model stringclasses 13
values | model_display stringclasses 13
values | tier stringclasses 6
values | K float64 0.5 6.5 | rho float64 0.05 0.5 | N int64 8 32 | epsilon float64 0.03 3.25 | test_mse_mean float64 0.13 1.02 | test_mse_std float64 0 0.26 | test_mse_count int64 3 3 | test_mae_mean float64 0.17 0.87 | test_mae_std float64 0 0.2 | test_mae_count int64 3 3 | ar_vpt_mean float64 0.48 31.1 | ar_vpt_std float64 0 5.94 | ar_vpt_count int64 3 3 | ar_vpt_std_mean float64 0.37 35.1 | ar_vpt_std_std float64 0 11 | ar_vpt_std_count int64 3 3 | best_val_mse_mean float64 0.13 1.02 | best_val_mse_std float64 0 0.26 | best_val_mse_count int64 3 3 | train_time_s_mean float64 107 22.1k | train_time_s_std float64 0.01 9.56k | train_time_s_count int64 3 3 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
tcn | TCN | 1-Local | 2 | 0.05 | 8 | 0.1 | 0.657341 | 0.001127 | 3 | 0.588238 | 0.001032 | 3 | 8.266667 | 0.225462 | 3 | 3.748221 | 0.410803 | 3 | 0.661914 | 0.00104 | 3 | 12,925.526165 | 208.540878 | 3 |
tcn | TCN | 1-Local | 2 | 0.05 | 16 | 0.1 | 0.654844 | 0.001566 | 3 | 0.585928 | 0.001462 | 3 | 8.116667 | 0.375278 | 3 | 2.257431 | 0.720942 | 3 | 0.656727 | 0.001582 | 3 | 10,557.460322 | 244.279006 | 3 |
tcn | TCN | 1-Local | 2 | 0.05 | 32 | 0.1 | 0.65346 | 0.001811 | 3 | 0.584463 | 0.001065 | 3 | 10.4 | 0.229129 | 3 | 3.053192 | 0.352881 | 3 | 0.649478 | 0.001739 | 3 | 13,386.446625 | 65.236602 | 3 |
tcn | TCN | 1-Local | 2 | 0.075 | 8 | 0.15 | 0.722059 | 0.001106 | 3 | 0.638577 | 0.001179 | 3 | 5.816667 | 0.381881 | 3 | 2.591169 | 0.239816 | 3 | 0.719856 | 0.001124 | 3 | 12,773.844005 | 333.29522 | 3 |
tcn | TCN | 1-Local | 2 | 0.075 | 16 | 0.15 | 0.718246 | 0.000612 | 3 | 0.635519 | 0.000156 | 3 | 7.116667 | 0.152753 | 3 | 2.985687 | 0.098807 | 3 | 0.719618 | 0.000588 | 3 | 10,425.182273 | 164.274574 | 3 |
tcn | TCN | 1-Local | 2 | 0.075 | 32 | 0.15 | 0.717671 | 0.000079 | 3 | 0.634736 | 0.00019 | 3 | 9.4 | 0.390512 | 3 | 3.047553 | 0.16164 | 3 | 0.718772 | 0.000054 | 3 | 13,145.973478 | 111.903958 | 3 |
tcn | TCN | 1-Local | 2 | 0.1 | 8 | 0.2 | 0.771071 | 0.000278 | 3 | 0.67724 | 0.000618 | 3 | 4.9 | 0.1 | 3 | 2.732058 | 0.169676 | 3 | 0.771971 | 0.000305 | 3 | 13,043.852888 | 94.898547 | 3 |
tcn | TCN | 1-Local | 2 | 0.1 | 16 | 0.2 | 0.77029 | 0.000509 | 3 | 0.676905 | 0.000509 | 3 | 6.333333 | 0.25658 | 3 | 2.885465 | 0.169216 | 3 | 0.772852 | 0.000497 | 3 | 10,509.295589 | 165.86024 | 3 |
tcn | TCN | 1-Local | 2 | 0.1 | 32 | 0.2 | 0.76778 | 0.000605 | 3 | 0.674747 | 0.000595 | 3 | 7.9 | 0.229129 | 3 | 2.621405 | 0.157652 | 3 | 0.767737 | 0.000619 | 3 | 13,275.718039 | 70.146418 | 3 |
