486867,0.4563403580462909
-30,SIRFp,58225.642857142855,205342.7857142857,647751.5,0.2846272950297439,1.7586540758858162,0.6138409867135856,0.3318924012142231,0.8144048816717042,0.45633921804114436
-30,SIRp,59475.42857142857,204822.42857142858,624027.8571428572,0.2899022872109341,1.7487711444971015,0.5831517683168137,0.3390164673366053,0.8125103772288649,0.43965635851302204
+,,MAE,MAE,MAE,MALE,MALE,MALE,MAPE,MAPE,MAPE,MASE,MASE,MASE,MASPE,MASPE,MASPE
+,,Germany,Russia,US,Germany,Russia,US,Germany,Russia,US,Germany,Russia,US,Germany,Russia,US
+1,Boost,0.35714285714285715,0.5,1827.7142857142858,2.7282716227037408e-06,1.820414766967661e-05,0.0028564177348758602,2.7282821370036966e-06,1.820453507854282e-05,0.0028582717627755883,0.0001430023452384619,0.00013579008941255117,0.0627279622218677,0.00014299794082965205,0.00013579292623310424,0.06370510925532334
+1,GDGM,6003.166666666667,3728.4166666666665,24317.916666666668,0.0455445034891347,0.13646347562890795,0.03784801075658261,0.04443902736114799,0.12707431894556653,0.03709713110392676,2.318883075230303,0.8899913921560119,0.7783205066655028,2.0479727494520943,0.949673119375106,0.7745501286587638
+1,RNN,2013.8671875,1153.328125,15213.447916666666,0.013923771827541884,0.050674149551567994,0.020028424652502153,0.014055892379192247,0.05231723540430259,0.020320645705257896,0.12405625327255367,0.048187855143310775,0.08032803962515038,0.1128553037614713,0.04800329980820759,0.07541625004805524
+1,SEIIHURD,4040.7958630059948,4625.198057634933,35100.732512078015,0.02932325807058895,0.10561557762502169,0.050832502700638015,0.029461002546110115,0.11191833099789172,0.04943666946824771,0.12445855370086534,0.09662400889184702,0.09266712738448667,0.09965317390822769,0.08327880034440752,0.10325332337787646
+1,SEIR,1651.7606794140447,5221.401982222924,3041.776002028375,0.011176203261008866,0.1296991163509512,0.003608476760547112,0.011062343953768206,0.13868255231726734,0.0036215126894910132,0.050875063276990325,0.10907917569614196,0.008030392076804858,0.056637985465909084,0.09336983798393438,0.007903456369979151
+1,SIRDp,4144.928571428572,2475.8571428571427,62991.357142857145,0.029565994277165893,0.09403194447325804,0.10008142809303855,0.02988446879918875,0.08958965169507264,0.09520020047676736,1.659656618368541,0.67239372560255,2.1618912223018003,1.1597449836117997,0.7022022614788126,2.475237107828574
+1,SIRFp,4144.928571428572,2478.0,62990.21428571428,0.029565994277165893,0.0940812111627374,0.10007952758086515,0.02988446879918875,0.08963573612564255,0.09519848257050123,1.659656618368541,0.6729756831286036,2.161851998939461,1.1597449836117997,0.7032549610321566,2.4751772360588262
+1,SIRp,4130.642857142857,2530.5,69144.85714285714,0.02959470122989168,0.09596127984182415,0.11045800499457933,0.029869255911763117,0.09134560941709212,0.10453732933733344,1.6539365245590025,0.6872336425169215,2.373082062439821,1.1458827438619166,0.7193164673211904,2.754403766752699
+5,Boost,19329.285714285714,5436.285714285715,67673.5,0.12553886365996764,0.12295493843976898,0.08360717845681286,0.13425962142238337,0.11916291198166452,0.08848937414352546,9.072160960564455,1.1285625315104244,2.284106250843796,5.080175369179271,0.7017417935409377,1.3114960726174452
