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model_1,model_2,win_rate,win_rate_lower,win_rate_upper,skill_score,skill_score_lower,skill_score_upper
Chronos-2,Chronos-2,0.5,0.5,0.5,0.0,0.0,0.0
Chronos-2,Toto-1.0,0.35,0.15,0.55,0.07,-0.014,0.185
Chronos-2,TimesFM-2.5,0.75,0.55,0.9,0.088,0.033,0.155
Chronos-2,TiRex,0.85,0.7,1.0,0.113,0.032,0.222
Chronos-2,FlowState,0.85,0.65,1.0,0.115,0.05,0.188
Chronos-2,Moirai-2.0,1.0,1.0,1.0,0.151,0.066,0.248
Chronos-2,PatchTST,0.85,0.7,1.0,0.18,0.08,0.27
Chronos-2,TFT,0.95,0.85,1.0,0.256,0.118,0.395
Chronos-2,Chronos-Bolt,1.0,1.0,1.0,0.21,0.134,0.3
Chronos-2,TabPFN-TS,1.0,1.0,1.0,0.205,0.141,0.274
Chronos-2,Sundial-Base,1.0,1.0,1.0,0.19,0.145,0.236
Chronos-2,DeepAR,0.95,0.85,1.0,0.328,0.194,0.454
Chronos-2,CatBoost,1.0,1.0,1.0,0.378,0.313,0.448
Chronos-2,LightGBM,1.0,1.0,1.0,0.442,0.357,0.536
Chronos-2,AutoARIMA,1.0,1.0,1.0,0.493,0.393,0.591
Chronos-2,Seasonal Naive,1.0,1.0,1.0,0.669,0.582,0.746
Toto-1.0,Chronos-2,0.65,0.45,0.85,-0.075,-0.227,0.014
Toto-1.0,Toto-1.0,0.5,0.5,0.5,0.0,0.0,0.0
Toto-1.0,TimesFM-2.5,0.75,0.55,0.95,0.02,-0.047,0.073
Toto-1.0,TiRex,0.75,0.55,0.9,0.046,0.0,0.095
Toto-1.0,FlowState,0.75,0.55,0.9,0.049,-0.131,0.178
Toto-1.0,Moirai-2.0,0.85,0.7,1.0,0.087,0.029,0.145
Toto-1.0,PatchTST,0.9,0.75,1.0,0.118,-0.078,0.246
Toto-1.0,TFT,1.0,1.0,1.0,0.2,0.108,0.294
Toto-1.0,Chronos-Bolt,0.95,0.85,1.0,0.151,0.089,0.21
Toto-1.0,TabPFN-TS,0.8,0.6,0.95,0.145,0.066,0.217
Toto-1.0,Sundial-Base,0.9,0.75,1.0,0.129,0.024,0.2
Toto-1.0,DeepAR,1.0,1.0,1.0,0.278,0.182,0.386
Toto-1.0,CatBoost,1.0,1.0,1.0,0.331,0.275,0.395
Toto-1.0,LightGBM,1.0,1.0,1.0,0.401,0.317,0.505
Toto-1.0,AutoARIMA,1.0,1.0,1.0,0.455,0.379,0.537
Toto-1.0,Seasonal Naive,1.0,1.0,1.0,0.645,0.563,0.725
TimesFM-2.5,Chronos-2,0.25,0.1,0.45,-0.097,-0.183,-0.034
TimesFM-2.5,Toto-1.0,0.25,0.05,0.45,-0.02,-0.079,0.045
TimesFM-2.5,TimesFM-2.5,0.5,0.5,0.5,0.0,0.0,0.0
TimesFM-2.5,TiRex,0.6,0.4,0.8,0.027,-0.018,0.086
TimesFM-2.5,FlowState,0.7,0.5,0.9,0.03,-0.104,0.121
TimesFM-2.5,Moirai-2.0,0.85,0.65,1.0,0.069,0.028,0.116
TimesFM-2.5,PatchTST,0.85,0.7,1.0,0.1,-0.044,0.208
TimesFM-2.5,TFT,0.8,0.6,0.95,0.184,0.06,0.307
TimesFM-2.5,Chronos-Bolt,0.9,0.75,1.0,0.134,0.092,0.179
