4.7 KiB
4.7 KiB
1 | ds | NHITS | Informer | LSTM | iTransformer | TSMixer | TSMixerx | PatchTST | RNN | GRU | TCN | BiTCN | DilatedRNN | MLP | DLinear | NLinear | TFT | StemGNN | MLPMultivariate | TiDE | DeepNPTS | y | min_within_quantile | max_within_quantile | min_price | max_price | id | CREAT_DATE | 序号 | LOW_PRICE | HIGH_PRICE | ACCURACY |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2 | 2024-12-09 | 71.63069 | 72.14122 | 70.19943 | 69.644196 | 71.80898 | 70.52471 | 71.53064 | 67.38501 | 70.75815 | 73.546684 | 71.92033 | 70.327484 | 71.95594 | 71.18323 | 71.882935 | 71.90951 | 73.94965 | 72.28691 | 71.25138 | 73.34018 | 72.13999938964844 | 67.38501 | 73.94965 | 67.38501 | 73.94965 | 51 | 2024-12-06 | 5.0 | 70.92 | 72.65 | 1.0 |
3 | 2024-12-10 | 71.14343 | 71.9462 | 70.405106 | 69.48242 | 71.70601 | 70.66241 | 71.57484 | 67.23587 | 70.46323 | 73.37324 | 71.720894 | 70.45846 | 71.88132 | 72.34705 | 71.75997 | 72.41326 | 73.74943 | 72.31887 | 71.47953 | 72.78831 | 72.19000244140625 | 67.23587 | 73.74943 | 67.23587 | 73.74943 | 52 | 2024-12-06 | 4.0 | 70.73 | 71.77 | 1.0 |
4 | 2024-12-11 | 71.71588 | 72.31544 | 70.175125 | 69.58213 | 71.59609 | 70.91783 | 71.54794 | 67.433334 | 70.518196 | 73.76477 | 71.84062 | 70.746284 | 72.27111 | 71.85789 | 70.77939 | 72.912704 | 73.91716 | 72.42111 | 71.47695 | 72.61624 | 73.5199966430664 | 67.433334 | 73.91716 | 67.433334 | 73.91716 | 53 | 2024-12-06 | 3.0 | 72.15 | 73.75 | 1.0 |
5 | 2024-12-12 | 72.46348 | 71.87648 | 70.26041 | 69.922165 | 71.65103 | 70.689384 | 71.72716 | 67.54506 | 70.99872 | 73.52567 | 71.78495 | 70.777115 | 72.34328 | 72.756325 | 70.9607 | 73.391495 | 73.944244 | 72.465836 | 71.445244 | 71.69109 | 73.88999938964844 | 67.54506 | 73.944244 | 67.54506 | 73.944244 | 54 | 2024-12-06 | 2.0 | 72.42 | 74.0 | 0.9647113924050618 |
6 | 2024-12-13 | 72.85073 | 72.36679 | 70.489136 | 69.759766 | 71.78641 | 70.69935 | 71.60861 | 67.47295 | 70.81146 | 73.85618 | 71.966835 | 70.923485 | 72.63866 | 72.29209 | 71.11011 | 73.777534 | 73.82516 | 72.58803 | 71.807915 | 72.6083 | 67.47295 | 73.85618 | 67.47295 | 73.85618 | 55 | 2024-12-06 | 1.0 | 73.3 | 74.59 | 0.43114728682170156 | |
7 | 2024-12-10 | 71.97169 | 73.11586 | 71.41545 | 70.59598 | 71.81998 | 71.541016 | 72.397606 | 68.78458 | 71.30409 | 73.65467 | 71.78349 | 71.03456 | 71.8188 | 71.85696 | 72.014534 | 72.33824 | 73.77812 | 72.2061 | 71.36985 | 72.46154 | 72.19000244140625 | 68.78458 | 73.77812 | 68.78458 | 73.77812 | 56 | 2024-12-09 | 4.0 | 70.73 | 71.77 | 1.0 |
8 | 2024-12-11 | 72.35509 | 73.087166 | 71.63927 | 70.430176 | 71.82658 | 71.76624 | 72.57018 | 68.59579 | 71.03884 | 73.45442 | 71.75791 | 71.15297 | 72.066956 | 72.28318 | 72.36303 | 72.75233 | 73.594864 | 72.24322 | 71.16944 | 72.39418 | 73.5199966430664 | 68.59579 | 73.594864 | 68.59579 | 73.594864 | 57 | 2024-12-09 | 3.0 | 72.15 | 73.75 | 0.9030400000000004 |
