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sarimax grid search colab results.txt
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sarimax grid search colab results.txt
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> Model[[(0, 0, 0), (0, 0, 0, 24), 'n']] 51.162
> Model[[(0, 0, 0), (0, 0, 1, 24), 'n']] 30.550
> Model[[(0, 0, 0), (0, 1, 0, 24), 'n']] 80.172
> Model[[(0, 0, 0), (0, 0, 2, 24), 'n']] 36.875
> Model[[(0, 0, 0), (0, 1, 1, 24), 'n']] 74.121
> Model[[(0, 0, 0), (1, 0, 0, 24), 'n']] 48.409
> Model[[(0, 0, 0), (1, 0, 1, 24), 'n']] 95.099
> Model[[(0, 0, 0), (1, 0, 2, 24), 'n']] 77.684
> Model[[(0, 0, 0), (1, 1, 0, 24), 'n']] 99.786
> Model[[(0, 0, 0), (0, 1, 2, 24), 'n']] 54.267
> Model[[(0, 0, 0), (1, 1, 1, 24), 'n']] 64.494
> Model[[(0, 0, 0), (2, 0, 0, 24), 'n']] 49.262
> Model[[(0, 0, 0), (2, 0, 1, 24), 'n']] 86.768
> Model[[(0, 0, 0), (1, 1, 2, 24), 'n']] 58.111
> Model[[(0, 0, 0), (2, 1, 0, 24), 'n']] 140.741
> Model[[(0, 0, 0), (2, 0, 2, 24), 'n']] 84.896
> Model[[(0, 0, 0), (2, 1, 1, 24), 'n']] 59.711
> Model[[(0, 0, 0), (0, 0, 0, 24), 'c']] 39.721
> Model[[(0, 0, 0), (0, 0, 1, 24), 'c']] 44.711
> Model[[(0, 0, 0), (0, 0, 2, 24), 'c']] 40.749
> Model[[(0, 0, 0), (0, 1, 0, 24), 'c']] 80.900
> Model[[(0, 0, 0), (0, 1, 1, 24), 'c']] 88.774
> Model[[(0, 0, 0), (2, 1, 2, 24), 'n']] 60.629
> Model[[(0, 0, 0), (1, 0, 0, 24), 'c']] 48.442
> Model[[(0, 0, 0), (1, 0, 1, 24), 'c']] 44.105
> Model[[(0, 0, 0), (1, 0, 2, 24), 'c']] 28.786
> Model[[(0, 0, 0), (1, 1, 0, 24), 'c']] 100.682
> Model[[(0, 0, 0), (0, 1, 2, 24), 'c']] 79.883
> Model[[(0, 0, 0), (1, 1, 1, 24), 'c']] 86.614
> Model[[(0, 0, 0), (2, 0, 0, 24), 'c']] 25.784
> Model[[(0, 0, 0), (2, 0, 1, 24), 'c']] 27.904
> Model[[(0, 0, 0), (1, 1, 2, 24), 'c']] 83.317
> Model[[(0, 0, 0), (2, 0, 2, 24), 'c']] 25.878
> Model[[(0, 0, 0), (2, 1, 0, 24), 'c']] 147.366
> Model[[(0, 0, 0), (2, 1, 1, 24), 'c']] 70.796
> Model[[(0, 0, 0), (0, 0, 0, 24), 't']] 98.378
> Model[[(0, 0, 0), (0, 0, 1, 24), 't']] 85.727
> Model[[(0, 0, 0), (0, 0, 2, 24), 't']] 91.539
> Model[[(0, 0, 0), (0, 1, 0, 24), 't']] 79.315
> Model[[(0, 0, 0), (0, 1, 1, 24), 't']] 102.832
> Model[[(0, 0, 0), (2, 1, 2, 24), 'c']] 72.568
> Model[[(0, 0, 0), (1, 0, 0, 24), 't']] 90.209
> Model[[(0, 0, 0), (1, 0, 1, 24), 't']] 89.117
> Model[[(0, 0, 0), (1, 0, 2, 24), 't']] 87.998
> Model[[(0, 0, 0), (1, 1, 0, 24), 't']] 100.034
> Model[[(0, 0, 0), (0, 1, 2, 24), 't']] 89.281
> Model[[(0, 0, 0), (1, 1, 1, 24), 't']] 99.163
> Model[[(0, 0, 0), (2, 0, 0, 24), 't']] 83.339
> Model[[(0, 0, 0), (2, 0, 1, 24), 't']] 84.416
> Model[[(0, 0, 0), (2, 0, 2, 24), 't']] 88.511
> Model[[(0, 0, 0), (1, 1, 2, 24), 't']] 94.252
> Model[[(0, 0, 0), (2, 1, 0, 24), 't']] 149.896