TimesFM-2.5,TabPFN-TS,0.8,0.65,0.95,0.128,0.067,0.195
TimesFM-2.5,Sundial-Base,0.95,0.85,1.0,0.111,0.06,0.148
TimesFM-2.5,DeepAR,0.95,0.85,1.0,0.263,0.157,0.368
TimesFM-2.5,CatBoost,1.0,1.0,1.0,0.318,0.274,0.365
TimesFM-2.5,LightGBM,1.0,1.0,1.0,0.389,0.312,0.484
TimesFM-2.5,AutoARIMA,1.0,1.0,1.0,0.444,0.365,0.532
TimesFM-2.5,Seasonal Naive,1.0,1.0,1.0,0.638,0.557,0.714
TiRex,Chronos-2,0.15,0.0,0.3,-0.127,-0.285,-0.033
TiRex,Toto-1.0,0.25,0.1,0.45,-0.048,-0.105,-0.0
TiRex,TimesFM-2.5,0.4,0.2,0.6,-0.028,-0.095,0.018
TiRex,TiRex,0.5,0.5,0.5,0.0,0.0,0.0
TiRex,FlowState,0.7,0.5,0.9,0.003,-0.19,0.122
TiRex,Moirai-2.0,0.9,0.75,1.0,0.043,0.019,0.07
TiRex,PatchTST,0.8,0.6,0.95,0.075,-0.133,0.211
TiRex,TFT,0.85,0.7,0.95,0.162,0.034,0.285
TiRex,Chronos-Bolt,0.9,0.75,1.0,0.11,0.064,0.155
TiRex,TabPFN-TS,0.75,0.55,0.95,0.104,0.027,0.178
TiRex,Sundial-Base,0.95,0.85,1.0,0.087,-0.025,0.153
TiRex,DeepAR,0.95,0.85,1.0,0.243,0.15,0.337
TiRex,CatBoost,1.0,1.0,1.0,0.299,0.255,0.343
TiRex,LightGBM,1.0,1.0,1.0,0.372,0.297,0.467
TiRex,AutoARIMA,1.0,1.0,1.0,0.428,0.358,0.508
TiRex,Seasonal Naive,1.0,1.0,1.0,0.627,0.54,0.71
FlowState,Chronos-2,0.15,0.0,0.35,-0.13,-0.232,-0.053
FlowState,Toto-1.0,0.25,0.1,0.45,-0.051,-0.217,0.116
FlowState,TimesFM-2.5,0.3,0.1,0.5,-0.03,-0.137,0.094
FlowState,TiRex,0.3,0.1,0.5,-0.003,-0.139,0.159
FlowState,FlowState,0.5,0.5,0.5,0.0,0.0,0.0
FlowState,Moirai-2.0,0.5,0.25,0.7,0.04,-0.089,0.189
FlowState,PatchTST,0.6,0.4,0.8,0.073,-0.056,0.185
FlowState,TFT,0.65,0.45,0.85,0.16,-0.028,0.323
FlowState,Chronos-Bolt,0.8,0.649,0.95,0.107,0.023,0.228
FlowState,TabPFN-TS,0.65,0.45,0.85,0.101,-0.03,0.222
FlowState,Sundial-Base,0.85,0.7,1.0,0.084,0.002,0.154
FlowState,DeepAR,0.7,0.5,0.9,0.241,0.063,0.401
FlowState,CatBoost,0.95,0.85,1.0,0.297,0.215,0.392
FlowState,LightGBM,0.95,0.85,1.0,0.37,0.279,0.47
FlowState,AutoARIMA,1.0,1.0,1.0,0.427,0.309,0.537
FlowState,Seasonal Naive,1.0,1.0,1.0,0.626,0.538,0.704
Moirai-2.0,Chronos-2,0.0,0.0,0.0,-0.177,-0.33,-0.071
Moirai-2.0,Toto-1.0,0.15,0.0,0.3,-0.095,-0.17,-0.03
Moirai-2.0,TimesFM-2.5,0.15,0.0,0.35,-0.074,-0.131,-0.029
Moirai-2.0,TiRex,0.1,0.0,0.25,-0.044,-0.075,-0.02
Moirai-2.0,FlowState,0.5,0.3,0.75,-0.042,-0.233,0.082
Moirai-2.0,Moirai-2.0,0.5,0.5,0.5,0.0,0.0,0.0
