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We'll promptly review your solutions and update the leaderboard accordingly.
We'll promptly review your solutions and update the leaderboard accordingly.
Model | Fold | AUPRC | AUROC | ACC | ES | MAE | MSE | OSMAE | Dataset | Task |
---|
AdaCare | 0 | 0.992280066 | 0.995043874 | 0.947976887 | 0.836452984 | tjh | outcome | |||
AdaCare | 1 | 0.970929682 | 0.974267066 | 0.899999976 | 0.669747902 | tjh | outcome | |||
AdaCare | 2 | 0.966641247 | 0.981564045 | 0.931428552 | 0.69596521 | tjh | outcome | |||
AdaCare | 3 | 0.984912217 | 0.988275647 | 0.933774829 | 0.8004064 | tjh | outcome | |||
AdaCare | 4 | 0.967427552 | 0.978075981 | 0.932203412 | 0.892980267 | tjh | outcome | |||
AdaCare | 5 | 0.965587497 | 0.976363182 | 0.908571422 | 0.86408488 | tjh | outcome | |||
AdaCare | 6 | 0.984327555 | 0.985603929 | 0.915032685 | 0.698593685 | tjh | outcome | |||
AdaCare | 7 | 0.97430557 | 0.988395274 | 0.945054948 | 0.815498209 | tjh | outcome | |||
AdaCare | 8 | 0.98529458 | 0.987758577 | 0.941860437 | 0.769843527 | tjh | outcome | |||
AdaCare | 9 | 0.994683921 | 0.99721539 | 0.963855445 | 0.795747816 | tjh | outcome | |||
Agent | 0 | 0.9872365 | 0.991787076 | 0.924855471 | 0.755689026 | tjh | outcome | |||
Agent | 1 | 0.989581585 | 0.992574573 | 0.961111128 | 0.93433584 | tjh | outcome | |||
Agent | 2 | 0.988094509 | 0.994053006 | 0.942857146 | 0.775397723 | tjh | outcome | |||
Agent | 3 | 0.958921373 | 0.970418513 | 0.91390729 | 0.81501081 | tjh | outcome | |||
Agent | 4 | 0.972706318 | 0.981530786 | 0.915254235 | 0.921143355 | tjh | outcome | |||
Agent | 5 | 0.932803512 | 0.949234486 | 0.857142866 | 0.86408488 | tjh | outcome | |||
Agent | 6 | 0.969770074 | 0.963483214 | 0.928104579 | 0.828430251 | tjh | outcome | |||
Agent | 7 | 0.995966613 | 0.997865796 | 0.978021979 | 0.967143517 | tjh | outcome | |||
Agent | 8 | 0.99616152 | 0.997326553 | 0.970930219 | 0.947064011 | tjh | outcome | |||
Agent | 9 | 0.930726409 | 0.961670756 | 0.867469907 | 0.771918395 | tjh | outcome | |||
GRASP | 0 | 0.964085281 | 0.976352274 | 0.884393036 | 0.687039661 | tjh | outcome | |||
GRASP | 1 | 0.978565872 | 0.984893143 | 0.916666687 | 0.884122071 | tjh | outcome | |||
GRASP | 2 | 0.973932564 | 0.989741266 | 0.937142849 | 0.748007201 | tjh | outcome | |||
GRASP | 3 | 0.950922787 | 0.959054828 | 0.89403975 | 0.763895377 | tjh | outcome | |||
GRASP | 4 | 0.947733641 | 0.967711926 | 0.903954804 | 0.883592571 | tjh | outcome | |||
GRASP | 5 | 0.888926029 | 0.919957042 | 0.834285736 | 0.873793103 | tjh | outcome | |||
GRASP | 6 | 0.973220289 | 0.978405893 | 0.90196079 | 0.714823256 | tjh | outcome | |||
GRASP | 7 | 0.999751985 | 0.999866545 | 0.994505465 | 0.997472578 | tjh | outcome | |||
GRASP | 8 | 0.989083886 | 0.992964745 | 0.947674394 | 0.855001422 | tjh | outcome | |||
GRASP | 9 | 0.937853396 | 0.961343169 | 0.891566277 | 0.75489738 | tjh | outcome | |||
GRU | 0 | 0.983364522 | 0.989946246 | 0.884393036 | 0.614352098 | tjh | outcome | |||
GRU | 1 | 0.988713205 | 0.99219048 | 0.949999988 | 0.860946485 | tjh | outcome | |||
GRU | 2 | 0.96152395 | 0.978739262 | 0.89142859 | 0.553534499 | tjh | outcome | |||
GRU | 3 | 0.941264153 | 0.945887446 | 0.867549658 | 0.622719416 | tjh | outcome | |||
GRU | 4 | 0.950743854 | 0.974355519 | 0.943502843 | 0.964326756 | tjh | outcome | |||
GRU | 5 | 0.894459128 | 0.934595704 | 0.862857163 | 0.866026525 | tjh | outcome | |||
GRU | 6 | 0.979600787 | 0.983497143 | 0.908496737 | 0.696275175 | tjh | outcome | |||
GRU | 7 | 0.994486928 | 0.99719882 | 0.972527444 | 0.964616095 | tjh | outcome | |||
GRU | 8 | 0.995132148 | 0.996060193 | 0.976744175 | 0.928651493 | tjh | outcome | |||
GRU | 9 | 0.943565667 | 0.966257274 | 0.903614461 | 0.761705786 | tjh | outcome | |||
LSTM | 0 | 0.973699689 | 0.982299566 | 0.907514453 | 0.676944166 | tjh | outcome | |||
LSTM | 1 | 0.990857005 | 0.993598759 | 0.949999988 | 0.913091554 | tjh | outcome | |||
LSTM | 2 | 0.974853992 | 0.989443898 | 0.931428552 | 0.720616679 | tjh | outcome | |||
LSTM | 3 | 0.976928651 | 0.981601775 | 0.933774829 | 0.84421963 | tjh | outcome | |||
LSTM | 4 | 0.941768885 | 0.965585947 | 0.920903981 | 0.939918747 | tjh | outcome | |||
LSTM | 5 | 0.74514699 | 0.878391087 | 0.839999974 | 0.823310344 | tjh | outcome | |||
LSTM | 6 | 0.977301776 | 0.978054762 | 0.921568632 | 0.867844923 | tjh | outcome | |||
LSTM | 7 | 0.998511672 | 0.999199748 | 0.98901099 | 0.994945156 | tjh | outcome | |||
LSTM | 8 | 0.996466815 | 0.997185826 | 0.988372087 | 0.953968705 | tjh | outcome | |||
LSTM | 9 | 0.906962037 | 0.942833781 | 0.873493969 | 0.74468477 | tjh | outcome | |||
MLP | 0 | 0.966533601 | 0.976777196 | 0.907514453 | 0.713287947 | tjh | outcome | |||
MLP | 1 | 0.964971364 | 0.969658256 | 0.916666687 | 0.814595313 | tjh | outcome | |||
MLP | 2 | 0.965772867 | 0.970413327 | 0.931428552 | 0.695965211 | tjh | outcome | |||
MLP | 3 | 0.967435896 | 0.97582972 | 0.907284796 | 0.746856898 | tjh | outcome | |||
MLP | 4 | 0.93263793 | 0.946717978 | 0.881355941 | 0.740899593 | tjh | outcome | |||
MLP | 5 | 0.895637155 | 0.934058547 | 0.851428568 | 0.77476923 | tjh | outcome | |||
MLP | 6 | 0.918251872 | 0.957162976 | 0.921568632 | 0.805245151 | tjh | outcome | |||
MLP | 7 | 0.937836826 | 0.972722352 | 0.912087917 | 0.709346493 | tjh | outcome | |||
MLP | 8 | 0.93120116 | 0.956170022 | 0.924418628 | 0.762938833 | tjh | outcome | |||
MLP | 9 | 0.897553742 | 0.93579036 | 0.861445785 | 0.523411572 | tjh | outcome | |||
RETAIN | 0 | 0.984920979 | 0.990087748 | 0.924855471 | 0.755689025 | tjh | outcome | |||
RETAIN | 1 | 0.992580175 | 0.994494915 | 0.972222209 | 0.920816748 | tjh | outcome | |||
RETAIN | 2 | 0.96809417 | 0.983050823 | 0.954285741 | 0.805527296 | tjh | outcome | |||
RETAIN | 3 | 0.967197299 | 0.97582972 | 0.907284796 | 0.746856899 | tjh | outcome | |||
RETAIN | 4 | 0.965299129 | 0.977411628 | 0.920903981 | 0.923020893 | tjh | outcome | |||
RETAIN | 5 | 0.957072437 | 0.962530196 | 0.902857125 | 0.93204244 | tjh | outcome | |||
RETAIN | 6 | 0.93884635 | 0.972436845 | 0.954248369 | 0.858570883 | tjh | outcome | |||
RETAIN | 7 | 0.987475753 | 0.993330717 | 0.978021979 | 0.921649924 | tjh | outcome | |||
RETAIN | 8 | 0.958587527 | 0.985999703 | 0.95348835 | 0.857302986 | tjh | outcome | |||
RETAIN | 9 | 0.928776324 | 0.948894322 | 0.885542154 | 0.537028382 | tjh | outcome | |||
RNN | 0 | 0.961054504 | 0.973378718 | 0.878612697 | 0.594161109 | tjh | outcome | |||
RNN | 1 | 0.987602174 | 0.991422355 | 0.938888907 | 0.839702198 | tjh | outcome | |||
RNN | 2 | 0.965771675 | 0.983794212 | 0.925714314 | 0.767180566 | tjh | outcome | |||
RNN | 3 | 0.954515994 | 0.961940825 | 0.880794704 | 0.649494167 | tjh | outcome | |||
RNN | 4 | 0.959641814 | 0.97515285 | 0.909604549 | 0.902367963 | tjh | outcome | |||
RNN | 5 | 0.881154478 | 0.923717499 | 0.834285736 | 0.8213687 | tjh | outcome | |||
RNN | 6 | 0.981457889 | 0.985077262 | 0.908496737 | 0.717141766 | tjh | outcome | |||
RNN | 7 | 0.997867703 | 0.998799503 | 0.983516455 | 0.946924142 | tjh | outcome | |||
RNN | 8 | 0.984995723 | 0.989728451 | 0.941860437 | 0.873413939 | tjh | outcome | |||
RNN | 9 | 0.928760111 | 0.957903385 | 0.885542154 | 0.720855349 | tjh | outcome | |||
StageNet | 0 | 0.973359585 | 0.982724428 | 0.890173435 | 0.616371197 | tjh | outcome | |||
StageNet | 1 | 0.985525846 | 0.989886045 | 0.922222197 | 0.764381544 | tjh | outcome | |||
StageNet | 2 | 0.960346103 | 0.98409164 | 0.931428552 | 0.720616679 | tjh | outcome | |||
StageNet | 3 | 0.936216593 | 0.949314654 | 0.860927165 | 0.576472118 | tjh | outcome | |||
StageNet | 4 | 0.930574358 | 0.960138142 | 0.926553667 | 0.958694138 | tjh | outcome | |||
StageNet | 5 | 0.872403681 | 0.922508717 | 0.868571401 | 0.850493368 | tjh | outcome | |||
StageNet | 6 | 0.976933718 | 0.982619345 | 0.908496737 | 0.717141765 | tjh | outcome | |||
StageNet | 7 | 0.996680915 | 0.998132706 | 0.961538434 | 0.914067659 | tjh | outcome | |||
StageNet | 8 | 0.992937624 | 0.994793892 | 0.95348835 | 0.878017069 | tjh | outcome | |||
StageNet | 9 | 0.946073949 | 0.962817371 | 0.879518092 | 0.748088974 | tjh | outcome | |||
TCN | 0 | 0.960984349 | 0.96799773 | 0.878612697 | 0.575989218 | tjh | outcome | |||
TCN | 1 | 0.988655567 | 0.992190599 | 0.944444418 | 0.841633496 | tjh | outcome | |||
TCN | 2 | 0.897408545 | 0.948409081 | 0.897142828 | 0.630227958 | tjh | outcome | |||
TCN | 3 | 0.930844188 | 0.939754665 | 0.867549658 | 0.64462603 | tjh | outcome | |||
TCN | 4 | 0.817837179 | 0.940340161 | 0.892655373 | 0.846041788 | tjh | outcome | |||
TCN | 5 | 0.94530189 | 0.962127268 | 0.885714293 | 0.926217507 | tjh | outcome | |||
TCN | 6 | 0.948993623 | 0.949087024 | 0.915032685 | 0.719460276 | tjh | outcome | |||
TCN | 7 | 0.886794984 | 0.976657271 | 0.906593382 | 0.615831887 | tjh | outcome | |||
TCN | 8 | 0.973220229 | 0.986070037 | 0.959302306 | 0.921746799 | tjh | outcome | |||