tcn | TCN | 1-Local | 2 | 0.15 | 8 | 0.3 | 0.841994 | 0.000479 | 3 | 0.735159 | 0.000422 | 3 | 4.3 | 0.1 | 3 | 2.076561 | 0.369923 | 3 | 0.84326 | 0.000439 | 3 | 12,882.40425 | 39.500436 | 3 |
tcn | TCN | 1-Local | 2 | 0.15 | 16 | 0.3 | 0.838447 | 0.000345 | 3 | 0.732441 | 0.000336 | 3 | 4.833333 | 0.321455 | 3 | 2.817032 | 0.226934 | 3 | 0.840959 | 0.000375 | 3 | 10,268.80083 | 116.761626 | 3 |
tcn | TCN | 1-Local | 2 | 0.15 | 32 | 0.3 | 0.837126 | 0.000529 | 3 | 0.731424 | 0.000415 | 3 | 5.766667 | 0.11547 | 3 | 2.051413 | 0.377571 | 3 | 0.837252 | 0.000542 | 3 | 13,123.396318 | 57.440896 | 3 |
tcn | TCN | 1-Local | 2 | 0.2 | 8 | 0.4 | 0.884383 | 0.000185 | 3 | 0.770357 | 0.000162 | 3 | 3.233333 | 0.152753 | 3 | 1.775932 | 0.118735 | 3 | 0.883827 | 0.00017 | 3 | 12,924.044038 | 132.141397 | 3 |
tcn | TCN | 1-Local | 2 | 0.2 | 16 | 0.4 | 0.882505 | 0.000112 | 3 | 0.768565 | 0.000325 | 3 | 4.516667 | 0.202073 | 3 | 1.754836 | 0.120735 | 3 | 0.882073 | 0.000135 | 3 | 10,454.330822 | 80.330906 | 3 |
tcn | TCN | 1-Local | 2 | 0.2 | 32 | 0.4 | 0.88112 | 0.000191 | 3 | 0.767537 | 0.000357 | 3 | 5.133333 | 0.028868 | 3 | 2.245937 | 0.078413 | 3 | 0.880845 | 0.00021 | 3 | 13,188.363182 | 121.176878 | 3 |
tcn | TCN | 1-Local | 2 | 0.3 | 8 | 0.6 | 0.934161 | 0.000318 | 3 | 0.811481 | 0.000254 | 3 | 2.85 | 0.526783 | 3 | 2.109214 | 0.374932 | 3 | 0.934552 | 0.000301 | 3 | 12,895.065947 | 104.089204 | 3 |
tcn | TCN | 1-Local | 2 | 0.3 | 16 | 0.6 | 0.932504 | 0.000193 | 3 | 0.810364 | 0.000172 | 3 | 2.916667 | 0.152753 | 3 | 1.886886 | 0.027268 | 3 | 0.93253 | 0.000212 | 3 | 10,417.798004 | 58.288614 | 3 |
tcn | TCN | 1-Local | 2 | 0.3 | 32 | 0.6 | 0.931594 | 0.000231 | 3 | 0.809835 | 0.00025 | 3 | 4.5 | 0.217945 | 3 | 2.159762 | 0.28398 | 3 | 0.93116 | 0.00022 | 3 | 13,175.602303 | 106.062767 | 3 |
tcn | TCN | 1-Local | 2 | 0.4 | 8 | 0.8 | 0.962517 | 0.000021 | 3 | 0.835129 | 0.00009 | 3 | 1.566667 | 0.175594 | 3 | 1.200797 | 0.156944 | 3 | 0.962078 | 0.000033 | 3 | 12,867.562906 | 103.823369 | 3 |
tcn | TCN | 1-Local | 2 | 0.4 | 16 | 0.8 | 0.96101 | 0.000055 | 3 | 0.83402 | 0.000026 | 3 | 2.9 | 0.15 | 3 | 2.185091 | 0.023753 | 3 | 0.960511 | 0.000053 | 3 | 10,417.240563 | 131.299961 | 3 |
tcn | TCN | 1-Local | 2 | 0.4 | 32 | 0.8 | 0.959428 | 0.000044 | 3 | 0.833067 | 0.000018 | 3 | 2.3 | 0 | 3 | 1.705872 | 0 | 3 | 0.960096 | 0.000037 | 3 | 13,233.176371 | 68.162825 | 3 |
tcn | TCN | 1-Local | 2 | 0.5 | 8 | 1 | 0.980049 | 0.000104 | 3 | 0.84951 | 0.00014 | 3 | 0.7 | 0 | 3 | 0.687217 | 0.08124 | 3 | 0.980101 | 0.000103 | 3 | 12,965.068014 | 44.082183 | 3 |