+5,GDGM,5074.333333333333,5406.083333333333,36347.25,0.03540864981514668,0.11291753901861452,0.047786653374207004,0.0352468915322289,0.10708791949717726,0.047962505734705195,2.113424961821463,0.9936490829392729,1.1164625411532114,1.3863954364438704,0.609935861274364,1.2361328390695145
+5,RNN,4450.7421875,2781.7578125,9371.9375,0.028531015492527543,0.04705701529109937,0.010654987089084307,0.02914440620825028,0.045646789253922036,0.010560345932679183,0.3213764306087082,0.08884424753676883,0.048664659729362035,0.2538041440784416,0.09708591605278193,0.05230277155752744
+5,SEIIHURD,4739.778709137805,21317.00546601198,61981.58490570367,0.031028715989133412,0.29783223801568887,0.07783019326567124,0.03148560429271552,0.3524631540076423,0.07654565454968298,0.17112350022159742,0.3404130477956593,0.16092258078559696,0.12749032045897243,0.22019704500891757,0.23729474696137687
+5,SEIR,4770.427955568506,23774.170569946004,3568.0774180347216,0.03324757444438914,0.338871066254426,0.005739744343873044,0.03328273501933582,0.4078882857496152,0.005766896584116443,0.17223005110724623,0.3796517233826672,0.009263787420513656,0.26273008201188064,0.23930392893666974,0.009383961165909895
+5,SIRDp,7039.571428571428,12600.785714285714,147075.14285714287,0.045397926519793526,0.3606462793412796,0.21283502481153418,0.0468039368981748,0.29955064168729023,0.19166516891699364,3.3040085411014717,2.6158990480144726,4.964059094678779,1.9270658167455321,2.9527590584515084,5.831171088822306
+5,SIRFp,7039.571428571428,12609.285714285714,147073.92857142858,0.045397926519793526,0.3607785328961848,0.21283310379997689,0.0468039368981748,0.2996585577990131,0.19166361678595173,3.3040085411014717,2.617663631780302,4.9640181102817795,1.9270658167455321,2.961049048677076,5.8311051615742215
+5,SIRp,7068.0,12628.57142857143,149815.35714285713,0.045567587214880016,0.36130739223480646,0.2171097579265984,0.0469870018471652,0.3000311391783907,0.19511726280044508,3.317351433316485,2.6216673092321834,5.056546413624177,1.9136918398800353,2.962848377033542,5.997504558662118
+30,Boost,516250.4285714286,484828.21428571426,2510298.285714286,1.3638578441678562,0.6898536440283725,0.9842029343759113,2.9585466758102386,1.7291388831182652,1.7567837083900797,795.8325117311242,48.59683708480886,111.29561525651806,4.897125298755277,0.4999465994531783,1.8404276432594333
+30,RNN,12923.979166666666,123189.10416666667,346950.25,0.07619071234494576,0.6461324660315425,0.28384646222753235,0.07472142978031326,0.47414816337481813,0.24494776191403442,3.0650964464998616,1.8996739144402894,2.366500351274478,0.46872037032891883,4.72086973686863,1.8859643341271919
+30,SEIIHURD,13263.490962250115,2678109.9294739044,1181934.824444821,0.07091418086755223,2.4235567719530158,0.5599727342886435,0.0746643595737898,10.333012991839176,0.9066587828058748,1.572808130232434,20.649292027247807,4.030908144946153,0.4981405316490324,1.3449930579564877,0.5708033145404332
