results/ARIMA/ARIMA.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.
ARIMA,MAE,0.832,0.791,0.773,0.793,0.839,0.79,0.854,0.827,1.428,0.843,1.145,0.721,0.131,0.018,0.508,0.076,0.754,0.8,0.832,0.818,1.048,0.83,0.451,0.05,0.947,0.813,1.07,0.835,1.155,0.808,0.706,0.775,1.013,0.808,0.805,0.767,0.692,0.796,1.071,0.83,1.059,0.866,0.84,0.233,0.332,0.007,0.878,0.799,0.611,0.518,0.802,0.786,1.144,0.821,0.732,0.777
ARIMA,MSE,6.469,0.953,1.032,0.984,7.111,0.941,1.578,0.995,25.595,1.058,6.177,0.868,0.243,0.0,3.608,0.009,1.045,0.98,1.163,0.989,10.256,0.997,3.697,0.004,9.237,0.972,8.227,1.007,19.159,1.005,2.027,0.909,13.431,0.952,6.621,0.808,0.963,0.946,11.352,1.007,3.137,1.015,13.439,0.089,0.517,0.0,7.622,0.957,1.996,0.394,8.933,0.927,10.511,1.004,1.032,0.969