tcn | TCN | 1-Local | 2 | 0.5 | 16 | 1 | 0.979757 | 0.000141 | 3 | 0.849251 | 0.000044 | 3 | 1.95 | 0.132288 | 3 | 2.039748 | 0.113547 | 3 | 0.979841 | 0.000137 | 3 | 10,492.448956 | 24.201105 | 3 |
tcn | TCN | 1-Local | 2 | 0.5 | 32 | 1 | 0.978522 | 0.00007 | 3 | 0.848452 | 0.000073 | 3 | 2.25 | 0.229129 | 3 | 1.483381 | 0.2795 | 3 | 0.978907 | 0.000075 | 3 | 13,203.154481 | 76.416781 | 3 |
tcn | TCN | 1-Local | 6.5 | 0.05 | 8 | 0.325 | 0.949071 | 0.000576 | 3 | 0.825386 | 0.000746 | 3 | 2.15 | 0.229129 | 3 | 1.718797 | 0.239488 | 3 | 0.946946 | 0.00063 | 3 | 12,873.327953 | 112.88322 | 3 |
tcn | TCN | 1-Local | 6.5 | 0.05 | 16 | 0.325 | 0.945813 | 0.000383 | 3 | 0.82312 | 0.000402 | 3 | 2.8 | 0.05 | 3 | 2.58037 | 0.00582 | 3 | 0.945848 | 0.000388 | 3 | 10,430.858202 | 60.016868 | 3 |
tcn | TCN | 1-Local | 6.5 | 0.05 | 32 | 0.325 | 0.944754 | 0.000255 | 3 | 0.822109 | 0.000233 | 3 | 2.266667 | 0.028868 | 3 | 1.166679 | 0.028117 | 3 | 0.945184 | 0.000253 | 3 | 13,196.040087 | 91.029911 | 3 |
tcn | TCN | 1-Local | 6.5 | 0.075 | 8 | 0.4875 | 0.965112 | 0.000074 | 3 | 0.837802 | 0.000029 | 3 | 2.25 | 0.05 | 3 | 2.117929 | 0.017712 | 3 | 0.965721 | 0.00006 | 3 | 12,999.940365 | 19.95581 | 3 |
tcn | TCN | 1-Local | 6.5 | 0.075 | 16 | 0.4875 | 0.963587 | 0.000162 | 3 | 0.836529 | 0.000135 | 3 | 1.666667 | 0.125831 | 3 | 1.469632 | 0.166648 | 3 | 0.963386 | 0.000169 | 3 | 10,565.51357 | 79.000669 | 3 |
tcn | TCN | 1-Local | 6.5 | 0.075 | 32 | 0.4875 | 0.962914 | 0.000159 | 3 | 0.8361 | 0.000238 | 3 | 2.833333 | 0.057735 | 3 | 1.455919 | 0.159524 | 3 | 0.961388 | 0.000164 | 3 | 13,252.256337 | 60.175865 | 3 |
tcn | TCN | 1-Local | 6.5 | 0.1 | 8 | 0.65 | 0.976602 | 0.00012 | 3 | 0.846551 | 0.000197 | 3 | 2.05 | 0 | 3 | 2.201704 | 0 | 3 | 0.976253 | 0.000119 | 3 | 13,018.103754 | 146.661077 | 3 |
tcn | TCN | 1-Local | 6.5 | 0.1 | 16 | 0.65 | 0.974551 | 0.000283 | 3 | 0.84551 | 0.000261 | 3 | 1.333333 | 0.057735 | 3 | 1.102377 | 0.084544 | 3 | 0.975715 | 0.000288 | 3 | 10,473.625433 | 93.488002 | 3 |
tcn | TCN | 1-Local | 6.5 | 0.1 | 32 | 0.65 | 0.974063 | 0.0001 | 3 | 0.845165 | 0.000113 | 3 | 1.9 | 0.05 | 3 | 1.445062 | 0.013854 | 3 | 0.97464 | 0.000103 | 3 | 13,059.984303 | 67.937029 | 3 |
tcn | TCN | 1-Local | 6.5 | 0.15 | 8 | 0.975 | 0.988782 | 0.000142 | 3 | 0.857002 | 0.000156 | 3 | 2.2 | 0.390512 | 3 | 2.840176 | 0.487442 | 3 | 0.988337 | 0.000144 | 3 | 12,611.110603 | 801.148137 | 3 |
tcn | TCN | 1-Local | 6.5 | 0.15 | 16 | 0.975 | 0.988151 | 0.000222 | 3 | 0.856414 | 0.000252 | 3 | 1.65 | 0 | 3 | 1.206229 | 0.09363 | 3 | 0.988937 | 0.000212 | 3 | 8,185.505062 | 2,140.038624 | 3 |