TCN | 9 | 0.962649643 | 0.976412833 | 0.927710831 | 0.74468477 | tjh | outcome | |||
Transformer | 0 | 0.96194613 | 0.973095477 | 0.890173435 | 0.670886869 | tjh | outcome | |||
Transformer | 1 | 0.976796687 | 0.985021174 | 0.938888907 | 0.909228955 | tjh | outcome | |||
Transformer | 2 | 0.842676461 | 0.949152529 | 0.89142859 | 0.676791845 | tjh | outcome | |||
Transformer | 3 | 0.923790514 | 0.944083691 | 0.841059625 | 0.634889758 | tjh | outcome | |||
Transformer | 4 | 0.969775558 | 0.977943063 | 0.909604549 | 0.919265816 | tjh | outcome | |||
Transformer | 5 | 0.964852214 | 0.97005105 | 0.845714271 | 0.860201591 | tjh | outcome | |||
Transformer | 6 | 0.793591857 | 0.935217679 | 0.90196079 | 0.777423029 | tjh | outcome | |||
Transformer | 7 | 0.9995116 | 0.99973321 | 0.978021979 | 0.898903128 | tjh | outcome | |||
Transformer | 8 | 0.991594791 | 0.992261231 | 0.982558131 | 0.95166714 | tjh | outcome | |||
Transformer | 9 | 0.921967149 | 0.95954138 | 0.873493969 | 0.62213346 | tjh | outcome | |||
AdaCare | 0 | 4.534991264 | 48.37368393 | tjh | los | |||||
AdaCare | 1 | 3.83591342 | 30.04351044 | tjh | los | |||||
AdaCare | 2 | 4.596141338 | 42.52069855 | tjh | los | |||||
AdaCare | 3 | 4.303908348 | 31.09845543 | tjh | los | |||||
AdaCare | 4 | 5.664106369 | 59.69169998 | tjh | los | |||||
AdaCare | 5 | 4.117722988 | 28.58575821 | tjh | los | |||||
AdaCare | 6 | 4.821515083 | 45.9250679 | tjh | los | |||||
AdaCare | 7 | 3.740258217 | 23.59209251 | tjh | los | |||||
AdaCare | 8 | 4.578953743 | 37.97480392 | tjh | los | |||||
AdaCare | 9 | 5.34057188 | 48.88261414 | tjh | los | |||||
Agent | 0 | 4.637290001 | 46.448452 | tjh | los | |||||
Agent | 1 | 4.096055031 | 31.43954468 | tjh | los | |||||
Agent | 2 | 4.270646095 | 37.97262573 | tjh | los | |||||
Agent | 3 | 4.490055561 | 34.34286118 | tjh | los | |||||
Agent | 4 | 5.829319 | 67.86441803 | tjh | los | |||||
Agent | 5 | 4.594695091 | 34.57094574 | tjh | los | |||||
Agent | 6 | 5.014258862 | 45.33602524 | tjh | los | |||||
Agent | 7 | 3.766483068 | 27.35274315 | tjh | los | |||||
Agent | 8 | 4.826336384 | 39.60691071 | tjh | los | |||||
Agent | 9 | 5.043291569 | 52.14700699 | tjh | los | |||||
GRASP | 0 | 4.345465183 | 44.91968918 | tjh | los | |||||
GRASP | 1 | 4.439731598 | 35.86991882 | tjh | los | |||||
GRASP | 2 | 4.702466965 | 47.35157394 | tjh | los | |||||
GRASP | 3 | 4.161705017 | 29.02502823 | tjh | los | |||||
GRASP | 4 | 5.502452374 | 63.40339661 | tjh | los | |||||
GRASP | 5 | 4.365643024 | 33.35342407 | tjh | los | |||||
GRASP | 6 | 4.613689899 | 46.21602249 | tjh | los | |||||
GRASP | 7 | 3.905465841 | 24.40627098 | tjh | los | |||||
GRASP | 8 | 4.521771908 | 32.91550446 | tjh | los | |||||
GRASP | 9 | 4.963666439 | 48.24103546 | tjh | los | |||||
GRU | 0 | 4.119437695 | 37.37352371 | tjh | los | |||||
GRU | 1 | 4.374666214 | 33.54853821 | tjh | los | |||||
GRU | 2 | 4.086186409 | 30.78133583 | tjh | los | |||||
GRU | 3 | 3.90432477 | 26.53364372 | tjh | los | |||||
GRU | 4 | 5.332283497 | 55.94213867 | tjh | los | |||||
GRU | 5 | 4.16241169 | 26.6353035 | tjh | los | |||||
GRU | 6 | 4.81896162 | 43.07015991 | tjh | los | |||||
GRU | 7 | 3.565297604 | 24.85786438 | tjh | los | |||||
GRU | 8 | 4.351318359 | 30.88341522 | tjh | los | |||||
GRU | 9 | 4.538956642 | 41.34786987 | tjh | los | |||||
LSTM | 0 | 4.648008347 | 45.84033585 | tjh | los | |||||
LSTM | 1 | 3.982717276 | 27.13524628 | tjh | los | |||||
LSTM | 2 | 4.256301403 | 32.65361786 | tjh | los | |||||
LSTM | 3 | 3.750746489 | 22.95224762 | tjh | los | |||||
LSTM | 4 | 5.645769119 | 64.11525726 | tjh | los | |||||
LSTM | 5 | 4.35432148 | 32.53208923 | tjh | los | |||||
LSTM | 6 | 4.96961689 | 44.74045944 | tjh | los | |||||
LSTM | 7 | 3.579944611 | 23.7105484 | tjh | los | |||||
LSTM | 8 | 4.835509777 | 35.79536438 | tjh | los | |||||
LSTM | 9 | 4.856011391 | 44.3117981 | tjh | los | |||||
MLP | 0 | 5.117321491 | 52.14683533 | tjh | los | |||||
MLP | 1 | 4.710276127 | 38.64787674 | tjh | los | |||||
MLP | 2 | 5.041789055 | 50.2433548 | tjh | los | |||||
MLP | 3 | 4.667048454 | 36.10883331 | tjh | los | |||||
MLP | 4 | 5.881866932 | 60.25375366 | tjh | los | |||||
MLP | 5 | 4.923348904 | 37.09729767 | tjh | los | |||||
MLP | 6 | 5.242996216 | 56.1367836 | tjh | los | |||||
MLP | 7 | 4.262665749 | 29.39599609 | tjh | los | |||||
MLP | 8 | 5.237204075 | 50.859478 | tjh | los | |||||
MLP | 9 | 5.683834553 | 61.20239639 | tjh | los | |||||
RETAIN | 0 | 4.59814024 | 53.72365952 | tjh | los | |||||
RETAIN | 1 | 4.098302364 | 32.73171616 | tjh | los | |||||
RETAIN | 2 | 4.336451054 | 34.98503876 | tjh | los | |||||
RETAIN | 3 | 4.656220436 | 36.47715378 | tjh | los | |||||
RETAIN | 4 | 5.887058258 | 64.98607635 | tjh | los | |||||
RETAIN | 5 | 3.903501987 | 23.22449684 | tjh | los | |||||
RETAIN | 6 | 4.835579872 | 58.88283157 | tjh | los | |||||
RETAIN | 7 | 3.995395184 | 23.54557991 | tjh | los | |||||
RETAIN | 8 | 4.88958025 | 35.66431427 | tjh | los | |||||
RETAIN | 9 | 5.243350983 | 48.00882339 | tjh | los | |||||
RNN | 0 | 4.508365631 | 47.56709671 | tjh | los | |||||
RNN | 1 | 4.129576206 | 31.03525925 | tjh | los | |||||
RNN | 2 | 4.585384846 | 41.38151169 | tjh | los | |||||
RNN | 3 | 4.201852798 | 31.09637833 | tjh | los | |||||
RNN | 4 | 5.505888939 | 59.9201088 | tjh | los | |||||
RNN | 5 | 4.345656395 | 33.02704239 | tjh | los | |||||
RNN | 6 | 4.536705494 | 41.77924728 | tjh | los | |||||
RNN | 7 | 3.906980991 | 25.78838348 | tjh | los | |||||
RNN | 8 | 4.78728199 | 40.85012054 | tjh | los | |||||
RNN | 9 | 5.157550335 | 45.77127075 | tjh | los | |||||
StageNet | 0 | 4.080935478 | 42.3742218 | tjh | los | |||||
StageNet | 1 | 3.387942553 | 25.10843086 | tjh | los | |||||
StageNet | 2 | 5.034586906 | 56.53474426 | tjh | los | |||||
StageNet | 3 | 4.638452053 | 32.56761932 | tjh | los | |||||
StageNet | 4 | 5.32790947 | 54.19014359 | tjh | los | |||||
StageNet | 5 | 4.104004383 | 29.46642303 | tjh | los | |||||
StageNet | 6 | 5.044718266 | 48.06184006 | tjh | los | |||||
StageNet | 7 | 3.58742547 | 19.83778191 | tjh | los | |||||
StageNet | 8 | 5.537283421 | 47.72396851 | tjh | los | |||||
StageNet | 9 | 5.234799385 | 61.12469864 | tjh | los | |||||
TCN | 0 | 4.310508728 | 40.80194092 | tjh | los | |||||
TCN | 1 | 4.183184147 | 32.42450714 | tjh | los | |||||
TCN | 2 | 4.560678482 | 43.56605911 | tjh | los | |||||
TCN | 3 | 4.349971771 | 28.74108124 | tjh | los | |||||
TCN | 4 | 5.85373497 | 66.68776703 | tjh | los | |||||
TCN | 5 | 4.291576385 | 30.07203674 | tjh | los | |||||
TCN | 6 | 5.010530472 | 49.0743866 | tjh | los | |||||
TCN | 7 | 3.960905313 | 33.15837479 | tjh | los | |||||
TCN | 8 | 5.143621445 | 45.47761154 | tjh | los | |||||
TCN | 9 | 5.270168781 | 62.9120369 | tjh | los | |||||
Transformer | 0 | 4.977617264 | 49.94842911 | tjh | los | |||||
Transformer | 1 | 4.094143867 | 31.4760685 | tjh | los | |||||
Transformer | 2 | 5.054273605 | 45.01930618 | tjh | los | |||||
Transformer | 3 | 4.81441927 | 38.59570313 | tjh | los | |||||
Transformer | 4 | 5.671036243 | 55.96166611 | tjh | los | |||||
Transformer | 5 | 5.315774441 | 45.9543457 | tjh | los | |||||
Transformer | 6 | 5.01510334 | 46.2394104 | tjh | los | |||||
Transformer | 7 | 4.767152309 | 34.54562378 | tjh | los | |||||
Transformer | 8 | 5.366858006 | 45.13053131 | tjh | los | |||||
Transformer | 9 | 5.285623074 | 45.90094757 | tjh | los | |||||
AdaCare | 0 | 0.976834476 | 0.985556543 | 0.872832358 | 0.555798228 | 4.098689079 | 42.76578522 | 6.7312603 | tjh | multitask |
AdaCare | 1 | 0.980139077 | 0.985661268 | 0.933333337 | 0.803007521 | 3.462896109 | 27.64434052 | 4.504203796 | tjh | multitask |
AdaCare | 2 | 0.915541649 | 0.950787902 | 0.885714293 | 0.575446916 | 4.47154808 | 38.36952591 | 5.839191437 | tjh | multitask |
AdaCare | 3 | 0.971050978 | 0.980158687 | 0.91390729 | 0.749290966 | 3.969383001 | 30.90471458 | 5.861350536 | tjh | multitask |
AdaCare | 4 | 0.978422701 | 0.984188199 | 0.915254235 | 0.785960534 | 5.701791763 | 59.01478577 | 4.262417793 | tjh | multitask |
AdaCare | 5 | 0.932739735 | 0.95688957 | 0.879999995 | 0.854376657 | 4.427779198 | 31.41496849 | 6.202925682 | tjh | multitask |
AdaCare | 6 | 0.986391842 | 0.988061726 | 0.941176474 | 0.833067272 | 4.500163078 | 42.38981628 | 4.272282124 | tjh | multitask |
AdaCare | 7 | 0.989282131 | 0.993997693 | 0.950549424 | 0.81802563 | 3.880670309 | 27.10717583 | 4.457234383 | tjh | multitask |
AdaCare | 8 | 0.986561179 | 0.988884211 | 0.965116262 | 0.944762446 | 4.534109592 | 35.52617264 | 4.243553162 | tjh | multitask |
AdaCare | 9 | 0.938071847 | 0.965110481 | 0.897590339 | 0.6663881 | 5.036668777 | 53.41680908 | 6.033118248 | tjh | multitask |
Agent | 0 | 0.98386389 | 0.989946127 | 0.93063581 | 0.794051906 | 4.243486404 | 43.63596344 | 4.861159325 | tjh | multitask |
Agent | 1 | 0.992544293 | 0.994751036 | 0.961111128 | 0.899572461 | 3.577790976 | 26.08805847 | 3.642572403 | tjh | multitask |