Moirai-2.0,PatchTST,0.6,0.4,0.8,0.034,-0.175,0.172
Moirai-2.0,TFT,0.7,0.5,0.9,0.124,-0.012,0.26
Moirai-2.0,Chronos-Bolt,0.85,0.699,0.975,0.07,0.023,0.118
Moirai-2.0,TabPFN-TS,0.6,0.4,0.8,0.064,-0.017,0.142
Moirai-2.0,Sundial-Base,0.9,0.75,1.0,0.046,-0.056,0.104
Moirai-2.0,DeepAR,0.85,0.699,1.0,0.209,0.118,0.304
Moirai-2.0,CatBoost,1.0,1.0,1.0,0.268,0.22,0.319
Moirai-2.0,LightGBM,1.0,1.0,1.0,0.344,0.261,0.45
Moirai-2.0,AutoARIMA,1.0,1.0,1.0,0.403,0.327,0.491
Moirai-2.0,Seasonal Naive,1.0,1.0,1.0,0.611,0.523,0.693
PatchTST,Chronos-2,0.15,0.0,0.3,-0.219,-0.369,-0.087
PatchTST,Toto-1.0,0.1,0.0,0.25,-0.134,-0.327,0.072
PatchTST,TimesFM-2.5,0.15,0.0,0.3,-0.112,-0.262,0.042
PatchTST,TiRex,0.2,0.05,0.4,-0.081,-0.267,0.118
PatchTST,FlowState,0.4,0.2,0.6,-0.079,-0.227,0.053
PatchTST,Moirai-2.0,0.4,0.2,0.6,-0.035,-0.208,0.149
PatchTST,PatchTST,0.5,0.5,0.5,0.0,0.0,0.0
PatchTST,TFT,0.425,0.225,0.625,0.093,-0.057,0.271
PatchTST,Chronos-Bolt,0.6,0.4,0.8,0.037,-0.124,0.209
PatchTST,TabPFN-TS,0.75,0.6,0.95,0.031,-0.127,0.186
PatchTST,Sundial-Base,0.7,0.5,0.9,0.012,-0.1,0.119
PatchTST,DeepAR,0.85,0.7,0.975,0.181,0.049,0.342
PatchTST,CatBoost,0.8,0.6,0.95,0.242,0.117,0.366
PatchTST,LightGBM,0.85,0.7,1.0,0.32,0.179,0.456
PatchTST,AutoARIMA,0.9,0.75,1.0,0.382,0.25,0.512
PatchTST,Seasonal Naive,0.9,0.75,1.0,0.597,0.477,0.698
TFT,Chronos-2,0.05,0.0,0.15,-0.344,-0.652,-0.133
TFT,Toto-1.0,0.0,0.0,0.0,-0.251,-0.415,-0.121
TFT,TimesFM-2.5,0.2,0.05,0.4,-0.226,-0.442,-0.064
TFT,TiRex,0.15,0.05,0.3,-0.193,-0.399,-0.035
TFT,FlowState,0.35,0.15,0.55,-0.19,-0.477,0.027
TFT,Moirai-2.0,0.3,0.1,0.5,-0.142,-0.351,0.012
TFT,PatchTST,0.575,0.375,0.775,-0.103,-0.372,0.054
TFT,TFT,0.5,0.5,0.5,0.0,0.0,0.0
TFT,Chronos-Bolt,0.5,0.3,0.7,-0.062,-0.262,0.087
TFT,TabPFN-TS,0.6,0.4,0.8,-0.069,-0.3,0.102
TFT,Sundial-Base,0.7,0.5,0.9,-0.09,-0.29,0.057
TFT,DeepAR,0.575,0.35,0.775,0.097,-0.054,0.233
TFT,CatBoost,0.85,0.7,1.0,0.164,0.007,0.3
TFT,LightGBM,0.85,0.7,1.0,0.25,0.086,0.416
TFT,AutoARIMA,0.9,0.75,1.0,0.318,0.222,0.425
TFT,Seasonal Naive,0.9,0.75,1.0,0.556,0.443,0.658
Chronos-Bolt,Chronos-2,0.0,0.0,0.0,-0.266,-0.429,-0.154
Chronos-Bolt,Toto-1.0,0.05,0.0,0.15,-0.177,-0.267,-0.098