> Model[[(0, 0, 0), (2, 1, 1, 24), 't']] 87.411
> Model[[(0, 0, 0), (0, 0, 0, 24), 'ct']] 83.688
> Model[[(0, 0, 0), (0, 0, 1, 24), 'ct']] 74.303
> Model[[(0, 0, 0), (0, 0, 2, 24), 'ct']] 76.755
> Model[[(0, 0, 0), (0, 1, 0, 24), 'ct']] 77.113
> Model[[(0, 0, 0), (0, 1, 1, 24), 'ct']] 105.710
> Model[[(0, 0, 0), (2, 1, 2, 24), 't']] 90.334
> Model[[(0, 0, 0), (1, 0, 0, 24), 'ct']] 76.805
> Model[[(0, 0, 0), (1, 0, 1, 24), 'ct']] 76.338
> Model[[(0, 0, 0), (1, 0, 2, 24), 'ct']] 65.592
> Model[[(0, 0, 0), (1, 1, 0, 24), 'ct']] 97.903
> Model[[(0, 0, 0), (0, 1, 2, 24), 'ct']] 91.443
> Model[[(0, 0, 0), (1, 1, 1, 24), 'ct']] 107.147
> Model[[(0, 0, 0), (2, 0, 0, 24), 'ct']] 69.499
> Model[[(0, 0, 0), (2, 0, 1, 24), 'ct']] 68.074
> Model[[(0, 0, 0), (2, 0, 2, 24), 'ct']] 81.000
> Model[[(0, 0, 0), (2, 1, 0, 24), 'ct']] 145.624
> Model[[(0, 0, 0), (1, 1, 2, 24), 'ct']] 94.999
> Model[[(0, 0, 0), (0, 0, 0, 0), 'n']] 51.162
> Model[[(0, 0, 0), (0, 0, 0, 12), 'n']] 51.162
> Model[[(0, 0, 0), (0, 0, 0, 24), 'n']] 51.162
> Model[[(0, 0, 0), (0, 0, 0, 48), 'n']] 51.162
> Model[[(0, 0, 0), (0, 0, 1, 12), 'n']] 56.249
> Model[[(0, 0, 0), (0, 0, 1, 24), 'n']] 28.766
> Model[[(0, 0, 0), (0, 0, 1, 48), 'n']] 75.832
> Model[[(0, 0, 0), (0, 0, 2, 12), 'n']] 101.125
> Model[[(0, 0, 0), (0, 0, 2, 24), 'n']] 39.432
> Model[[(0, 0, 0), (0, 1, 0, 12), 'n']] 51.717
> Model[[(0, 0, 0), (0, 1, 0, 24), 'n']] 80.172
> Model[[(0, 0, 0), (0, 1, 0, 48), 'n']] 161.386
> Model[[(0, 0, 0), (0, 1, 1, 12), 'n']] 52.173
> Model[[(0, 0, 0), (0, 1, 1, 24), 'n']] 84.745
> Model[[(0, 0, 0), (0, 1, 2, 12), 'n']] 73.567
> Model[[(0, 0, 0), (0, 1, 2, 24), 'n']] 62.517
> Model[[(0, 0, 0), (1, 0, 0, 12), 'n']] 43.779
> Model[[(0, 0, 0), (1, 0, 0, 24), 'n']] 58.733
> Model[[(0, 0, 0), (1, 0, 0, 48), 'n']] 94.838
> Model[[(0, 0, 0), (1, 0, 1, 12), 'n']] 40.616
> Model[[(0, 0, 0), (1, 0, 1, 24), 'n']] 88.984
> Model[[(0, 0, 0), (1, 0, 1, 48), 'n']] 56.584
> Model[[(0, 0, 0), (1, 0, 2, 12), 'n']] 41.061
> Model[[(0, 0, 0), (1, 0, 2, 24), 'n']] 59.090
> Model[[(0, 0, 0), (1, 1, 0, 12), 'n']] 45.646
> Model[[(0, 0, 0), (1, 1, 0, 24), 'n']] 99.147
> Model[[(0, 0, 0), (1, 1, 0, 48), 'n']] 149.910
> Model[[(0, 0, 0), (1, 1, 1, 12), 'n']] 40.892
> Model[[(0, 0, 0), (1, 1, 1, 24), 'n']] 67.495
> Model[[(0, 0, 0), (1, 1, 1, 48), 'n']] 68.214
> Model[[(0, 0, 0), (1, 1, 2, 12), 'n']] 41.704
> Model[[(0, 0, 0), (1, 1, 2, 24), 'n']] 63.107
> Model[[(0, 0, 0), (2, 0, 0, 12), 'n']] 39.853
> Model[[(0, 0, 0), (2, 0, 0, 24), 'n']] 70.594
> Model[[(0, 0, 0), (2, 0, 0, 48), 'n']] 101.484
> Model[[(0, 0, 0), (2, 0, 1, 12), 'n']] 47.423
> Model[[(0, 0, 0), (2, 0, 1, 24), 'n']] 63.617
> Model[[(0, 0, 0), (2, 0, 1, 48), 'n']] 62.550
> Model[[(0, 0, 0), (2, 0, 2, 12), 'n']] 50.928