Agent | 2 | 0.982430339 | 0.988849282 | 0.948571444 | 0.778136775 | 4.66860199 | 39.33852386 | 4.05928421 | tjh | multitask |
Agent | 3 | 0.961622179 | 0.971861541 | 0.920529783 | 0.839351493 | 4.260104656 | 27.92303276 | 5.726040363 | tjh | multitask |
Agent | 4 | 0.97579062 | 0.981796443 | 0.903954804 | 0.917388277 | 5.675239563 | 61.16454697 | 4.248812199 | tjh | multitask |
Agent | 5 | 0.900409102 | 0.931104004 | 0.851428568 | 0.827193633 | 4.100513935 | 27.7084713 | 7.006999969 | tjh | multitask |
Agent | 6 | 0.970129073 | 0.973490119 | 0.921568632 | 0.80524515 | 4.62883091 | 43.01524734 | 5.668521881 | tjh | multitask |
Agent | 7 | 0.997346342 | 0.998532772 | 0.967032969 | 0.939341877 | 3.785014391 | 26.2238369 | 3.460151672 | tjh | multitask |
Agent | 8 | 0.996367097 | 0.997467279 | 0.970930219 | 0.947064011 | 4.507434368 | 34.06615448 | 3.94227314 | tjh | multitask |
Agent | 9 | 0.949387431 | 0.96560204 | 0.909638584 | 0.826385644 | 4.625103474 | 46.304245 | 4.854878426 | tjh | multitask |
GRASP | 0 | 0.985210836 | 0.99065423 | 0.924855471 | 0.755689026 | 4.300878525 | 44.99329758 | 4.979439259 | tjh | multitask |
GRASP | 1 | 0.959860504 | 0.974139094 | 0.911111116 | 0.899572461 | 4.581373215 | 37.02127838 | 5.705523014 | tjh | multitask |
GRASP | 2 | 0.96660912 | 0.986173093 | 0.920000017 | 0.690487107 | 4.101187706 | 33.99584198 | 4.084635258 | tjh | multitask |
GRASP | 3 | 0.946147799 | 0.953282833 | 0.89403975 | 0.698175533 | 4.513025284 | 33.45640945 | 6.327754974 | tjh | multitask |
GRASP | 4 | 0.970350146 | 0.980334818 | 0.909604549 | 0.8178787 | 5.423629761 | 59.48374557 | 3.995093107 | tjh | multitask |
GRASP | 5 | 0.921744287 | 0.944533944 | 0.845714271 | 0.790302387 | 3.77298522 | 24.54940033 | 6.889144897 | tjh | multitask |
GRASP | 6 | 0.963918805 | 0.973139048 | 0.849673212 | 0.487609265 | 4.488710403 | 39.19465637 | 7.500433445 | tjh | multitask |
GRASP | 7 | 0.996473849 | 0.99799931 | 0.978021979 | 0.921649924 | 3.755641699 | 23.86016846 | 3.420176506 | tjh | multitask |
GRASP | 8 | 0.987879157 | 0.990713418 | 0.941860437 | 0.811271691 | 4.671717167 | 38.99949265 | 4.965023994 | tjh | multitask |
GRASP | 9 | 0.91885972 | 0.952661693 | 0.903614461 | 0.822981441 | 4.813000679 | 42.3022728 | 5.215912819 | tjh | multitask |
GRU | 0 | 0.978003561 | 0.985414922 | 0.913294792 | 0.751650828 | 4.5216012 | 42.8751564 | 5.557748795 | tjh | multitask |
GRU | 1 | 0.965292454 | 0.975163281 | 0.894444466 | 0.719961671 | 4.449538708 | 39.23271561 | 6.267569542 | tjh | multitask |
GRU | 2 | 0.977936566 | 0.984835029 | 0.937142849 | 0.698704262 | 4.945986271 | 44.43503189 | 4.290325642 | tjh | multitask |
GRU | 3 | 0.925729394 | 0.950216532 | 0.874172211 | 0.668966713 | 4.577746868 | 35.69680023 | 7.042615414 | tjh | multitask |
GRU | 4 | 0.953254044 | 0.969572186 | 0.892655373 | 0.879837493 | 5.725385189 | 61.33503723 | 4.24879837 | tjh | multitask |
GRU | 5 | 0.972916543 | 0.982406735 | 0.920000017 | 0.937867374 | 4.557535648 | 33.52901459 | 5.116920471 | tjh | multitask |
GRU | 6 | 0.979389012 | 0.98437494 | 0.915032685 | 0.761193458 | 4.705985069 | 42.84240341 | 5.861295223 | tjh | multitask |
GRU | 7 | 0.993952394 | 0.997065544 | 0.978021979 | 0.94439672 | 4.110546589 | 25.79262352 | 3.738495827 | tjh | multitask |
GRU | 8 | 0.973465025 | 0.979879022 | 0.901162803 | 0.753732571 | 5.005997181 | 43.22342682 | 6.589907646 | tjh | multitask |
GRU | 9 | 0.954504669 | 0.97117126 | 0.933734953 | 0.809364628 | 5.391202927 | 48.87345123 | 5.062189579 | tjh | multitask |
LSTM | 0 | 0.960024893 | 0.96615696 | 0.895953774 | 0.654734078 | 4.135003567 | 43.81807709 | 6.108662128 | tjh | multitask |
LSTM | 1 | 0.97940594 | 0.986429393 | 0.899999976 | 0.687129591 | 4.352192402 | 36.53588486 | 6.224199295 | tjh | multitask |
LSTM | 2 | 0.980276644 | 0.991674125 | 0.942857146 | 0.775397724 | 4.25634861 | 36.95278549 | 3.941215754 | tjh | multitask |
LSTM | 3 | 0.943181217 | 0.948773503 | 0.867549658 | 0.578906187 | 4.206389904 | 33.72080994 | 7.201670647 | tjh | multitask |
LSTM | 4 | 0.956425428 | 0.97422266 | 0.926553667 | 0.941796286 | 5.351989746 | 60.00112915 | 3.939242125 | tjh | multitask |
LSTM | 5 | 0.841706991 | 0.911630332 | 0.862857163 | 0.848551723 | 4.706566334 | 35.77355957 | 7.484419823 | tjh | multitask |
LSTM | 6 | 0.976413608 | 0.980688214 | 0.90196079 | 0.673090075 | 4.83077383 | 45.81764984 | 6.128138065 | tjh | multitask |
LSTM | 7 | 0.999751985 | 0.999866545 | 0.994505465 | 0.974725782 | 3.145431995 | 19.461092 | 2.492494106 | tjh | multitask |
LSTM | 8 | 0.995938003 | 0.996623039 | 0.988372087 | 0.953968705 | 4.883730888 | 37.80880356 | 3.816410542 | tjh | multitask |
LSTM | 9 | 0.877629399 | 0.929402113 | 0.819277108 | 0.74468477 | 4.758192539 | 42.54093933 | 8.001461029 | tjh | multitask |
MLP | 0 | 0.887566626 | 0.904418051 | 0.630057812 | 0.816261995 | 4.638951302 | 41.85544205 | 14.68864441 | tjh | multitask |
MLP | 1 | 0.972601891 | 0.976059437 | 0.933333337 | 0.855152589 | 4.668268204 | 37.26725006 | 5.270256042 | tjh | multitask |
MLP | 2 | 0.962439835 | 0.969669998 | 0.931428552 | 0.671313741 | 4.752310753 | 40.39605331 | 4.791884899 | tjh | multitask |
MLP | 3 | 0.937605858 | 0.935606122 | 0.89403975 | 0.676268918 | 4.728491306 | 35.98695374 | 7.147228241 | tjh | multitask |
MLP | 4 | 0.876243532 | 0.935291052 | 0.887005627 | 0.759674985 | 5.715339184 | 58.65213013 | 5.107804775 | tjh | multitask |
MLP | 5 | 0.920310497 | 0.94023639 | 0.868571401 | 0.815543765 | 4.681746006 | 37.34340286 | 6.973385334 | tjh | multitask |
MLP | 6 | 0.897979319 | 0.90625 | 0.895424843 | 0.754237929 | 5.147696972 | 49.17607117 | 6.897799015 | tjh | multitask |
MLP | 7 | 0.958448887 | 0.975723565 | 0.895604372 | 0.633523839 | 3.954704285 | 25.3461628 | 6.910441875 | tjh | multitask |
MLP | 8 | 0.918512464 | 0.9432953 | 0.906976759 | 0.714605973 | 5.087003708 | 41.87108231 | 6.777749538 | tjh | multitask |
MLP | 9 | 0.90893811 | 0.936445534 | 0.867469907 | 0.526815775 | 5.61776495 | 75.63136292 | 8.073811531 | tjh | multitask |
RETAIN | 0 | 0.978359044 | 0.984423637 | 0.936416209 | 0.777899114 | 4.443993092 | 49.60371399 | 4.976038933 | tjh | multitask |
RETAIN | 1 | 0.991601765 | 0.994622946 | 0.961111128 | 0.916954151 | 4.186071873 | 35.13848877 | 3.792743921 | tjh | multitask |
RETAIN | 2 | 0.963573217 | 0.967885852 | 0.914285719 | 0.589142176 | 4.262196541 | 33.98777771 | 4.336575031 | tjh | multitask |
RETAIN | 3 | 0.952457905 | 0.952200651 | 0.91390729 | 0.771197581 | 4.567577839 | 34.2233696 | 5.734571457 | tjh | multitask |
RETAIN | 4 | 0.948647022 | 0.96425724 | 0.892655373 | 0.896735345 | 5.749228954 | 61.22740555 | 4.997748852 | tjh | multitask |
RETAIN | 5 | 0.956269324 | 0.966424942 | 0.879999995 | 0.88932626 | 4.327798843 | 35.12337494 | 6.293925762 | tjh | multitask |
RETAIN | 6 | 0.994292557 | 0.995435357 | 0.960784316 | 0.860889393 | 4.45498991 | 43.13537979 | 4.095621109 | tjh | multitask |
RETAIN | 7 | 0.997008085 | 0.998399377 | 0.972527444 | 0.896375706 | 3.957220078 | 23.24927902 | 3.932718515 | tjh | multitask |
RETAIN | 8 | 0.922977328 | 0.953989029 | 0.918604672 | 0.781351349 | 5.22394228 | 42.95482635 | 6.048151016 | tjh | multitask |
RETAIN | 9 | 0.942421615 | 0.960032701 | 0.903614461 | 0.669792303 | 5.035877705 | 41.90691757 | 6.104928017 | tjh | multitask |
RNN | 0 | 0.960026741 | 0.970263362 | 0.884393036 | 0.596180208 | 5.035840511 | 49.06864548 | 7.213102341 | tjh | multitask |
RNN | 1 | 0.994467914 | 0.996159256 | 0.961111128 | 0.916954151 | 4.708099365 | 40.11138535 | 4.382678032 | tjh | multitask |
RNN | 2 | 0.980741322 | 0.99107939 | 0.937142849 | 0.79731014 | 4.677852154 | 43.07965088 | 4.378434181 | tjh | multitask |
RNN | 3 | 0.950883269 | 0.950216532 | 0.867549658 | 0.622719416 | 4.263802052 | 32.84811401 | 7.141188622 | tjh | multitask |
RNN | 4 | 0.970037043 | 0.979006112 | 0.909604549 | 0.919265815 | 5.374440193 | 56.95582962 | 4.488792419 | tjh | multitask |
RNN | 5 | 0.902947247 | 0.933924317 | 0.851428568 | 0.827193633 | 4.067719936 | 28.18552971 | 6.907632351 | tjh | multitask |
RNN | 6 | 0.981365383 | 0.984901667 | 0.895424843 | 0.629038382 | 4.645602703 | 41.98086548 | 6.16601944 | tjh | multitask |
RNN | 7 | 0.998064756 | 0.998932838 | 0.98901099 | 0.97219836 | 3.891841412 | 26.12633514 | 3.134890318 | tjh | multitask |
RNN | 8 | 0.992132604 | 0.994090319 | 0.95348835 | 0.940159316 | 5.169743061 | 40.46015549 | 4.656779289 | tjh | multitask |
RNN | 9 | 0.944307029 | 0.961507022 | 0.891566277 | 0.724259552 | 5.014073849 | 43.30081177 | 6.17839098 | tjh | multitask |
StageNet | 0 | 0.965968013 | 0.975785971 | 0.838150263 | 0.43465229 | 4.299801826 | 45.67185211 | 8.090088844 | tjh | multitask |
StageNet | 1 | 0.992469728 | 0.995007038 | 0.888888896 | 0.631121926 | 4.012443066 | 35.0623703 | 6.183671951 | tjh | multitask |