Chronos-Bolt,TimesFM-2.5,0.1,0.0,0.25,-0.154,-0.218,-0.101
Chronos-Bolt,TiRex,0.1,0.0,0.25,-0.123,-0.183,-0.069
Chronos-Bolt,FlowState,0.2,0.05,0.351,-0.12,-0.295,-0.023
Chronos-Bolt,Moirai-2.0,0.15,0.025,0.301,-0.075,-0.134,-0.024
Chronos-Bolt,PatchTST,0.4,0.2,0.6,-0.039,-0.264,0.11
Chronos-Bolt,TFT,0.5,0.3,0.7,0.059,-0.096,0.207
Chronos-Bolt,Chronos-Bolt,0.5,0.5,0.5,0.0,0.0,0.0
Chronos-Bolt,TabPFN-TS,0.55,0.35,0.75,-0.007,-0.108,0.094
Chronos-Bolt,Sundial-Base,0.55,0.35,0.75,-0.026,-0.135,0.046
Chronos-Bolt,DeepAR,0.55,0.35,0.75,0.15,0.021,0.271
Chronos-Bolt,CatBoost,0.95,0.85,1.0,0.213,0.167,0.267
Chronos-Bolt,LightGBM,0.95,0.85,1.0,0.294,0.213,0.39
Chronos-Bolt,AutoARIMA,1.0,1.0,1.0,0.358,0.268,0.458
Chronos-Bolt,Seasonal Naive,1.0,1.0,1.0,0.582,0.486,0.675
TabPFN-TS,Chronos-2,0.0,0.0,0.0,-0.257,-0.377,-0.164
TabPFN-TS,Toto-1.0,0.2,0.05,0.4,-0.17,-0.277,-0.07
TabPFN-TS,TimesFM-2.5,0.2,0.05,0.35,-0.147,-0.242,-0.072
TabPFN-TS,TiRex,0.25,0.05,0.45,-0.116,-0.216,-0.027
TabPFN-TS,FlowState,0.35,0.15,0.55,-0.113,-0.285,0.029
TabPFN-TS,Moirai-2.0,0.4,0.2,0.6,-0.068,-0.165,0.016
TabPFN-TS,PatchTST,0.25,0.05,0.4,-0.032,-0.229,0.112
TabPFN-TS,TFT,0.4,0.2,0.6,0.065,-0.114,0.231
TabPFN-TS,Chronos-Bolt,0.45,0.25,0.65,0.007,-0.104,0.097
TabPFN-TS,TabPFN-TS,0.5,0.5,0.5,0.0,0.0,0.0
TabPFN-TS,Sundial-Base,0.45,0.25,0.65,-0.019,-0.118,0.067
TabPFN-TS,DeepAR,0.45,0.25,0.65,0.155,0.02,0.291
TabPFN-TS,CatBoost,0.85,0.7,1.0,0.218,0.128,0.299
TabPFN-TS,LightGBM,0.85,0.7,1.0,0.299,0.185,0.424
TabPFN-TS,AutoARIMA,0.95,0.85,1.0,0.362,0.252,0.466
TabPFN-TS,Seasonal Naive,1.0,1.0,1.0,0.584,0.475,0.679
Sundial-Base,Chronos-2,0.0,0.0,0.0,-0.234,-0.309,-0.169
Sundial-Base,Toto-1.0,0.1,0.0,0.25,-0.148,-0.251,-0.025
Sundial-Base,TimesFM-2.5,0.05,0.0,0.15,-0.125,-0.173,-0.063
Sundial-Base,TiRex,0.05,0.0,0.15,-0.095,-0.18,0.025
Sundial-Base,FlowState,0.15,0.0,0.3,-0.092,-0.182,-0.002
Sundial-Base,Moirai-2.0,0.1,0.0,0.25,-0.048,-0.116,0.053
Sundial-Base,PatchTST,0.3,0.1,0.5,-0.012,-0.135,0.091
Sundial-Base,TFT,0.3,0.1,0.5,0.082,-0.06,0.225
Sundial-Base,Chronos-Bolt,0.45,0.25,0.65,0.025,-0.048,0.119
Sundial-Base,TabPFN-TS,0.55,0.35,0.75,0.019,-0.071,0.106
Sundial-Base,Sundial-Base,0.5,0.5,0.5,0.0,0.0,0.0
Sundial-Base,DeepAR,0.55,0.35,0.75,0.171,0.043,0.303