> Model[[(0, 0, 0), (2, 0, 2, 24), 'n']] 59.363
> Model[[(0, 0, 0), (2, 0, 2, 48), 'n']] 51.138
> Model[[(0, 0, 0), (2, 1, 0, 12), 'n']] 46.657
> Model[[(0, 0, 0), (2, 1, 0, 24), 'n']] 117.621
> Model[[(0, 0, 0), (2, 1, 1, 12), 'n']] 41.310
> Model[[(0, 0, 0), (2, 1, 1, 24), 'n']] 61.037
> Model[[(1, 1, 1), (0, 0, 0, 24), 'n']] 16.763
> Model[[(1, 1, 1), (0, 0, 1, 24), 'n']] 16.318
> Model[[(1, 1, 1), (0, 1, 0, 24), 'n']] 37.709
> Model[[(1, 1, 1), (0, 0, 2, 24), 'n']] 15.450
> Model[[(1, 1, 1), (0, 1, 1, 24), 'n']] 17.257
> Model[[(1, 1, 1), (1, 0, 0, 24), 'n']] 16.393
> Model[[(1, 1, 1), (1, 0, 1, 24), 'n']] 16.275
> Model[[(1, 1, 1), (1, 0, 2, 24), 'n']] 15.422
> Model[[(1, 1, 1), (1, 1, 0, 24), 'n']] 38.359
> Model[[(1, 1, 1), (1, 1, 1, 24), 'n']] 17.550
> Model[[(1, 1, 1), (0, 1, 2, 24), 'n']] 17.331
> Model[[(1, 1, 1), (2, 0, 0, 24), 'n']] 15.234
> Model[[(1, 1, 1), (2, 0, 1, 24), 'n']] 15.238
> Model[[(1, 1, 1), (2, 0, 2, 24), 'n']] 15.156
> Model[[(1, 1, 1), (2, 1, 0, 24), 'n']] 31.166
> Model[[(1, 1, 1), (1, 1, 2, 24), 'n']] 17.334
> Model[[(1, 1, 1), (2, 1, 1, 24), 'n']] 18.678
> Model[[(1, 1, 1), (0, 0, 0, 24), 'c']] 16.778
> Model[[(1, 1, 1), (0, 0, 1, 24), 'c']] 16.334
> Model[[(1, 1, 1), (0, 0, 2, 24), 'c']] 15.451
> Model[[(1, 1, 1), (0, 1, 0, 24), 'c']] 38.125
> Model[[(1, 1, 1), (2, 1, 2, 24), 'n']] 17.841
> Model[[(1, 1, 1), (0, 1, 1, 24), 'c']] 17.337
> Model[[(1, 1, 1), (1, 0, 0, 24), 'c']] 16.408
> Model[[(1, 1, 1), (1, 0, 1, 24), 'c']] 16.290
> Model[[(1, 1, 1), (1, 0, 2, 24), 'c']] 15.430
> Model[[(1, 1, 1), (1, 1, 0, 24), 'c']] 37.843
> Model[[(1, 1, 1), (1, 1, 1, 24), 'c']] 17.250
> Model[[(1, 1, 1), (0, 1, 2, 24), 'c']] 17.073
> Model[[(1, 1, 1), (2, 0, 0, 24), 'c']] 15.234
> Model[[(1, 1, 1), (2, 0, 1, 24), 'c']] 15.237
> Model[[(1, 1, 1), (2, 0, 2, 24), 'c']] 15.159
> Model[[(3, 1, 1), (0, 0, 0, 24), 'n']] 16.728
> Model[[(3, 1, 1), (0, 0, 1, 24), 'n']] 16.288
> Model[[(3, 1, 1), (0, 1, 0, 24), 'n']] 38.692
> Model[[(3, 1, 1), (0, 0, 2, 24), 'n']] 15.444
> Model[[(3, 1, 1), (0, 1, 1, 24), 'n']] 17.480
> Model[[(3, 1, 1), (1, 0, 0, 24), 'n']] 16.359
> Model[[(3, 1, 1), (1, 0, 1, 24), 'n']] 16.241
> Model[[(3, 1, 1), (1, 0, 2, 24), 'n']] 15.417
> Model[[(3, 1, 1), (1, 1, 0, 24), 'n']] 35.916
> Model[[(2, 1, 1), (0, 0, 0, 24), 'n']] 16.728
> Model[[(2, 1, 1), (0, 0, 1, 24), 'n']] 16.289
> Model[[(2, 1, 1), (0, 1, 0, 24), 'n']] 38.713
> Model[[(2, 1, 1), (0, 0, 2, 24), 'n']] 15.445
> Model[[(2, 1, 1), (0, 1, 1, 24), 'n']] 17.318
> Model[[(2, 1, 1), (1, 0, 0, 24), 'n']] 16.360
> Model[[(2, 1, 1), (1, 0, 1, 24), 'n']] 16.243
> Model[[(4, 1, 1), (0, 0, 0, 24), 'n']] 16.964
> Model[[(4, 1, 1), (0, 0, 1, 24), 'n']] 16.499
> Model[[(4, 1, 1), (0, 1, 0, 24), 'n']] 38.388