StageNet | 2 | 0.957899153 | 0.98409164 | 0.828571439 | 0.227587292 | 4.388141155 | 36.08421707 | 6.843521118 | tjh | multitask |
StageNet | 3 | 0.96190536 | 0.968614817 | 0.80794704 | 0.294120198 | 4.879430294 | 40.36646652 | 9.941926956 | tjh | multitask |
StageNet | 4 | 0.983321905 | 0.988838673 | 0.926553667 | 0.806613465 | 5.017741203 | 55.32451248 | 3.655676842 | tjh | multitask |
StageNet | 5 | 0.923760533 | 0.946548522 | 0.868571401 | 0.780594164 | 3.983191729 | 26.04910469 | 6.760251999 | tjh | multitask |
StageNet | 6 | 0.96994102 | 0.976123571 | 0.80392158 | 0.304446967 | 4.588368893 | 41.83551788 | 9.314936638 | tjh | multitask |
StageNet | 7 | 0.9995116 | 0.99973321 | 0.884615362 | 0.469241423 | 3.962585211 | 28.84984016 | 6.949562073 | tjh | multitask |
StageNet | 8 | 0.971516728 | 0.983959496 | 0.895348847 | 0.627146511 | 4.76474762 | 41.22911072 | 6.565391541 | tjh | multitask |
StageNet | 9 | 0.952853799 | 0.965929627 | 0.897590339 | 0.482561135 | 5.034734726 | 44.97772217 | 6.714595795 | tjh | multitask |
TCN | 0 | 0.9643085 | 0.969272137 | 0.924855471 | 0.755689026 | 4.830015659 | 47.08504486 | 5.585667133 | tjh | multitask |
TCN | 1 | 0.987412274 | 0.991678417 | 0.955555558 | 0.880259474 | 4.013005257 | 27.7384758 | 4.377447605 | tjh | multitask |
TCN | 2 | 0.974288106 | 0.982307434 | 0.925714314 | 0.693226158 | 4.563257694 | 39.1586113 | 4.323559761 | tjh | multitask |
TCN | 3 | 0.975425243 | 0.981060624 | 0.940397322 | 0.846653698 | 4.63893652 | 34.53761673 | 5.758499146 | tjh | multitask |
TCN | 4 | 0.884026408 | 0.936353922 | 0.841807902 | 0.660165409 | 6.037707329 | 60.65296173 | 6.348025322 | tjh | multitask |
TCN | 5 | 0.924138486 | 0.947354317 | 0.868571401 | 0.850493369 | 4.471201897 | 38.06015015 | 6.719733715 | tjh | multitask |
TCN | 6 | 0.941645682 | 0.970856786 | 0.921568632 | 0.784378559 | 4.637210846 | 40.25167465 | 5.299194336 | tjh | multitask |
TCN | 7 | 0.970452785 | 0.984126985 | 0.906593382 | 0.684072276 | 4.424790382 | 34.2196579 | 6.616176128 | tjh | multitask |
TCN | 8 | 0.961414218 | 0.98424089 | 0.941860437 | 0.811271691 | 4.958552837 | 40.44764328 | 5.152413368 | tjh | multitask |
TCN | 9 | 0.945997119 | 0.971335053 | 0.915662646 | 0.799152019 | 5.287695885 | 53.46615982 | 5.024168968 | tjh | multitask |
Transformer | 0 | 0.943867922 | 0.955253482 | 0.867052019 | 0.535607239 | 4.793345928 | 46.5512352 | 7.077288628 | tjh | multitask |
Transformer | 1 | 0.984769404 | 0.988605857 | 0.938888907 | 0.891847266 | 4.939954758 | 42.56121063 | 5.335440636 | tjh | multitask |
Transformer | 2 | 0.840484738 | 0.946030319 | 0.879999995 | 0.622010802 | 5.093340397 | 52.65248871 | 5.444370747 | tjh | multitask |
Transformer | 3 | 0.925455511 | 0.943362236 | 0.847682118 | 0.637323826 | 4.611305237 | 31.82784653 | 8.184181213 | tjh | multitask |
Transformer | 4 | 0.799642324 | 0.940207243 | 0.887005627 | 0.928653512 | 5.575779915 | 58.00255585 | 5.150372505 | tjh | multitask |
Transformer | 5 | 0.957295299 | 0.963604629 | 0.868571401 | 0.86796817 | 5.785076141 | 66.21504211 | 7.584900379 | tjh | multitask |
Transformer | 6 | 0.947284102 | 0.956109524 | 0.823529422 | 0.394868861 | 5.367233276 | 50.17391586 | 9.563642502 | tjh | multitask |
Transformer | 7 | 0.90060699 | 0.958516717 | 0.890109897 | 0.676490011 | 4.227715969 | 26.84012794 | 6.863873959 | tjh | multitask |
Transformer | 8 | 0.98775214 | 0.988602817 | 0.970930219 | 0.947064011 | 5.130295277 | 42.28982162 | 4.490083694 | tjh | multitask |
Transformer | 9 | 0.907818437 | 0.946764946 | 0.879518092 | 0.717451146 | 5.081739902 | 43.12317657 | 6.452693939 | tjh | multitask |
AdaCare | 0 | 0.590974569 | 0.861351967 | 0.903682709 | 0.277981225 | cdsl | outcome | |||
AdaCare | 1 | 0.465995938 | 0.83127439 | 0.889796257 | 0.10113268 | cdsl | outcome | |||
AdaCare | 2 | 0.52472049 | 0.871825933 | 0.894993722 | 0.144082472 | cdsl | outcome | |||
AdaCare | 3 | 0.532778323 | 0.848667383 | 0.897876799 | 0.191729573 | cdsl | outcome | |||
AdaCare | 4 | 0.629992425 | 0.903322041 | 0.913286924 | 0.320775651 | cdsl | outcome | |||
AdaCare | 5 | 0.577270746 | 0.858130991 | 0.908311903 | 0.230573254 | cdsl | outcome | |||
AdaCare | 6 | 0.554620743 | 0.88781637 | 0.901230633 | 0.053272694 | cdsl | outcome | |||
AdaCare | 7 | 0.539069653 | 0.865152478 | 0.890417755 | 0.214426805 | cdsl | outcome | |||
AdaCare | 8 | 0.538271785 | 0.859541774 | 0.891753852 | 0.106955385 | cdsl | outcome | |||
AdaCare | 9 | 0.578353226 | 0.871555746 | 0.889264584 | 0.104857209 | cdsl | outcome | |||
Agent | 0 | 0.478221714 | 0.837734282 | 0.898988247 | 0.116487733 | cdsl | outcome | |||
Agent | 1 | 0.377625316 | 0.810150087 | 0.870133996 | 0.04769492 | cdsl | outcome | |||
Agent | 2 | 0.576510966 | 0.888737321 | 0.901448369 | 0.103307864 | cdsl | outcome | |||
Agent | 3 | 0.579943717 | 0.862516165 | 0.909421146 | 0.180520756 | cdsl | outcome | |||
Agent | 4 | 0.708716631 | 0.932333767 | 0.925126016 | 0.413453786 | cdsl | outcome | |||
Agent | 5 | 0.576926827 | 0.865908563 | 0.908568978 | 0.178260955 | cdsl | outcome | |||
Agent | 6 | 0.47716558 | 0.90662992 | 0.898513675 | 0.267696793 | cdsl | outcome | |||
Agent | 7 | 0.581386805 | 0.873737872 | 0.897833049 | 0.261477551 | cdsl | outcome | |||
Agent | 8 | 0.56776309 | 0.869707942 | 0.890618682 | 0.1281726 | cdsl | outcome | |||
Agent | 9 | 0.492901891 | 0.828911841 | 0.880557895 | 0.056405418 | cdsl | outcome | |||
GRASP | 0 | 0.60395813 | 0.867692053 | 0.909024715 | 0.126072453 | cdsl | outcome | |||
GRASP | 1 | 0.394482136 | 0.789899588 | 0.888051987 | -0.064908998 | cdsl | outcome | |||
GRASP | 2 | 0.485238194 | 0.79472208 | 0.897670031 | 0.047253691 | cdsl | outcome | |||
GRASP | 3 | 0.532408834 | 0.837045431 | 0.902074754 | 0.26304236 | cdsl | outcome | |||
GRASP | 4 | 0.692713916 | 0.92690599 | 0.921446264 | 0.456486344 | cdsl | outcome | |||
GRASP | 5 | 0.613031328 | 0.875415027 | 0.910625517 | 0.018351765 | cdsl | outcome | |||
GRASP | 6 | 0.532527745 | 0.877180099 | 0.894598067 | 0.255576033 | cdsl | outcome | |||
GRASP | 7 | 0.561362147 | 0.855334342 | 0.895443678 | 0.192295528 | cdsl | outcome | |||
GRASP | 8 | 0.472889006 | 0.813705087 | 0.887780726 | 0.043223673 | cdsl | outcome | |||
GRASP | 9 | 0.506309271 | 0.806315184 | 0.874049008 | 0.189445286 | cdsl | outcome | |||
GRU | 0 | 0.605931044 | 0.882581294 | 0.909591258 | 0.308995933 | cdsl | outcome | |||
GRU | 1 | 0.441906393 | 0.822301507 | 0.872988164 | 0.184685442 | cdsl | outcome | |||
GRU | 2 | 0.574387372 | 0.884671092 | 0.902471662 | 0.142161612 | cdsl | outcome | |||
GRU | 3 | 0.44942385 | 0.861097217 | 0.88504076 | 0.187228395 | cdsl | outcome | |||
GRU | 4 | 0.679711819 | 0.928094864 | 0.919046462 | 0.417383263 | cdsl | outcome | |||
GRU | 5 | 0.66100508 | 0.888658106 | 0.924764335 | 0.231762171 | cdsl | outcome | |||
GRU | 6 | 0.513898432 | 0.903366029 | 0.88892442 | 0.191309843 | cdsl | outcome | |||
GRU | 7 | 0.572301686 | 0.88315022 | 0.897503495 | 0.116055893 | cdsl | outcome | |||
GRU | 8 | 0.563818216 | 0.851534724 | 0.895726919 | 0.226892702 | cdsl | outcome | |||
GRU | 9 | 0.615982771 | 0.887499571 | 0.892476737 | 0.159709822 | cdsl | outcome | |||
LSTM | 0 | 0.646387696 | 0.875731945 | 0.91558075 | 0.301852603 | cdsl | outcome | |||
LSTM | 1 | 0.401567936 | 0.816413641 | 0.884642839 | 0.02879121 | cdsl | outcome | |||
LSTM | 2 | 0.476851135 | 0.852250576 | 0.886177599 | 0.117801622 | cdsl | outcome | |||
LSTM | 3 | 0.49398452 | 0.854762554 | 0.903043509 | 0.214058948 | cdsl | outcome | |||
LSTM | 4 | 0.67557615 | 0.920680702 | 0.917686582 | 0.439905871 | cdsl | outcome | |||
LSTM | 5 | 0.631772637 | 0.88395226 | 0.917052269 | 0.233545544 | cdsl | outcome | |||
LSTM | 6 | 0.600742161 | 0.910256386 | 0.909701109 | 0.2045642 | cdsl | outcome | |||
LSTM | 7 | 0.518336713 | 0.864989996 | 0.891900778 | 0.168944417 | cdsl | outcome | |||
LSTM | 8 | 0.54774195 | 0.853674054 | 0.894024134 | 0.138020591 | cdsl | outcome | |||
LSTM | 9 | 0.559759974 | 0.868940175 | 0.888588309 | 0.115147138 | cdsl | outcome | |||
MLP | 0 | 0.433830351 | 0.814798176 | 0.895184159 | -0.077376795 | cdsl | outcome | |||
MLP | 1 | 0.430512637 | 0.801020205 | 0.889241278 | -0.040113222 | cdsl | outcome | |||
MLP | 2 | 0.499488443 | 0.870689094 | 0.894836247 | -0.04861466 | cdsl | outcome | |||
MLP | 3 | 0.480648756 | 0.820927203 | 0.89771533 | 0.059695007 | cdsl | outcome | |||
MLP | 4 | 0.512256622 | 0.869612873 | 0.905367553 | 0.02922768 | cdsl | outcome | |||
MLP | 5 | 0.515590966 | 0.838605404 | 0.904113114 | -0.001661653 | cdsl | outcome | |||
MLP | 6 | 0.495809227 | 0.874777019 | 0.892280638 | -0.008290305 | cdsl | outcome | |||
MLP | 7 | 0.457747161 | 0.827921569 | 0.888440311 | -0.004097771 | cdsl | outcome | |||
MLP | 8 | 0.493207276 | 0.827639461 | 0.887780726 | 0.002870931 | cdsl | outcome | |||
MLP | 9 | 0.540580273 | 0.868634939 | 0.885460675 | 0.012247849 | cdsl | outcome | |||