Sundial-Base,CatBoost,0.95,0.85,1.0,0.233,0.171,0.301
Sundial-Base,LightGBM,0.95,0.85,1.0,0.312,0.219,0.422
Sundial-Base,AutoARIMA,1.0,1.0,1.0,0.374,0.28,0.471
Sundial-Base,Seasonal Naive,1.0,1.0,1.0,0.592,0.504,0.674
DeepAR,Chronos-2,0.05,0.0,0.15,-0.489,-0.831,-0.241
DeepAR,Toto-1.0,0.0,0.0,0.0,-0.385,-0.628,-0.222
DeepAR,TimesFM-2.5,0.05,0.0,0.15,-0.358,-0.582,-0.186
DeepAR,TiRex,0.05,0.0,0.15,-0.321,-0.509,-0.177
DeepAR,FlowState,0.3,0.1,0.5,-0.317,-0.669,-0.067
DeepAR,Moirai-2.0,0.15,0.0,0.301,-0.265,-0.436,-0.133
DeepAR,PatchTST,0.15,0.025,0.3,-0.221,-0.519,-0.052
DeepAR,TFT,0.425,0.225,0.65,-0.107,-0.304,0.051
DeepAR,Chronos-Bolt,0.45,0.25,0.65,-0.176,-0.371,-0.021
DeepAR,TabPFN-TS,0.55,0.35,0.75,-0.184,-0.41,-0.02
DeepAR,Sundial-Base,0.45,0.25,0.65,-0.206,-0.434,-0.045
DeepAR,DeepAR,0.5,0.5,0.5,0.0,0.0,0.0
DeepAR,CatBoost,0.5,0.3,0.75,0.074,-0.052,0.197
DeepAR,LightGBM,0.7,0.5,0.9,0.17,0.021,0.333
DeepAR,AutoARIMA,0.9,0.75,1.0,0.245,0.159,0.333
DeepAR,Seasonal Naive,0.85,0.7,1.0,0.508,0.376,0.622
CatBoost,Chronos-2,0.0,0.0,0.0,-0.608,-0.812,-0.455
CatBoost,Toto-1.0,0.0,0.0,0.0,-0.496,-0.653,-0.379
CatBoost,TimesFM-2.5,0.0,0.0,0.0,-0.467,-0.575,-0.378
CatBoost,TiRex,0.0,0.0,0.0,-0.427,-0.522,-0.342
CatBoost,FlowState,0.05,0.0,0.15,-0.423,-0.645,-0.274
CatBoost,Moirai-2.0,0.0,0.0,0.0,-0.366,-0.469,-0.281
CatBoost,PatchTST,0.2,0.05,0.4,-0.319,-0.578,-0.133
CatBoost,TFT,0.15,0.0,0.3,-0.196,-0.428,-0.007
CatBoost,Chronos-Bolt,0.05,0.0,0.15,-0.27,-0.365,-0.2
CatBoost,TabPFN-TS,0.15,0.0,0.3,-0.279,-0.426,-0.147
CatBoost,Sundial-Base,0.05,0.0,0.15,-0.303,-0.43,-0.206
CatBoost,DeepAR,0.5,0.25,0.7,-0.08,-0.245,0.049
CatBoost,CatBoost,0.5,0.5,0.5,0.0,0.0,0.0
CatBoost,LightGBM,0.85,0.7,1.0,0.103,0.034,0.2
CatBoost,AutoARIMA,0.7,0.5,0.9,0.184,0.073,0.298
CatBoost,Seasonal Naive,1.0,1.0,1.0,0.468,0.349,0.58
LightGBM,Chronos-2,0.0,0.0,0.0,-0.794,-1.155,-0.555
LightGBM,Toto-1.0,0.0,0.0,0.0,-0.668,-1.02,-0.464
LightGBM,TimesFM-2.5,0.0,0.0,0.0,-0.636,-0.937,-0.454
LightGBM,TiRex,0.0,0.0,0.0,-0.591,-0.875,-0.423
LightGBM,FlowState,0.05,0.0,0.15,-0.587,-0.887,-0.387
LightGBM,Moirai-2.0,0.0,0.0,0.0,-0.524,-0.817,-0.354
LightGBM,PatchTST,0.15,0.0,0.3,-0.472,-0.84,-0.218