tcn | TCN | 1-Local | 6.5 | 0.15 | 32 | 0.975 | 0.987541 | 0.000047 | 3 | 0.856019 | 0.000029 | 3 | 2.15 | 0 | 3 | 1.492481 | 0 | 3 | 0.98871 | 0.000051 | 3 | 13,235.141907 | 227.07918 | 3 |
tcn | TCN | 1-Local | 6.5 | 0.2 | 8 | 1.3 | 0.997451 | 0.00053 | 3 | 0.864066 | 0.000437 | 3 | 1.183333 | 0.076376 | 3 | 1.242666 | 0.049209 | 3 | 0.996287 | 0.000512 | 3 | 13,091.571021 | 435.692587 | 3 |
tcn | TCN | 1-Local | 6.5 | 0.2 | 16 | 1.3 | 0.99638 | 0.000283 | 3 | 0.862981 | 0.000256 | 3 | 1.15 | 0.086603 | 3 | 1.420665 | 0.079487 | 3 | 0.996417 | 0.000276 | 3 | 10,591.963848 | 78.298438 | 3 |
tcn | TCN | 1-Local | 6.5 | 0.2 | 32 | 1.3 | 0.996014 | 0.000067 | 3 | 0.86267 | 0.000073 | 3 | 1.516667 | 0.028868 | 3 | 1.189713 | 0.025023 | 3 | 0.996434 | 0.000069 | 3 | 13,109.716875 | 20.688815 | 3 |
tcn | TCN | 1-Local | 6.5 | 0.3 | 8 | 1.95 | 0.999013 | 0.000012 | 3 | 0.86539 | 0.000003 | 3 | 1.1 | 0 | 3 | 1.670329 | 0 | 3 | 1.000765 | 0.000012 | 3 | 7,836.990685 | 4,778.746214 | 3 |
tcn | TCN | 1-Local | 6.5 | 0.3 | 16 | 1.95 | 1.000661 | 0.000004 | 3 | 0.866407 | 0.000001 | 3 | 0.8 | 0 | 3 | 1.122497 | 0 | 3 | 1.000156 | 0.000002 | 3 | 3,273.228581 | 1,260.203656 | 3 |
tcn | TCN | 1-Local | 6.5 | 0.3 | 32 | 1.95 | 0.999876 | 0.000005 | 3 | 0.865967 | 0.000001 | 3 | 0.9 | 0 | 3 | 1.545962 | 0 | 3 | 0.999902 | 0.000004 | 3 | 7,004.691146 | 3,243.327769 | 3 |
tcn | TCN | 1-Local | 6.5 | 0.4 | 8 | 2.6 | 1.000429 | 0.000013 | 3 | 0.866422 | 0.000004 | 3 | 1.316667 | 0.028868 | 3 | 1.596381 | 0.033201 | 3 | 0.998837 | 0.000012 | 3 | 5,264.585835 | 2,472.247548 | 3 |
tcn | TCN | 1-Local | 6.5 | 0.4 | 16 | 2.6 | 1.000979 | 0.000004 | 3 | 0.86647 | 0.000001 | 3 | 0.85 | 0 | 3 | 1.314344 | 0 | 3 | 1.000278 | 0.000002 | 3 | 3,618.558453 | 644.540722 | 3 |
tcn | TCN | 1-Local | 6.5 | 0.4 | 32 | 2.6 | 1.000698 | 0.000004 | 3 | 0.866367 | 0.000002 | 3 | 1.65 | 0 | 3 | 1.796524 | 0 | 3 | 1.000334 | 0.000007 | 3 | 5,401.114583 | 2,211.234883 | 3 |
tcn | TCN | 1-Local | 6.5 | 0.5 | 8 | 3.25 | 1.000681 | 0.000021 | 3 | 0.866353 | 0.000005 | 3 | 0.783333 | 0.057735 | 3 | 1.1771 | 0.151338 | 3 | 0.999934 | 0.000021 | 3 | 4,772.573914 | 2,040.031061 | 3 |
tcn | TCN | 1-Local | 6.5 | 0.5 | 16 | 3.25 | 0.999737 | 0.000006 | 3 | 0.865866 | 0.000002 | 3 | 1.35 | 0.086603 | 3 | 1.737863 | 0.059134 | 3 | 1.000068 | 0.00001 | 3 | 3,596.98714 | 1,746.520075 | 3 |
tcn | TCN | 1-Local | 6.5 | 0.5 | 32 | 3.25 | 0.99999 | 0.000037 | 3 | 0.866054 | 0.000025 | 3 | 1.25 | 0 | 3 | 1.219631 | 0 | 3 | 0.999696 | 0.000034 | 3 | 3,622.025854 | 1,605.665271 | 3 |
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