RETAIN | 0 | 0.608503461 | 0.870623171 | 0.912909746 | 0.149130035 | cdsl | outcome | |||
RETAIN | 1 | 0.376593292 | 0.760856867 | 0.884801388 | -0.06900071 | cdsl | outcome | |||
RETAIN | 2 | 0.569148779 | 0.881802619 | 0.899086893 | -0.003823709 | cdsl | outcome | |||
RETAIN | 3 | 0.542748272 | 0.843767226 | 0.907160759 | 0.096233985 | cdsl | outcome | |||
RETAIN | 4 | 0.656367898 | 0.901486754 | 0.921606243 | 0.277263889 | cdsl | outcome | |||
RETAIN | 5 | 0.563683391 | 0.835957825 | 0.910197079 | 0.035690122 | cdsl | outcome | |||
RETAIN | 6 | 0.449652642 | 0.829664946 | 0.890682459 | -0.015527881 | cdsl | outcome | |||
RETAIN | 7 | 0.591277778 | 0.883745074 | 0.901540756 | 0.181491283 | cdsl | outcome | |||
RETAIN | 8 | 0.538768709 | 0.853230774 | 0.893780887 | 0.090942392 | cdsl | outcome | |||
RETAIN | 9 | 0.556808412 | 0.840378881 | 0.886728644 | -0.010600655 | cdsl | outcome | |||
RNN | 0 | 0.603234529 | 0.868340969 | 0.905139625 | 0.259263894 | cdsl | outcome | |||
RNN | 1 | 0.456831038 | 0.835362971 | 0.885832071 | 0.054323494 | cdsl | outcome | |||
RNN | 2 | 0.529677272 | 0.872801065 | 0.89696157 | 0.139978817 | cdsl | outcome | |||
RNN | 3 | 0.568532765 | 0.871490896 | 0.901106 | 0.234181864 | cdsl | outcome | |||
RNN | 4 | 0.692044854 | 0.925368249 | 0.926805854 | 0.343873304 | cdsl | outcome | |||
RNN | 5 | 0.657899857 | 0.899565995 | 0.919708669 | 0.255342336 | cdsl | outcome | |||
RNN | 6 | 0.554566801 | 0.904999793 | 0.897714555 | 0.133409232 | cdsl | outcome | |||
RNN | 7 | 0.550343275 | 0.861280441 | 0.897915483 | 0.092966175 | cdsl | outcome | |||
RNN | 8 | 0.56394732 | 0.865647852 | 0.895402551 | 0.237381212 | cdsl | outcome | |||
RNN | 9 | 0.579843342 | 0.876257539 | 0.883770049 | 0.215534712 | cdsl | outcome | |||
StageNet | 0 | 0.472103179 | 0.822665095 | 0.89235127 | 0.291363664 | cdsl | outcome | |||
StageNet | 1 | 0.437848181 | 0.80320704 | 0.880202949 | 0.047040246 | cdsl | outcome | |||
StageNet | 2 | 0.557883978 | 0.885159433 | 0.900818646 | 0.236982222 | cdsl | outcome | |||
StageNet | 3 | 0.580143809 | 0.868796468 | 0.907564402 | 0.349270817 | cdsl | outcome | |||
StageNet | 4 | 0.658475399 | 0.922259808 | 0.913926899 | 0.373296456 | cdsl | outcome | |||
StageNet | 5 | 0.636108816 | 0.872896671 | 0.912425041 | 0.260296152 | cdsl | outcome | |||
StageNet | 6 | 0.54698801 | 0.908934236 | 0.899472594 | 0.229503318 | cdsl | outcome | |||
StageNet | 7 | 0.565746248 | 0.869496107 | 0.895114124 | 0.202141332 | cdsl | outcome | |||
StageNet | 8 | 0.595734239 | 0.875564098 | 0.894753933 | 0.165402809 | cdsl | outcome | |||
StageNet | 9 | 0.606379509 | 0.879568338 | 0.89340657 | 0.237897077 | cdsl | outcome | |||
TCN | 0 | 0.612135291 | 0.875634849 | 0.912343204 | 0.251849299 | cdsl | outcome | |||
TCN | 1 | 0.452306628 | 0.816470385 | 0.88908267 | -0.024073711 | cdsl | outcome | |||
TCN | 2 | 0.517469049 | 0.881142259 | 0.894285262 | 0.038784447 | cdsl | outcome | |||
TCN | 3 | 0.571043313 | 0.858382344 | 0.899087727 | 0.241507311 | cdsl | outcome | |||
TCN | 4 | 0.658044338 | 0.91224885 | 0.911927044 | 0.320008924 | cdsl | outcome | |||
TCN | 5 | 0.598430276 | 0.867416382 | 0.906598091 | -0.044264473 | cdsl | outcome | |||
TCN | 6 | 0.568642735 | 0.909003615 | 0.902029753 | 0.163231535 | cdsl | outcome | |||
TCN | 7 | 0.531719625 | 0.876769483 | 0.892807126 | 0.167550321 | cdsl | outcome | |||
TCN | 8 | 0.583553553 | 0.875748038 | 0.894916058 | 0.084857455 | cdsl | outcome | |||
TCN | 9 | 0.615936399 | 0.867246151 | 0.898140311 | 0.148366593 | cdsl | outcome | |||
Transformer | 0 | 0.460192025 | 0.829959691 | 0.881100774 | 0.186022165 | cdsl | outcome | |||
Transformer | 1 | 0.32991147 | 0.786721349 | 0.855862975 | -0.082667028 | cdsl | outcome | |||
Transformer | 2 | 0.376268148 | 0.820516646 | 0.882714093 | -0.157143221 | cdsl | outcome | |||
Transformer | 3 | 0.365562618 | 0.839577675 | 0.884394944 | -0.070839167 | cdsl | outcome | |||
Transformer | 4 | 0.37587741 | 0.831095397 | 0.856731474 | 0.170209621 | cdsl | outcome | |||
Transformer | 5 | 0.324805319 | 0.732214928 | 0.869837165 | 0.013992407 | cdsl | outcome | |||
Transformer | 6 | 0.418818712 | 0.850532055 | 0.875419557 | -0.136561085 | cdsl | outcome | |||
Transformer | 7 | 0.459291816 | 0.817911923 | 0.883167148 | -0.030846991 | cdsl | outcome | |||
Transformer | 8 | 0.325804532 | 0.792471349 | 0.862563848 | -0.067426108 | cdsl | outcome | |||
Transformer | 9 | 0.397053599 | 0.831174374 | 0.864412487 | -0.220855502 | cdsl | outcome | |||
AdaCare | 0 | 3.77558279 | 29.01036263 | cdsl | los | |||||
AdaCare | 1 | 3.983917952 | 31.35965347 | cdsl | los | |||||
AdaCare | 2 | 4.009675503 | 36.62472534 | cdsl | los | |||||
AdaCare | 3 | 3.926419258 | 33.18496323 | cdsl | los | |||||
AdaCare | 4 | 3.681667566 | 25.7617836 | cdsl | los | |||||
AdaCare | 5 | 3.555735588 | 22.93149567 | cdsl | los | |||||
AdaCare | 6 | 3.686965704 | 24.83016014 | cdsl | los | |||||
AdaCare | 7 | 3.851480484 | 33.13857269 | cdsl | los | |||||
AdaCare | 8 | 3.828562737 | 29.76253319 | cdsl | los | |||||
AdaCare | 9 | 3.650918007 | 24.04603004 | cdsl | los | |||||
Agent | 0 | 3.718532801 | 28.04092216 | cdsl | los | |||||
Agent | 1 | 3.882312536 | 30.61659431 | cdsl | los | |||||
Agent | 2 | 4.141070843 | 39.55294037 | cdsl | los | |||||
Agent | 3 | 3.95865941 | 33.16056824 | cdsl | los | |||||
Agent | 4 | 3.620998144 | 25.58945274 | cdsl | los | |||||
Agent | 5 | 3.667802095 | 24.25292397 | cdsl | los | |||||
Agent | 6 | 3.687349319 | 25.70195389 | cdsl | los | |||||
Agent | 7 | 3.90396452 | 33.41176605 | cdsl | los | |||||
Agent | 8 | 3.865031481 | 31.56732368 | cdsl | los | |||||
Agent | 9 | 3.566438675 | 24.55116272 | cdsl | los | |||||
GRASP | 0 | 3.84612155 | 30.28695107 | cdsl | los | |||||
GRASP | 1 | 4.009120464 | 32.07069778 | cdsl | los | |||||
GRASP | 2 | 4.073999882 | 39.03330231 | cdsl | los | |||||
GRASP | 3 | 3.940085649 | 33.48365402 | cdsl | los | |||||
GRASP | 4 | 3.610307693 | 24.90413857 | cdsl | los | |||||
GRASP | 5 | 3.668722868 | 24.5844574 | cdsl | los | |||||
GRASP | 6 | 3.706877708 | 24.73716736 | cdsl | los | |||||
GRASP | 7 | 3.936437607 | 34.5951004 | cdsl | los | |||||
GRASP | 8 | 3.939373255 | 31.03329468 | cdsl | los | |||||
GRASP | 9 | 3.666014194 | 24.79209709 | cdsl | los | |||||
GRU | 0 | 3.671344757 | 28.12379646 | cdsl | los | |||||
GRU | 1 | 3.949965239 | 31.6078949 | cdsl | los | |||||
GRU | 2 | 4.025970459 | 37.23259354 | cdsl | los | |||||
GRU | 3 | 3.946133614 | 34.28209686 | cdsl | los | |||||
GRU | 4 | 3.607236624 | 25.65134621 | cdsl | los | |||||
GRU | 5 | 3.492584705 | 22.73114777 | cdsl | los | |||||
GRU | 6 | 3.665038824 | 24.58044243 | cdsl | los | |||||
GRU | 7 | 3.798497677 | 31.51098824 | cdsl | los | |||||
GRU | 8 | 3.754080772 | 28.47259903 | cdsl | los | |||||
GRU | 9 | 3.591398954 | 24.79685974 | cdsl | los | |||||
LSTM | 0 | 3.752542734 | 28.29973412 | cdsl | los | |||||
LSTM | 1 | 4.02176857 | 31.73600388 | cdsl | los | |||||
LSTM | 2 | 4.05068922 | 38.38367844 | cdsl | los | |||||
LSTM | 3 | 3.914212704 | 32.80366898 | cdsl | los | |||||
LSTM | 4 | 3.693129539 | 26.21765327 | cdsl | los | |||||
LSTM | 5 | 3.60039854 | 23.5982666 | cdsl | los | |||||
LSTM | 6 | 3.698976517 | 24.39338875 | cdsl | los | |||||
LSTM | 7 | 3.897326708 | 33.51478195 | cdsl | los | |||||
LSTM | 8 | 3.859258652 | 29.92757797 | cdsl | los | |||||
LSTM | 9 | 3.639942169 | 23.98026466 | cdsl | los | |||||
MLP | 0 | 4.036801815 | 31.95149422 | cdsl | los | |||||
MLP | 1 | 4.23342371 | 34.55040741 | cdsl | los | |||||
MLP | 2 | 4.27218771 | 40.52737427 | cdsl | los | |||||
MLP | 3 | 4.135466576 | 36.31327057 | cdsl | los | |||||
MLP | 4 | 3.938637972 | 28.21662331 | cdsl | los | |||||
MLP | 5 | 3.823523283 | 26.09719086 | cdsl | los | |||||
MLP | 6 | 3.91059494 | 26.68874359 | cdsl | los | |||||
MLP | 7 | 4.105417252 | 35.87949371 | cdsl | los | |||||
MLP | 8 | 4.139520645 | 33.85316849 | cdsl | los | |||||
MLP | 9 | 3.876416922 | 26.71132278 | cdsl | los | |||||
RETAIN | 0 | 3.80505085 | 29.1190834 | cdsl | los | |||||
RETAIN | 1 | 4.023320198 | 32.96110535 | cdsl | los | |||||
RETAIN | 2 | 4.063467979 | 38.07798386 | cdsl | los | |||||
RETAIN | 3 | 3.96402359 | 41.90589905 | cdsl | los | |||||
RETAIN | 4 | 3.71510911 | 26.33763313 | cdsl | los | |||||
RETAIN | 5 | 3.596921921 | 23.38099861 | cdsl | los | |||||
RETAIN | 6 | 3.72896409 | 26.38276672 | cdsl | los | |||||
RETAIN | 7 | 3.918964863 | 33.30139923 | cdsl | los | |||||
RETAIN | 8 | 3.825600863 | 29.39770889 | cdsl | los | |||||
RETAIN | 9 | 3.675169945 | 24.70508194 | cdsl | los | |||||
RNN | 0 | 3.922130346 | 30.1609726 | cdsl | los | |||||
RNN | 1 | 4.136327744 | 35.14600372 | cdsl | los | |||||
RNN | 2 | 4.268069744 | 40.1885643 | cdsl | los | |||||
RNN | 3 | 3.989213228 | 34.4678154 | cdsl | los | |||||
RNN | 4 | 3.772135019 | 26.29855347 | cdsl | los | |||||