9 | 2024-12-12 | 73.268654 | 73.31714 | 71.39498 | 70.65145 | 71.76794 | 71.6176 | 73.038315 | 68.85988 | 71.12751 | 73.84763 | 71.82094 | 71.41621 | 72.99199 | 72.42496 | 71.474464 | 73.17588 | 73.74838 | 72.31574 | 71.692444 | 72.48112 | 73.88999938964844 | 68.85988 | 73.84763 | 68.85988 | 73.84763 | 58 | 2024-12-09 | 2.0 | 72.42 | 74.0 | 0.9035632911392374 |
10 | 2024-12-13 | 73.11824 | 73.70929 | 71.442184 | 70.72518 | 71.878975 | 71.82435 | 73.13541 | 68.760376 | 71.51967 | 73.62109 | 71.86448 | 71.44768 | 72.952484 | 72.107254 | 72.57947 | 73.61362 | 73.77317 | 72.3857 | 71.873566 | 72.40313 | 68.760376 | 73.77317 | 68.760376 | 73.77317 | 59 | 2024-12-09 | 1.0 | 73.3 | 74.59 | 0.36679844961239827 | |
11 | 2024-12-11 | 72.372795 | 72.6546 | 71.37516 | 71.41169 | 71.977135 | 72.13211 | 72.774284 | 69.25488 | 71.62906 | 73.70365 | 72.27147 | 71.489716 | 72.77891 | 71.61932 | 72.090294 | 72.166916 | 73.72794 | 72.78662 | 71.960884 | 72.473854 | 73.5199966430664 | 69.25488 | 73.72794 | 69.25488 | 73.72794 | 61 | 2024-12-10 | 3.0 | 72.15 | 73.75 | 0.9862125000000024 |
12 | 2024-12-12 | 72.91286 | 72.80857 | 71.612946 | 71.193184 | 72.05397 | 72.48625 | 72.85768 | 69.06833 | 71.35641 | 73.5444 | 72.19988 | 71.585815 | 73.47307 | 72.22734 | 72.219765 | 72.48997 | 73.544106 | 72.96339 | 71.66363 | 72.122116 | 73.88999938964844 | 69.06833 | 73.5444 | 69.06833 | 73.5444 | 62 | 2024-12-10 | 2.0 | 72.42 | 74.0 | 0.7116455696202503 |
13 | 2024-12-13 | 73.01643 | 72.78796 | 71.3701 | 71.516174 | 72.21711 | 72.4036 | 73.66599 | 69.338615 | 71.467476 | 73.9247 | 72.2582 | 71.84913 | 73.643265 | 71.70761 | 72.41268 | 72.85244 | 73.69811 | 72.91225 | 71.75731 | 71.76489 | 69.338615 | 73.9247 | 69.338615 | 73.9247 | 63 | 2024-12-10 | 1.0 | 73.3 | 74.59 | 0.4842635658914738 | |
14 | 2024-12-12 | 73.82699 | 73.58274 | 72.81162 | 73.18572 | 72.8827 | 72.958374 | 74.36039 | 71.09452 | 72.673904 | 74.025635 | 73.17438 | 72.72577 | 73.668365 | 72.48243 | 73.224655 | 74.286606 | 73.70824 | 73.668076 | 72.934685 | 73.16352 | 73.88999938964844 | 71.09452 | 74.36039 | 71.09452 | 74.36039 | 66 | 2024-12-11 | 2.0 | 72.42 | 74.0 | 1.0 |
15 | 2024-12-13 | 74.025696 | 73.275696 | 73.0588 | 72.85848 | 72.719444 | 73.238945 | 74.05083 | 71.060295 | 72.455666 | 73.90173 | 72.966385 | 72.81345 | 73.77382 | 72.488365 | 73.78919 | 74.5482 | 73.52537 | 73.58226 | 72.8307 | 73.26384 | 71.060295 | 74.5482 | 71.060295 | 74.5482 | 67 | 2024-12-11 | 1.0 | 73.3 | 74.59 | 0.9675968992247993 | |
16 | 2024-12-13 | 73.624176 | 73.15132 | 73.069374 | 73.517944 | 73.56706 | 74.08185 | 73.880775 | 71.83479 | 73.23418 | 74.28763 | 73.372154 | 73.431366 | 73.51813 | 73.90266 | 73.87494 | 74.43155 | 73.691505 | 73.46715 | 73.56533 | 73.50562 | 71.83479 | 74.43155 | 71.83479 | 74.43155 | 71 | 2024-12-12 | 1.0 | 73.3 | 74.59 | 0.877170542635658 | |
17 | 2024-12-13 | 73.624176 | 73.15132 | 73.069374 | 73.517944 | 73.56706 | 74.08185 | 73.880775 | 71.83479 | 73.23418 | 74.28763 | 73.372154 | 73.431366 | 73.51813 | 73.90266 | 73.87494 | 74.43155 | 73.691505 | 73.46715 | 73.56533 | 73.50562 | 71.83479 | 74.43155 | 71.83479 | 74.43155 | 76 | 2024-12-13 | 1.0 | 73.3 | 74.59 | 0.877170542635658 |