+30,SEIR,24988.76394896512,3519246.8081642273,212145.9260886924,0.13440026841754102,2.66378369314275,0.14154414940048937,0.14501387006119598,13.463423401180943,0.1529424855896182,2.9632116623935874,27.134791689457785,0.7235092186997127,0.6014935110192952,1.2625807306581185,1.017957134755088
+30,SIRDp,58225.642857142855,205258.0,647753.1428571428,0.2846272950297439,1.7577628409180008,0.6138430950029049,0.3318924012142231,0.814136780486867,0.4563403580462909,89.75849130118073,20.57406993330506,28.718533163526313,12.803987975419206,33.039312556492455,21.53616394883687
+30,SIRFp,58225.642857142855,205342.7857142857,647751.5,0.2846272950297439,1.7586540758858162,0.6138409867135856,0.3318924012142231,0.8144048816717042,0.45633921804114436,89.75849130118073,20.58256844354612,28.71846032644654,12.803987975419206,33.542624325061745,21.536109327965992
+30,SIRp,59475.42857142857,204822.42857142858,624027.8571428572,0.2899022872109341,1.7487711444971015,0.5831517683168137,0.3390164673366053,0.8125103772288649,0.43965635851302204,91.68511460080296,20.53041035836826,27.666658059386332,12.849080523624348,32.713208077014215,20.81443126658356
diff --git a/output/total_metrics_Confirmed.tex b/output/total_metrics_Confirmed.tex
@@ -1,24 +1,24 @@
- & MAE_Germany & MAE_Russia & MAE_US & MALE_Germany & MALE_Russia & MALE_US & MAPE_Germany & MAPE_Russia & MAPE_US \\
-1_Boost & 0.4 & 0.5 & 1827.7 & 0.0 & 0.0 & 0.003 & 2.7282821370036966e-06 & 1.820453507854282e-05 & 0.0028582717627755883 \\
-1_GDGM & 6003.2 & 3728.4 & 24317.9 & 0.046 & 0.136 & 0.038 & 0.04443902736114799 & 0.12707431894556653 & 0.03709713110392676 \\
-1_RNN & 2013.9 & 1153.3 & 15213.4 & 0.014 & 0.051 & 0.02 & 0.014055892379192247 & 0.05231723540430259 & 0.020320645705257896 \\
-1_SEIIHURD & 4040.8 & 4625.2 & 35100.7 & 0.029 & 0.106 & 0.051 & 0.029461002546110115 & 0.11191833099789172 & 0.04943666946824771 \\
-1_SEIR & 1651.8 & 5221.4 & 3041.8 & 0.011 & 0.13 & 0.004 & 0.011062343953768206 & 0.13868255231726734 & 0.0036215126894910132 \\
-1_SIRDp & 4144.9 & 2475.9 & 62991.4 & 0.03 & 0.094 & 0.1 & 0.02988446879918875 & 0.08958965169507264 & 0.09520020047676736 \\
-1_SIRFp & 4144.9 & 2478.0 & 62990.2 & 0.03 & 0.094 & 0.1 & 0.02988446879918875 & 0.08963573612564255 & 0.09519848257050123 \\
-1_SIRp & 4130.6 & 2530.5 & 69144.9 & 0.03 & 0.096 & 0.11 & 0.029869255911763117 & 0.09134560941709212 & 0.10453732933733344 \\
-5_Boost & 19329.3 & 5436.3 & 67673.5 & 0.126 & 0.123 & 0.084 & 0.13425962142238337 & 0.11916291198166452 & 0.08848937414352546 \\
-5_GDGM & 5074.3 & 5406.1 & 36347.2 & 0.035 & 0.113 & 0.048 & 0.0352468915322289 & 0.10708791949717726 & 0.047962505734705195 \\
-5_RNN & 4450.7 & 2781.8 & 9371.9 & 0.029 & 0.047 & 0.011 & 0.02914440620825028 & 0.045646789253922036 & 0.010560345932679183 \\
-5_SEIIHURD & 4739.8 & 21317.0 & 61981.6 & 0.031 & 0.298 & 0.078 & 0.03148560429271552 & 0.3524631540076423 & 0.07654565454968298 \\
-5_SEIR & 4770.4 & 23774.2 & 3568.1 & 0.033 & 0.339 & 0.006 & 0.03328273501933582 & 0.4078882857496152 & 0.005766896584116443 \\
-5_SIRDp & 7039.6 & 12600.8 & 147075.1 & 0.045 & 0.361 & 0.213 & 0.0468039368981748 & 0.29955064168729023 & 0.19166516891699364 \\
-5_SIRFp & 7039.6 & 12609.3 & 147073.9 & 0.045 & 0.361 & 0.213 & 0.0468039368981748 & 0.2996585577990131 & 0.19166361678595173 \\