RNN | 5 | 3.518815994 | 23.63493919 | cdsl | los | |||||
RNN | 6 | 3.728106022 | 25.4653492 | cdsl | los | |||||
RNN | 7 | 3.989914894 | 35.7238121 | cdsl | los | |||||
RNN | 8 | 3.915604115 | 30.70628357 | cdsl | los | |||||
RNN | 9 | 3.717992783 | 24.85480499 | cdsl | los | |||||
StageNet | 0 | 3.642837524 | 27.03495026 | cdsl | los | |||||
StageNet | 1 | 3.874001503 | 30.16773415 | cdsl | los | |||||
StageNet | 2 | 3.969259501 | 37.7225914 | cdsl | los | |||||
StageNet | 3 | 3.876089573 | 32.6524086 | cdsl | los | |||||
StageNet | 4 | 3.557878256 | 25.06731415 | cdsl | los | |||||
StageNet | 5 | 3.510977745 | 22.99871826 | cdsl | los | |||||
StageNet | 6 | 3.666094303 | 24.84239197 | cdsl | los | |||||
StageNet | 7 | 3.753402472 | 32.58699799 | cdsl | los | |||||
StageNet | 8 | 3.754644632 | 29.4849987 | cdsl | los | |||||
StageNet | 9 | 3.616027594 | 25.58845901 | cdsl | los | |||||
TCN | 0 | 3.706017017 | 28.34333038 | cdsl | los | |||||
TCN | 1 | 3.934519053 | 32.37508011 | cdsl | los | |||||
TCN | 2 | 4.018143654 | 38.19165802 | cdsl | los | |||||
TCN | 3 | 3.835260391 | 32.94245529 | cdsl | los | |||||
TCN | 4 | 3.61998105 | 26.83403587 | cdsl | los | |||||
TCN | 5 | 3.495568991 | 23.35802078 | cdsl | los | |||||
TCN | 6 | 3.614038467 | 24.57892227 | cdsl | los | |||||
TCN | 7 | 3.810690165 | 33.1736145 | cdsl | los | |||||
TCN | 8 | 3.827623606 | 30.52554321 | cdsl | los | |||||
TCN | 9 | 3.591501951 | 24.50370789 | cdsl | los | |||||
Transformer | 0 | 3.990714788 | 31.4007225 | cdsl | los | |||||
Transformer | 1 | 4.182071686 | 34.75726318 | cdsl | los | |||||
Transformer | 2 | 4.283438206 | 43.03352356 | cdsl | los | |||||
Transformer | 3 | 4.165806293 | 38.76106262 | cdsl | los | |||||
Transformer | 4 | 3.793016672 | 26.7191143 | cdsl | los | |||||
Transformer | 5 | 3.750963688 | 28.08114243 | cdsl | los | |||||
Transformer | 6 | 3.775541306 | 26.09772491 | cdsl | los | |||||
Transformer | 7 | 4.069431782 | 34.95632553 | cdsl | los | |||||
Transformer | 8 | 4.009622097 | 32.37366104 | cdsl | los | |||||
Transformer | 9 | 3.732484579 | 27.33880806 | cdsl | los | |||||
AdaCare | 0 | 0.585334063 | 0.861761093 | 0.907891572 | 0.027964705 | 3.661113501 | 28.26084328 | 4.359970093 | cdsl | multitask |
AdaCare | 1 | 0.47936058 | 0.826102316 | 0.891223311 | -0.00418799 | 3.988310099 | 33.49588013 | 4.397690782 | cdsl | multitask |
AdaCare | 2 | 0.522440553 | 0.867506504 | 0.898142338 | -0.022944992 | 4.067177773 | 39.31646347 | 4.539640991 | cdsl | multitask |
AdaCare | 3 | 0.550657749 | 0.859499395 | 0.907402933 | 0.086966852 | 3.910883188 | 35.01427078 | 4.068984278 | cdsl | multitask |
AdaCare | 4 | 0.619545162 | 0.89492631 | 0.915606737 | 0.127752109 | 3.830572605 | 31.3637886 | 4.243382994 | cdsl | multitask |
AdaCare | 5 | 0.56748116 | 0.861481786 | 0.907197952 | 0.010821964 | 3.572245121 | 25.96720314 | 4.435676491 | cdsl | multitask |
AdaCare | 6 | 0.534173191 | 0.883245766 | 0.895477057 | -0.026776644 | 3.717759848 | 29.37073708 | 4.712889356 | cdsl | multitask |
AdaCare | 7 | 0.514313877 | 0.862083137 | 0.890664935 | -0.067616278 | 3.899815321 | 37.41922379 | 4.595522041 | cdsl | multitask |
AdaCare | 8 | 0.554759026 | 0.869769454 | 0.885996938 | -0.078875398 | 3.802402496 | 31.78330231 | 4.472920964 | cdsl | multitask |
AdaCare | 9 | 0.578134954 | 0.873774886 | 0.888672888 | 0.001471781 | 3.669629574 | 28.53743172 | 4.518749221 | cdsl | multitask |
Agent | 0 | 0.60096097 | 0.879802287 | 0.911695659 | 0.199042917 | 3.712366581 | 27.04636765 | 4.297755952 | cdsl | multitask |
Agent | 1 | 0.419947237 | 0.800165296 | 0.878458738 | 0.045239893 | 4.057716846 | 33.15693283 | 4.889980158 | cdsl | multitask |
Agent | 2 | 0.553144693 | 0.889758825 | 0.899401784 | 0.124611942 | 4.060389519 | 37.17318726 | 4.466125815 | cdsl | multitask |
Agent | 3 | 0.583283663 | 0.882291377 | 0.908936799 | 0.228445068 | 4.037277222 | 33.82337952 | 4.173575878 | cdsl | multitask |
Agent | 4 | 0.659623563 | 0.921581984 | 0.918806493 | 0.267008915 | 3.859345913 | 26.26596069 | 4.249304753 | cdsl | multitask |
Agent | 5 | 0.589987457 | 0.880445242 | 0.911396742 | 0.075419729 | 3.603488922 | 22.74625587 | 4.391986847 | cdsl | multitask |
Agent | 6 | 0.481225789 | 0.885381401 | 0.887086451 | 0.27484717 | 3.79298377 | 28.05563736 | 4.996311188 | cdsl | multitask |
Agent | 7 | 0.556829035 | 0.881312251 | 0.891076863 | 0.208066241 | 3.819551706 | 32.54433823 | 4.351616594 | cdsl | multitask |
Agent | 8 | 0.518054247 | 0.850640297 | 0.875050664 | 0.161079301 | 3.812934637 | 30.00197983 | 4.687144601 | cdsl | multitask |
Agent | 9 | 0.583087683 | 0.888621807 | 0.890278935 | 0.151040354 | 3.473668575 | 23.67461967 | 4.421368223 | cdsl | multitask |
GRASP | 0 | 0.568857789 | 0.853045642 | 0.904896796 | 0.170288757 | 3.840935469 | 29.69792175 | 4.382757928 | cdsl | multitask |
GRASP | 1 | 0.371962935 | 0.755203664 | 0.880202949 | -0.004515327 | 4.032635689 | 32.70194626 | 4.600945562 | cdsl | multitask |
GRASP | 2 | 0.475327909 | 0.792639077 | 0.899401784 | 0.021671335 | 4.076056957 | 37.26973724 | 4.582015619 | cdsl | multitask |
GRASP | 3 | 0.518125057 | 0.837843895 | 0.912973285 | 0.208233894 | 3.968858719 | 33.5443573 | 4.03887558 | cdsl | multitask |
GRASP | 4 | 0.63134712 | 0.904386163 | 0.920726359 | 0.170976348 | 3.735335827 | 25.35281944 | 4.100833063 | cdsl | multitask |
GRASP | 5 | 0.598199666 | 0.875719965 | 0.910539865 | 0.164489345 | 3.701577663 | 23.94121933 | 4.425772259 | cdsl | multitask |
GRASP | 6 | 0.385285676 | 0.813533545 | 0.885488272 | -0.021195863 | 3.894185305 | 28.15036392 | 4.94472463 | cdsl | multitask |
GRASP | 7 | 0.549042702 | 0.829563856 | 0.900799215 | 0.085821432 | 3.975285769 | 33.97194672 | 4.436410904 | cdsl | multitask |
GRASP | 8 | 0.460049331 | 0.795422256 | 0.888591588 | -0.003534266 | 3.900640011 | 29.83579063 | 4.549717426 | cdsl | multitask |
GRASP | 9 | 0.497509658 | 0.814941645 | 0.884446323 | 0.083467121 | 3.808538198 | 25.66688728 | 4.79903656 | cdsl | multitask |
GRU | 0 | 0.518111408 | 0.844164491 | 0.892755985 | 0.227525811 | 4.012691021 | 32.20635223 | 4.731543678 | cdsl | multitask |
GRU | 1 | 0.466668546 | 0.839850783 | 0.887417734 | 0.008087147 | 3.930713892 | 31.65690613 | 4.352642536 | cdsl | multitask |
GRU | 2 | 0.534066737 | 0.888906658 | 0.89845717 | 0.207645459 | 3.940781116 | 36.31108856 | 4.494998149 | cdsl | multitask |
GRU | 3 | 0.537707031 | 0.864972591 | 0.90699929 | 0.188993563 | 4.15817976 | 36.38615799 | 4.22633791 | cdsl | multitask |
GRU | 4 | 0.626623034 | 0.917423964 | 0.905927539 | 0.418054149 | 4.015729904 | 30.8413372 | 4.454273542 | cdsl | multitask |
GRU | 5 | 0.566732526 | 0.871513128 | 0.906512439 | 0.174099749 | 3.928932428 | 28.79396248 | 4.733050346 | cdsl | multitask |
GRU | 6 | 0.581019878 | 0.906812012 | 0.903068542 | 0.155732359 | 3.925908804 | 27.9616127 | 4.636549098 | cdsl | multitask |
GRU | 7 | 0.567642748 | 0.871674001 | 0.897915483 | 0.212945578 | 3.975832224 | 35.89554977 | 4.40810921 | cdsl | multitask |
GRU | 8 | 0.46818462 | 0.815747559 | 0.87861836 | 0.132896433 | 4.303347588 | 37.12205505 | 4.954365295 | cdsl | multitask |
GRU | 9 | 0.589221835 | 0.882805705 | 0.888334751 | 0.111987238 | 3.616576195 | 24.23177528 | 4.492151973 | cdsl | multitask |
LSTM | 0 | 0.639762104 | 0.884223878 | 0.916390121 | 0.212425356 | 3.818963051 | 28.27964211 | 4.286419868 | cdsl | multitask |
LSTM | 1 | 0.375527263 | 0.785998046 | 0.881947219 | -0.126448348 | 4.01692009 | 31.84918022 | 4.580379486 | cdsl | multitask |
LSTM | 2 | 0.421201944 | 0.82344532 | 0.885705292 | -0.00530801 | 3.977798462 | 37.86748886 | 4.739990234 | cdsl | multitask |
LSTM | 3 | 0.525355458 | 0.85744822 | 0.896019995 | 0.176196095 | 3.957753181 | 34.62097549 | 4.259341717 | cdsl | multitask |
LSTM | 4 | 0.639647603 | 0.909694433 | 0.917286634 | 0.322979991 | 3.729885578 | 26.48402405 | 4.086931705 | cdsl | multitask |
LSTM | 5 | 0.603654742 | 0.876273513 | 0.916795194 | 0.106628771 | 3.688206911 | 24.91522408 | 4.366800732 | cdsl | multitask |
LSTM | 6 | 0.601064205 | 0.896548688 | 0.909461379 | 0.216074562 | 3.87867403 | 27.46349144 | 4.51976347 | cdsl | multitask |
LSTM | 7 | 0.553939223 | 0.856193542 | 0.893219054 | 0.144460603 | 3.902869225 | 32.71899796 | 4.488312171 | cdsl | multitask |
LSTM | 8 | 0.510331213 | 0.817795277 | 0.887537479 | 0.188541584 | 3.883697987 | 31.22237587 | 4.394000794 | cdsl | multitask |
LSTM | 9 | 0.603272736 | 0.873399615 | 0.899070144 | 0.1930103 | 3.601822138 | 25.85293198 | 4.276247025 | cdsl | multitask |
MLP | 0 | 0.436469465 | 0.812841296 | 0.892998815 | 0.038996175 | 4.089165688 | 31.94976044 | 5.022140503 | cdsl | multitask |
MLP | 1 | 0.435060471 | 0.802338898 | 0.886942029 | 0.026745354 | 4.175071716 | 33.64497375 | 4.670795891 | cdsl | multitask |
MLP | 2 | 0.476198226 | 0.865212083 | 0.891451538 | -0.06808519 | 4.329297543 | 39.59668732 | 4.974506855 | cdsl | multitask |