LightGBM,TFT,0.15,0.0,0.3,-0.334,-0.711,-0.095
LightGBM,Chronos-Bolt,0.05,0.0,0.15,-0.417,-0.639,-0.271
LightGBM,TabPFN-TS,0.15,0.0,0.3,-0.426,-0.735,-0.227
LightGBM,Sundial-Base,0.05,0.0,0.15,-0.454,-0.731,-0.281
LightGBM,DeepAR,0.3,0.1,0.5,-0.205,-0.498,-0.021
LightGBM,CatBoost,0.15,0.0,0.3,-0.115,-0.251,-0.035
LightGBM,LightGBM,0.5,0.5,0.5,0.0,0.0,0.0
LightGBM,AutoARIMA,0.7,0.5,0.9,0.09,-0.077,0.213
LightGBM,Seasonal Naive,0.9,0.75,1.0,0.407,0.265,0.526
AutoARIMA,Chronos-2,0.0,0.0,0.0,-0.972,-1.444,-0.647
AutoARIMA,Toto-1.0,0.0,0.0,0.0,-0.834,-1.16,-0.609
AutoARIMA,TimesFM-2.5,0.0,0.0,0.0,-0.798,-1.136,-0.575
AutoARIMA,TiRex,0.0,0.0,0.0,-0.749,-1.031,-0.557
AutoARIMA,FlowState,0.0,0.0,0.0,-0.745,-1.16,-0.448
AutoARIMA,Moirai-2.0,0.0,0.0,0.0,-0.675,-0.965,-0.486
AutoARIMA,PatchTST,0.1,0.0,0.25,-0.618,-1.048,-0.334
AutoARIMA,TFT,0.1,0.0,0.25,-0.467,-0.739,-0.286
AutoARIMA,Chronos-Bolt,0.0,0.0,0.0,-0.558,-0.844,-0.366
AutoARIMA,TabPFN-TS,0.05,0.0,0.15,-0.568,-0.874,-0.337
AutoARIMA,Sundial-Base,0.0,0.0,0.0,-0.598,-0.891,-0.389
AutoARIMA,DeepAR,0.1,0.0,0.25,-0.325,-0.5,-0.189
AutoARIMA,CatBoost,0.3,0.1,0.5,-0.226,-0.424,-0.079
AutoARIMA,LightGBM,0.3,0.1,0.5,-0.099,-0.27,0.071
AutoARIMA,AutoARIMA,0.5,0.5,0.5,0.0,0.0,0.0
AutoARIMA,Seasonal Naive,0.925,0.8,1.0,0.348,0.228,0.464
Seasonal Naive,Chronos-2,0.0,0.0,0.0,-2.025,-2.936,-1.394
Seasonal Naive,Toto-1.0,0.0,0.0,0.0,-1.814,-2.639,-1.287
Seasonal Naive,TimesFM-2.5,0.0,0.0,0.0,-1.759,-2.495,-1.259
Seasonal Naive,TiRex,0.0,0.0,0.0,-1.684,-2.448,-1.175
Seasonal Naive,FlowState,0.0,0.0,0.0,-1.677,-2.381,-1.163
Seasonal Naive,Moirai-2.0,0.0,0.0,0.0,-1.57,-2.259,-1.095
Seasonal Naive,PatchTST,0.1,0.0,0.25,-1.482,-2.307,-0.914
Seasonal Naive,TFT,0.1,0.0,0.25,-1.25,-1.926,-0.795
Seasonal Naive,Chronos-Bolt,0.0,0.0,0.0,-1.39,-2.073,-0.945
Seasonal Naive,TabPFN-TS,0.0,0.0,0.0,-1.406,-2.118,-0.903
Seasonal Naive,Sundial-Base,0.0,0.0,0.0,-1.452,-2.065,-1.017
Seasonal Naive,DeepAR,0.15,0.0,0.3,-1.032,-1.647,-0.604
Seasonal Naive,CatBoost,0.0,0.0,0.0,-0.881,-1.379,-0.536
Seasonal Naive,LightGBM,0.1,0.0,0.25,-0.687,-1.108,-0.36
Seasonal Naive,AutoARIMA,0.075,0.0,0.2,-0.534,-0.865,-0.295
Seasonal Naive,Seasonal Naive,0.5,0.5,0.5,0.0,0.0,0.0