-5_SIRp & 7068.0 & 12628.6 & 149815.4 & 0.046 & 0.361 & 0.217 & 0.0469870018471652 & 0.3000311391783907 & 0.19511726280044508 \\
-30_Boost & 516250.4 & 484828.2 & 2510298.3 & 1.364 & 0.69 & 0.984 & 2.9585466758102386 & 1.7291388831182652 & 1.7567837083900797 \\
-30_RNN & 12924.0 & 123189.1 & 346950.2 & 0.076 & 0.646 & 0.284 & 0.07472142978031326 & 0.47414816337481813 & 0.24494776191403442 \\
-30_SEIIHURD & 13263.5 & 2678109.9 & 1181934.8 & 0.071 & 2.424 & 0.56 & 0.0746643595737898 & 10.333012991839176 & 0.9066587828058748 \\
-30_SEIR & 24988.8 & 3519246.8 & 212145.9 & 0.134 & 2.664 & 0.142 & 0.14501387006119598 & 13.463423401180943 & 0.1529424855896182 \\
-30_SIRDp & 58225.6 & 205258.0 & 647753.1 & 0.285 & 1.758 & 0.614 & 0.3318924012142231 & 0.814136780486867 & 0.4563403580462909 \\
-30_SIRFp & 58225.6 & 205342.8 & 647751.5 & 0.285 & 1.759 & 0.614 & 0.3318924012142231 & 0.8144048816717042 & 0.45633921804114436 \\
-30_SIRp & 59475.4 & 204822.4 & 624027.9 & 0.29 & 1.749 & 0.583 & 0.3390164673366053 & 0.8125103772288649 & 0.43965635851302204
+ & MAE_Germany & MAE_Russia & MAE_US & MALE_Germany & MALE_Russia & MALE_US & MAPE_Germany & MAPE_Russia & MAPE_US & MASE_Germany & MASE_Russia & MASE_US & MASPE_Germany & MASPE_Russia & MASPE_US \\
+1_Boost & 0.4 & 0.5 & 1827.7 & 0.0 & 0.0 & 0.003 & 2.7282821370036966e-06 & 1.820453507854282e-05 & 0.0028582717627755883 & 0.0 & 0.0 & 0.063 & 0.00014299794082965205 & 0.00013579292623310424 & 0.06370510925532334 \\
+1_GDGM & 6003.2 & 3728.4 & 24317.9 & 0.046 & 0.136 & 0.038 & 0.04443902736114799 & 0.12707431894556653 & 0.03709713110392676 & 2.319 & 0.89 & 0.778 & 2.0479727494520943 & 0.949673119375106 & 0.7745501286587638 \\
+1_RNN & 2013.9 & 1153.3 & 15213.4 & 0.014 & 0.051 & 0.02 & 0.014055892379192247 & 0.05231723540430259 & 0.020320645705257896 & 0.124 & 0.048 & 0.08 & 0.1128553037614713 & 0.04800329980820759 & 0.07541625004805524 \\
+1_SEIIHURD & 4040.8 & 4625.2 & 35100.7 & 0.029 & 0.106 & 0.051 & 0.029461002546110115 & 0.11191833099789172 & 0.04943666946824771 & 0.124 & 0.097 & 0.093 & 0.09965317390822769 & 0.08327880034440752 & 0.10325332337787646 \\
+1_SEIR & 1651.8 & 5221.4 & 3041.8 & 0.011 & 0.13 & 0.004 & 0.011062343953768206 & 0.13868255231726734 & 0.0036215126894910132 & 0.051 & 0.109 & 0.008 & 0.056637985465909084 & 0.09336983798393438 & 0.007903456369979151 \\
+1_SIRDp & 4144.9 & 2475.9 & 62991.4 & 0.03 & 0.094 & 0.1 & 0.02988446879918875 & 0.08958965169507264 & 0.09520020047676736 & 1.66 & 0.672 & 2.162 & 1.1597449836117997 & 0.7022022614788126 & 2.475237107828574 \\
+1_SIRFp & 4144.9 & 2478.0 & 62990.2 & 0.03 & 0.094 & 0.1 & 0.02988446879918875 & 0.08963573612564255 & 0.09519848257050123 & 1.66 & 0.673 & 2.162 & 1.1597449836117997 & 0.7032549610321566 & 2.4751772360588262 \\
+1_SIRp & 4130.6 & 2530.5 & 69144.9 & 0.03 & 0.096 & 0.11 & 0.029869255911763117 & 0.09134560941709212 & 0.10453732933733344 & 1.654 & 0.687 & 2.373 & 1.1458827438619166 & 0.7193164673211904 & 2.754403766752699 \\
+5_Boost & 19329.3 & 5436.3 & 67673.5 & 0.126 & 0.123 & 0.084 & 0.13425962142238337 & 0.11916291198166452 & 0.08848937414352546 & 9.072 & 1.129 & 2.284 & 5.080175369179271 & 0.7017417935409377 & 1.3114960726174452 \\