MLP | 3 | 0.488284886 | 0.824283361 | 0.897069514 | 0.07884708 | 4.149011135 | 35.28100204 | 4.582328827 | cdsl | multitask |
MLP | 4 | 0.513769567 | 0.864986062 | 0.906007528 | -0.001058039 | 3.904969215 | 27.93568039 | 4.598539756 | cdsl | multitask |
MLP | 5 | 0.529734612 | 0.842793226 | 0.906426728 | 0.046489441 | 3.826890945 | 25.50751877 | 4.776443092 | cdsl | multitask |
MLP | 6 | 0.488392055 | 0.876116097 | 0.892040908 | -0.054854953 | 4.067325115 | 27.58184052 | 5.261683724 | cdsl | multitask |
MLP | 7 | 0.448250473 | 0.825459898 | 0.887863576 | -0.025880524 | 4.22504425 | 34.82088852 | 4.989711582 | cdsl | multitask |
MLP | 8 | 0.484778106 | 0.823457539 | 0.884375274 | -0.001932967 | 4.144480228 | 32.52038193 | 4.778827405 | cdsl | multitask |
MLP | 9 | 0.539396644 | 0.871820211 | 0.884953499 | 0.006657257 | 3.878357887 | 26.60875893 | 4.907116279 | cdsl | multitask |
RETAIN | 0 | 0.631098986 | 0.876295745 | 0.913800061 | 0.146869487 | 3.806773663 | 28.16724014 | 4.276072979 | cdsl | multitask |
RETAIN | 1 | 0.449608266 | 0.822047591 | 0.889162004 | 0.031246237 | 4.000334263 | 32.6651268 | 4.389727051 | cdsl | multitask |
RETAIN | 2 | 0.486286521 | 0.856250763 | 0.892947078 | 0.03651434 | 4.110991001 | 37.9458313 | 4.709471226 | cdsl | multitask |
RETAIN | 3 | 0.604303658 | 0.879645824 | 0.913134754 | 0.203644457 | 3.968729734 | 33.62776566 | 4.007593155 | cdsl | multitask |
RETAIN | 4 | 0.696028948 | 0.931298614 | 0.922246218 | 0.296144544 | 3.771730661 | 27.05505562 | 4.037150383 | cdsl | multitask |
RETAIN | 5 | 0.557525992 | 0.844509661 | 0.910368443 | 0.131298776 | 3.567735434 | 23.69651413 | 4.286833763 | cdsl | multitask |
RETAIN | 6 | 0.452438742 | 0.848434627 | 0.887406111 | 0.031123966 | 3.691803217 | 26.75300598 | 4.880454989 | cdsl | multitask |
RETAIN | 7 | 0.545752704 | 0.8632828 | 0.892065585 | 0.071096291 | 4.049046516 | 33.29958725 | 4.77169496 | cdsl | multitask |
RETAIN | 8 | 0.51383394 | 0.85446763 | 0.887861848 | -0.006416605 | 3.855016708 | 30.840065 | 4.457224925 | cdsl | multitask |
RETAIN | 9 | 0.587566197 | 0.842373669 | 0.89340657 | 0.06361647 | 3.543147326 | 25.15748024 | 4.28429434 | cdsl | multitask |
RNN | 0 | 0.59556067 | 0.880869567 | 0.903844595 | 0.25618955 | 3.76933217 | 27.9355526 | 4.442667007 | cdsl | multitask |
RNN | 1 | 0.459989995 | 0.833337128 | 0.891144037 | 0.070854011 | 4.013638496 | 30.97213173 | 4.423774242 | cdsl | multitask |
RNN | 2 | 0.480060756 | 0.852265775 | 0.894285262 | 0.037998641 | 4.062387466 | 39.56607056 | 4.553972721 | cdsl | multitask |
RNN | 3 | 0.533779144 | 0.85626471 | 0.902236223 | 0.21397069 | 3.925905228 | 34.06487656 | 4.10838747 | cdsl | multitask |
RNN | 4 | 0.62736696 | 0.906852543 | 0.916006744 | 0.217075814 | 3.889862537 | 26.32498932 | 4.288854122 | cdsl | multitask |
RNN | 5 | 0.530955195 | 0.875890672 | 0.90128535 | -0.080724561 | 3.595278263 | 23.8330555 | 4.599856377 | cdsl | multitask |
RNN | 6 | 0.534236431 | 0.902115703 | 0.899472594 | 0.101581336 | 3.776864052 | 25.50813103 | 4.68674649 | cdsl | multitask |
RNN | 7 | 0.595220804 | 0.871668279 | 0.903435767 | 0.135660371 | 3.940780163 | 33.21203613 | 4.236036777 | cdsl | multitask |
RNN | 8 | 0.536633968 | 0.847896457 | 0.893699825 | 0.131215069 | 3.969020605 | 29.25942802 | 4.442610741 | cdsl | multitask |
RNN | 9 | 0.583471775 | 0.885783315 | 0.892392218 | 0.072123892 | 3.804772615 | 24.57250595 | 4.560545285 | cdsl | multitask |
StageNet | 0 | 0.636752903 | 0.886431277 | 0.914528549 | 0.2787046 | 3.643296242 | 27.570467 | 4.093493462 | cdsl | multitask |
StageNet | 1 | 0.459857762 | 0.81592387 | 0.889796257 | 0.053259648 | 3.957546473 | 31.3185463 | 4.435949528 | cdsl | multitask |
StageNet | 2 | 0.513662994 | 0.861852705 | 0.896410584 | 0.11579345 | 4.028469086 | 38.05921936 | 4.57735188 | cdsl | multitask |
StageNet | 3 | 0.585022688 | 0.868725836 | 0.910067022 | 0.260659383 | 3.9004879 | 33.48649216 | 3.987270742 | cdsl | multitask |
StageNet | 4 | 0.601226926 | 0.896659851 | 0.909927189 | 0.264996256 | 3.657455921 | 26.3210659 | 4.106960847 | cdsl | multitask |
StageNet | 5 | 0.599351048 | 0.890062988 | 0.912082255 | 0.193023327 | 3.492497683 | 23.31606102 | 4.166688712 | cdsl | multitask |
StageNet | 6 | 0.542327762 | 0.901466846 | 0.900431514 | 0.16776592 | 3.708811522 | 27.21771622 | 4.422868903 | cdsl | multitask |
StageNet | 7 | 0.560427666 | 0.860823154 | 0.894619763 | 0.174172278 | 3.854493618 | 33.21730423 | 4.288439468 | cdsl | multitask |
StageNet | 8 | 0.529454529 | 0.83973366 | 0.888753772 | 0.164522094 | 3.940259457 | 32.65273285 | 4.487954498 | cdsl | multitask |
StageNet | 9 | 0.602386534 | 0.870792389 | 0.899999976 | 0.192443139 | 3.605756998 | 26.17860794 | 4.23902962 | cdsl | multitask |
TCN | 0 | 0.653648913 | 0.88946259 | 0.917766094 | 0.239190235 | 3.728146553 | 27.9448452 | 4.154323578 | cdsl | multitask |
TCN | 1 | 0.470791966 | 0.83297646 | 0.888369143 | -0.063108644 | 3.950012207 | 31.76572037 | 4.37949744 | cdsl | multitask |
TCN | 2 | 0.571806729 | 0.895796299 | 0.902078092 | 0.077288948 | 4.048992634 | 36.91447067 | 4.470497087 | cdsl | multitask |
TCN | 3 | 0.585207164 | 0.873700619 | 0.909178972 | 0.120681561 | 3.921804667 | 33.55418777 | 4.073154449 | cdsl | multitask |
TCN | 4 | 0.689220607 | 0.926479578 | 0.924086094 | 0.324225923 | 3.73067379 | 26.40684319 | 3.90361619 | cdsl | multitask |
TCN | 5 | 0.624598145 | 0.887298048 | 0.915424168 | 0.185295374 | 3.553890944 | 23.38023186 | 4.139372826 | cdsl | multitask |
TCN | 6 | 0.599739075 | 0.916175365 | 0.909621239 | 0.153465167 | 3.741852522 | 26.01686287 | 4.428810295 | cdsl | multitask |
TCN | 7 | 0.539982319 | 0.874007821 | 0.895526052 | 0.151605346 | 3.847646236 | 34.05986786 | 4.158464432 | cdsl | multitask |
TCN | 8 | 0.574130893 | 0.867189467 | 0.894753933 | 0.117123635 | 3.871218204 | 29.54663277 | 4.303499071 | cdsl | multitask |
TCN | 9 | 0.628930449 | 0.872772157 | 0.902197778 | 0.18798687 | 3.558544636 | 24.93185806 | 4.140299797 | cdsl | multitask |
Transformer | 0 | 0.413609564 | 0.815303683 | 0.887575865 | -0.220152955 | 3.820225239 | 29.91112328 | 5.064782619 | cdsl | multitask |
Transformer | 1 | 0.374686897 | 0.832588613 | 0.882026494 | -0.178658594 | 4.25163126 | 34.09169388 | 4.951992512 | cdsl | multitask |
Transformer | 2 | 0.367437482 | 0.830978572 | 0.881375968 | -0.278855864 | 4.339514732 | 39.42726135 | 5.147475386 | cdsl | multitask |
Transformer | 3 | 0.331307292 | 0.800239503 | 0.886090279 | -0.235794116 | 4.046284676 | 35.64491653 | 4.808725357 | cdsl | multitask |
Transformer | 4 | 0.346029133 | 0.820138931 | 0.883369327 | -0.233472185 | 3.901368856 | 27.52831841 | 5.043395996 | cdsl | multitask |
Transformer | 5 | 0.313631326 | 0.781381726 | 0.880291343 | -0.261935161 | 3.815115452 | 28.07453728 | 5.314534664 | cdsl | multitask |
Transformer | 6 | 0.371908456 | 0.822514892 | 0.878296316 | -0.253495903 | 3.821196556 | 26.82827759 | 5.297091007 | cdsl | multitask |
Transformer | 7 | 0.335089356 | 0.823212385 | 0.873280048 | -0.314981218 | 4.096458435 | 35.926754 | 5.3121562 | cdsl | multitask |
Transformer | 8 | 0.323437303 | 0.783303738 | 0.86410445 | -0.1869631 | 4.12519455 | 35.9497757 | 4.981447377 | cdsl | multitask |
Transformer | 9 | 0.308133841 | 0.792966127 | 0.857988179 | -0.235763745 | 3.81708312 | 26.84178734 | 5.360666418 | cdsl | multitask |
RNN-ta | 0 | 0.958747387 | 0.970971465 | 0.884393036 | 0.614352098 | tjh | outcome | |||
RNN-ta | 1 | 0.98842442 | 0.991934419 | 0.949999988 | 0.878328174 | tjh | outcome | |||
RNN-ta | 2 | 0.972261012 | 0.986767709 | 0.937142849 | 0.821961609 | tjh | outcome | |||
RNN-ta | 3 | 0.955280364 | 0.96374464 | 0.887417197 | 0.67383485 | tjh | outcome | |||
RNN-ta | 4 | 0.955992937 | 0.972628295 | 0.898305058 | 0.881715032 | tjh | outcome | |||
RNN-ta | 5 | 0.877561927 | 0.922105908 | 0.828571439 | 0.784477453 | tjh | outcome | |||
RNN-ta | 6 | 0.981247127 | 0.984726071 | 0.915032685 | 0.740326867 | tjh | outcome | |||
RNN-ta | 7 | 0.997851551 | 0.998799443 | 0.983516455 | 0.946924142 | tjh | outcome | |||
RNN-ta | 8 | 0.988328218 | 0.991698384 | 0.95348835 | 0.919445234 | tjh | outcome | |||
RNN-ta | 9 | 0.921134591 | 0.954791188 | 0.879518092 | 0.717451146 | tjh | outcome | |||
GRU-ta | 0 | 0.984342277 | 0.990370989 | 0.907514453 | 0.695116057 | tjh | outcome | |||
GRU-ta | 1 | 0.989095688 | 0.992318511 | 0.955555558 | 0.897641163 | tjh | outcome | |||
GRU-ta | 2 | 0.96507442 | 0.981118083 | 0.89142859 | 0.553534499 | tjh | outcome | |||
GRU-ta | 3 | 0.943054855 | 0.948051989 | 0.880794704 | 0.671400782 | tjh | outcome | |||
GRU-ta | 4 | 0.947779655 | 0.972761095 | 0.943502843 | 0.964326756 | tjh | outcome | |||
GRU-ta | 5 | 0.900789976 | 0.937684596 | 0.868571401 | 0.867968169 | tjh | outcome | |||
GRU-ta | 6 | 0.984124482 | 0.986657321 | 0.928104579 | 0.78669707 | tjh | outcome | |||
GRU-ta | 7 | 0.992536724 | 0.996265113 | 0.961538434 | 0.936814455 | tjh | outcome | |||
