results/Fredformer/Fredformer.csv

Model,Metric,Regular_Mean,Regular_Med.,Stationary_Mean,Stationary_Med.,Non_Stationary_Mean,Non_Stationary_Med.,"Trend_Strength_[0,0.1]_Mean","Trend_Strength_[0,0.1]_Med.","Trend_Strength_(0.1,0.5]_Mean","Trend_Strength_(0.1,0.5]_Med.","Trend_Strength_(0.5,0.9]_Mean","Trend_Strength_(0.5,0.9]_Med.","Trend_Strength_(0.9,1.0]_Mean","Trend_Strength_(0.9,1.0]_Med.","Seasonality_Strength_[0,0.25]_Mean","Seasonality_Strength_[0,0.25]_Med.","Seasonality_Strength_(0.25,0.5]_Mean","Seasonality_Strength_(0.25,0.5]_Med.","Seasonality_Strength_(0.5,0.75]_Mean","Seasonality_Strength_(0.5,0.75]_Med.","Seasonality_Strength_(0.75,1.0]_Mean","Seasonality_Strength_(0.75,1.0]_Med.",Seasonality_Count_0_Mean,Seasonality_Count_0_Med.,Seasonality_Count_1_Mean,Seasonality_Count_1_Med.,Seasonality_Count_≥1_Mean,Seasonality_Count_≥1_Med.,"Volatility_[0,0.4]_Mean","Volatility_[0,0.4]_Med.","Volatility_(0.4,0.6]_Mean","Volatility_(0.4,0.6]_Med.","Volatility_(0.6,0.8]_Mean","Volatility_(0.6,0.8]_Med.",Volatility_>0.8_Mean,Volatility_>0.8_Med.,"Memory_[0,0.25]_Mean","Memory_[0,0.25]_Med.","Memory_(0.25,0.5]_Mean","Memory_(0.25,0.5]_Med.","Memory_(0.5,0.75]_Mean","Memory_(0.5,0.75]_Med.","Memory_(0.75,1]_Mean","Memory_(0.75,1]_Med.",Homo-Scedasticity_Mean,Homo-Scedasticity_Med.,Hetero-Scedasticity_Mean,Hetero-Scedasticity_Med.,"Anomaly_[0,0.05]_Mean","Anomaly_[0,0.05]_Med.","Anomaly_(0.05,0.1]_Mean","Anomaly_(0.05,0.1]_Med.","Anomaly_(0.1,0.15]_Mean","Anomaly_(0.1,0.15]_Med.",Anomaly_>0.15_Mean,Anomaly_>0.15_Med.
Fredformer,MAE,0.253,0.103,0.761,0.791,0.194,0.088,0.196,0.085,0.279,0.184,0.301,0.228,0.075,0.016,0.148,0.05,0.277,0.187,0.332,0.284,0.205,0.094,0.134,0.04,0.166,0.077,0.266,0.133,0.517,0.529,0.181,0.086,0.137,0.072,0.131,0.067,0.2,0.073,0.22,0.109,0.203,0.108,0.17,0.09,0.285,0.009,0.187,0.09,0.104,0.049,0.211,0.098,0.272,0.141,0.116,0.075
Fredformer,MSE,0.232,0.016,1.007,0.981,0.143,0.011,0.14,0.011,0.211,0.05,0.252,0.076,0.05,0.0,0.11,0.004,0.216,0.051,0.294,0.119,0.144,0.013,0.101,0.002,0.099,0.009,0.212,0.027,0.543,0.429,0.122,0.011,0.076,0.008,0.076,0.006,0.159,0.008,0.15,0.018,0.127,0.018,0.123,0.012,0.34,0.0,0.127,0.012,0.054,0.004,0.16,0.015,0.22,0.03,0.049,0.008