+5_GDGM & 5074.3 & 5406.1 & 36347.2 & 0.035 & 0.113 & 0.048 & 0.0352468915322289 & 0.10708791949717726 & 0.047962505734705195 & 2.113 & 0.994 & 1.116 & 1.3863954364438704 & 0.609935861274364 & 1.2361328390695145 \\
+5_RNN & 4450.7 & 2781.8 & 9371.9 & 0.029 & 0.047 & 0.011 & 0.02914440620825028 & 0.045646789253922036 & 0.010560345932679183 & 0.321 & 0.089 & 0.049 & 0.2538041440784416 & 0.09708591605278193 & 0.05230277155752744 \\
+5_SEIIHURD & 4739.8 & 21317.0 & 61981.6 & 0.031 & 0.298 & 0.078 & 0.03148560429271552 & 0.3524631540076423 & 0.07654565454968298 & 0.171 & 0.34 & 0.161 & 0.12749032045897243 & 0.22019704500891757 & 0.23729474696137687 \\
+5_SEIR & 4770.4 & 23774.2 & 3568.1 & 0.033 & 0.339 & 0.006 & 0.03328273501933582 & 0.4078882857496152 & 0.005766896584116443 & 0.172 & 0.38 & 0.009 & 0.26273008201188064 & 0.23930392893666974 & 0.009383961165909895 \\
+5_SIRDp & 7039.6 & 12600.8 & 147075.1 & 0.045 & 0.361 & 0.213 & 0.0468039368981748 & 0.29955064168729023 & 0.19166516891699364 & 3.304 & 2.616 & 4.964 & 1.9270658167455321 & 2.9527590584515084 & 5.831171088822306 \\
+5_SIRFp & 7039.6 & 12609.3 & 147073.9 & 0.045 & 0.361 & 0.213 & 0.0468039368981748 & 0.2996585577990131 & 0.19166361678595173 & 3.304 & 2.618 & 4.964 & 1.9270658167455321 & 2.961049048677076 & 5.8311051615742215 \\
+5_SIRp & 7068.0 & 12628.6 & 149815.4 & 0.046 & 0.361 & 0.217 & 0.0469870018471652 & 0.3000311391783907 & 0.19511726280044508 & 3.317 & 2.622 & 5.057 & 1.9136918398800353 & 2.962848377033542 & 5.997504558662118 \\
+30_Boost & 516250.4 & 484828.2 & 2510298.3 & 1.364 & 0.69 & 0.984 & 2.9585466758102386 & 1.7291388831182652 & 1.7567837083900797 & 795.833 & 48.597 & 111.296 & 4.897125298755277 & 0.4999465994531783 & 1.8404276432594333 \\
+30_RNN & 12924.0 & 123189.1 & 346950.2 & 0.076 & 0.646 & 0.284 & 0.07472142978031326 & 0.47414816337481813 & 0.24494776191403442 & 3.065 & 1.9 & 2.367 & 0.46872037032891883 & 4.72086973686863 & 1.8859643341271919 \\
+30_SEIIHURD & 13263.5 & 2678109.9 & 1181934.8 & 0.071 & 2.424 & 0.56 & 0.0746643595737898 & 10.333012991839176 & 0.9066587828058748 & 1.573 & 20.649 & 4.031 & 0.4981405316490324 & 1.3449930579564877 & 0.5708033145404332 \\
+30_SEIR & 24988.8 & 3519246.8 & 212145.9 & 0.134 & 2.664 & 0.142 & 0.14501387006119598 & 13.463423401180943 & 0.1529424855896182 & 2.963 & 27.135 & 0.724 & 0.6014935110192952 & 1.2625807306581185 & 1.017957134755088 \\
+30_SIRDp & 58225.6 & 205258.0 & 647753.1 & 0.285 & 1.758 & 0.614 & 0.3318924012142231 & 0.814136780486867 & 0.4563403580462909 & 89.758 & 20.574 & 28.719 & 12.803987975419206 & 33.039312556492455 & 21.53616394883687 \\
+30_SIRFp & 58225.6 & 205342.8 & 647751.5 & 0.285 & 1.759 & 0.614 & 0.3318924012142231 & 0.8144048816717042 & 0.45633921804114436 & 89.758 & 20.583 & 28.718 & 12.803987975419206 & 33.542624325061745 & 21.536109327965992 \\
+30_SIRp & 59475.4 & 204822.4 & 624027.9 & 0.29 & 1.749 & 0.583 & 0.3390164673366053 & 0.8125103772288649 & 0.43965635851302204 & 91.685 & 20.53 & 27.667 & 12.849080523624348 & 32.713208077014215 & 20.81443126658356