GRU-ta | 8 | 0.996677756 | 0.997467279 | 0.988372087 | 0.953968705 | tjh | outcome | |||
GRU-ta | 9 | 0.946488976 | 0.967239976 | 0.909638584 | 0.765109989 | tjh | outcome | |||
TCN-ta | 0 | 0.963466942 | 0.970121801 | 0.878612697 | 0.575989218 | tjh | outcome | |||
TCN-ta | 1 | 0.988484383 | 0.99219048 | 0.944444418 | 0.841633496 | tjh | outcome | |||
TCN-ta | 2 | 0.953235924 | 0.975319624 | 0.908571422 | 0.660357532 | tjh | outcome | |||
TCN-ta | 3 | 0.922321081 | 0.935606062 | 0.860927165 | 0.642191962 | tjh | outcome | |||
TCN-ta | 4 | 0.820893764 | 0.941137433 | 0.898305058 | 0.864817179 | tjh | outcome | |||
TCN-ta | 5 | 0.946048021 | 0.963201761 | 0.89142859 | 0.928159151 | tjh | outcome | |||
TCN-ta | 6 | 0.910733461 | 0.954353869 | 0.921568632 | 0.742645377 | tjh | outcome | |||
TCN-ta | 7 | 0.889175773 | 0.97865808 | 0.923076928 | 0.691654541 | tjh | outcome | |||
TCN-ta | 8 | 0.973234653 | 0.986492157 | 0.965116262 | 0.924048364 | tjh | outcome | |||
TCN-ta | 9 | 0.96291256 | 0.976904154 | 0.927710831 | 0.775322598 | tjh | outcome | |||
StageNet-ta | 0 | 0.97529465 | 0.984140515 | 0.890173435 | 0.616371197 | tjh | outcome | |||
StageNet-ta | 1 | 0.986738443 | 0.99065423 | 0.927777767 | 0.783694532 | tjh | outcome | |||
StageNet-ta | 2 | 0.964232922 | 0.985429704 | 0.931428552 | 0.720616679 | tjh | outcome | |||
StageNet-ta | 3 | 0.936263859 | 0.949494958 | 0.867549658 | 0.600812801 | tjh | outcome | |||
StageNet-ta | 4 | 0.929239035 | 0.959075212 | 0.926553667 | 0.958694138 | tjh | outcome | |||
StageNet-ta | 5 | 0.871828198 | 0.923180223 | 0.868571401 | 0.850493368 | tjh | outcome | |||
StageNet-ta | 6 | 0.980722129 | 0.984901667 | 0.928104579 | 0.786697069 | tjh | outcome | |||
StageNet-ta | 7 | 0.996653497 | 0.998132586 | 0.972527444 | 0.941869298 | tjh | outcome | |||
StageNet-ta | 8 | 0.99430573 | 0.995778918 | 0.959302306 | 0.880318633 | tjh | outcome | |||
StageNet-ta | 9 | 0.943507314 | 0.961670756 | 0.879518092 | 0.748088974 | tjh | outcome | |||
RNN-ta | 0 | 0.647551417 | 0.883569777 | 0.913719118 | 0.290007336 | cdsl | outcome | |||
RNN-ta | 1 | 0.456201077 | 0.834164262 | 0.891064763 | 0.014797555 | cdsl | outcome | |||
RNN-ta | 2 | 0.527430415 | 0.876495957 | 0.897827446 | 0.128366349 | cdsl | outcome | |||
RNN-ta | 3 | 0.57399404 | 0.871440828 | 0.907402933 | 0.192612157 | cdsl | outcome | |||
RNN-ta | 4 | 0.674853981 | 0.924678743 | 0.917286634 | 0.410961923 | cdsl | outcome | |||
RNN-ta | 5 | 0.642370343 | 0.898773849 | 0.917223632 | 0.274761296 | cdsl | outcome | |||
RNN-ta | 6 | 0.556860745 | 0.8952142 | 0.901790023 | 0.10960371 | cdsl | outcome | |||
RNN-ta | 7 | 0.57543087 | 0.868663967 | 0.899563313 | 0.147248795 | cdsl | outcome | |||
RNN-ta | 8 | 0.579449117 | 0.869364917 | 0.894753933 | 0.177652749 | cdsl | outcome | |||
RNN-ta | 9 | 0.586954951 | 0.878753841 | 0.883939147 | 0.26892891 | cdsl | outcome | |||
GRU-ta | 0 | 0.614764452 | 0.887205541 | 0.911857545 | 0.354658986 | cdsl | outcome | |||
GRU-ta | 1 | 0.45043388 | 0.828942776 | 0.880520105 | 0.155634286 | cdsl | outcome | |||
GRU-ta | 2 | 0.579793096 | 0.887100518 | 0.901448369 | 0.178745255 | cdsl | outcome | |||
GRU-ta | 3 | 0.5965662 | 0.878211319 | 0.909340441 | 0.204262266 | cdsl | outcome | |||
GRU-ta | 4 | 0.66059494 | 0.919692278 | 0.915526748 | 0.389014361 | cdsl | outcome | |||
GRU-ta | 5 | 0.558650792 | 0.857586384 | 0.90814054 | 0.216108111 | cdsl | outcome | |||
GRU-ta | 6 | 0.560944498 | 0.912923694 | 0.902988672 | 0.241972877 | cdsl | outcome | |||
GRU-ta | 7 | 0.587915778 | 0.883363724 | 0.902776659 | 0.142020935 | cdsl | outcome | |||
GRU-ta | 8 | 0.571090579 | 0.862355113 | 0.895159304 | 0.26380265 | cdsl | outcome | |||
GRU-ta | 9 | 0.594596744 | 0.880821764 | 0.887066782 | 0.207756498 | cdsl | outcome | |||
TCN-ta | 0 | 0.639284015 | 0.882551074 | 0.910319686 | 0.33666503 | cdsl | outcome | |||
TCN-ta | 1 | 0.477237314 | 0.831452847 | 0.893443286 | 0.043766876 | cdsl | outcome | |||
TCN-ta | 2 | 0.552746296 | 0.886416376 | 0.899795353 | 0.114047214 | cdsl | outcome | |||
TCN-ta | 3 | 0.551496804 | 0.844422102 | 0.900137246 | 0.251392252 | cdsl | outcome | |||
TCN-ta | 4 | 0.683812499 | 0.919446111 | 0.917526603 | 0.357770232 | cdsl | outcome | |||
TCN-ta | 5 | 0.59328711 | 0.870276928 | 0.908311903 | 0.004084774 | cdsl | outcome | |||
TCN-ta | 6 | 0.56065166 | 0.904633403 | 0.899632394 | 0.255576033 | cdsl | outcome | |||
TCN-ta | 7 | 0.537502408 | 0.882766366 | 0.895855665 | 0.175479243 | cdsl | outcome | |||
TCN-ta | 8 | 0.569378018 | 0.86384058 | 0.888267279 | 0.272129407 | cdsl | outcome | |||
TCN-ta | 9 | 0.605663538 | 0.873048246 | 0.891716003 | 0.34857458 | cdsl | outcome | |||
StageNet-ta | 0 | 0.581416726 | 0.870450556 | 0.913800061 | 0.303932307 | cdsl | outcome | |||
StageNet-ta | 1 | 0.453054845 | 0.817590952 | 0.880361557 | 0.055305505 | cdsl | outcome | |||
StageNet-ta | 2 | 0.567314982 | 0.888468266 | 0.900110185 | 0.257413182 | cdsl | outcome | |||
StageNet-ta | 3 | 0.571860194 | 0.86538291 | 0.907645106 | 0.299316563 | cdsl | outcome | |||
StageNet-ta | 4 | 0.65722537 | 0.923643231 | 0.91520679 | 0.399844381 | cdsl | outcome | |||
StageNet-ta | 5 | 0.654865503 | 0.892152727 | 0.919622958 | 0.252568199 | cdsl | outcome | |||
StageNet-ta | 6 | 0.500721872 | 0.907021403 | 0.896036446 | 0.149628379 | cdsl | outcome | |||
StageNet-ta | 7 | 0.609122396 | 0.888331056 | 0.902199864 | 0.284915793 | cdsl | outcome | |||
StageNet-ta | 8 | 0.592621803 | 0.87828517 | 0.895078242 | 0.232737444 | cdsl | outcome | |||
StageNet-ta | 9 | 0.631117344 | 0.88621068 | 0.899408281 | 0.218856657 | cdsl | outcome | |||
RETAIN-ta | 0 | 0.982938349 | 0.988671839 | 0.913294792 | 0.715307046 | tjh | outcome | |||
RETAIN-ta | 1 | 0.987531245 | 0.991678417 | 0.944444418 | 0.876396875 | tjh | outcome | |||
RETAIN-ta | 2 | 0.929016232 | 0.982530475 | 0.942857146 | 0.750746253 | tjh | outcome | |||
RETAIN-ta | 3 | 0.968883812 | 0.977453113 | 0.91390729 | 0.771197581 | tjh | outcome | |||
RETAIN-ta | 4 | 0.962862134 | 0.976680875 | 0.915254235 | 0.921143354 | tjh | outcome | |||
RETAIN-ta | 5 | 0.938237965 | 0.952457666 | 0.897142828 | 0.930100796 | tjh | outcome | |||
RETAIN-ta | 6 | 0.942280948 | 0.9757725 | 0.960784316 | 0.881755984 | tjh | outcome | |||
RETAIN-ta | 7 | 0.998619735 | 0.999199569 | 0.98901099 | 0.97219836 | tjh | outcome | |||
RETAIN-ta | 8 | 0.954318762 | 0.983466983 | 0.95348835 | 0.857302986 | tjh | outcome | |||
RETAIN-ta | 9 | 0.934797168 | 0.953808308 | 0.903614461 | 0.608516648 | tjh | outcome | |||
RETAIN-ta | 0 | 0.628077209 | 0.875784099 | 0.91558075 | 0.145603581 | cdsl | outcome | |||
RETAIN-ta | 1 | 0.462782681 | 0.820916057 | 0.887417734 | 0.012506196 | cdsl | outcome | |||
RETAIN-ta | 2 | 0.534160912 | 0.870688558 | 0.898142338 | 0.003772417 | cdsl | outcome | |||
RETAIN-ta | 3 | 0.545194447 | 0.853467882 | 0.906353414 | 0.149365541 | cdsl | outcome | |||
RETAIN-ta | 4 | 0.62558651 | 0.898953378 | 0.916966617 | 0.222538744 | cdsl | outcome | |||
RETAIN-ta | 5 | 0.472334772 | 0.806294799 | 0.900771201 | 0.068484386 | cdsl | outcome | |||
RETAIN-ta | 6 | 0.449794888 | 0.839900017 | 0.891641378 | 0.001214464 | cdsl | outcome | |||
RETAIN-ta | 7 | 0.598897338 | 0.875127435 | 0.906731486 | 0.111699343 | cdsl | outcome | |||
RETAIN-ta | 8 | 0.568531394 | 0.863392949 | 0.897186399 | 0.149069556 | cdsl | outcome | |||
RETAIN-ta | 9 | 0.544556081 | 0.838284492 | 0.891124249 | 0.035906583 | cdsl | outcome | |||
Agent-ta | 0 | 0.990423322 | 0.994194329 | 0.93063581 | 0.775880016 | tjh | outcome | |||
Agent-ta | 1 | 0.993395269 | 0.995519102 | 0.966666639 | 0.953648829 | tjh | outcome | |||
Agent-ta | 2 | 0.981201231 | 0.991674185 | 0.948571444 | 0.802788244 | tjh | outcome | |||
Agent-ta | 3 | 0.957727432 | 0.97023809 | 0.927152336 | 0.863692176 | tjh | outcome | |||
Agent-ta | 4 | 0.962185979 | 0.980733454 | 0.915254235 | 0.921143355 | tjh | outcome | |||
Agent-ta | 5 | 0.919202507 | 0.937281787 | 0.834285736 | 0.803893899 | tjh | outcome | |||
Agent-ta | 6 | 0.971518755 | 0.965941012 | 0.934640527 | 0.851615352 | tjh | outcome | |||
Agent-ta | 7 | 0.997179151 | 0.998399317 | 0.961538434 | 0.936814455 | tjh | outcome | |||
Agent-ta | 8 | 0.996706963 | 0.997748733 | 0.970930219 | 0.947064011 | tjh | outcome | |||
Agent-ta | 9 | 0.946228027 | 0.968222797 | 0.873493969 | 0.74468477 | tjh | outcome | |||
Agent-ta | 0 | 0.51869601 | 0.866066992 | 0.901578307 | 0.182043602 | cdsl | outcome | |||
Agent-ta | 1 | 0.38536483 | 0.814814448 | 0.872671068 | 0.091558074 | cdsl | outcome | |||
Agent-ta | 2 | 0.56989938 | 0.892268896 | 0.8980636 | 0.117626998 | cdsl | outcome | |||
Agent-ta | 3 | 0.567360461 | 0.8649804 | 0.900944531 | 0.253863487 | cdsl | outcome | |||
Agent-ta | 4 | 0.659924507 | 0.931754589 | 0.923606098 | 0.396969154 | cdsl | outcome | |||
Agent-ta | 5 | 0.536069274 | 0.855953455 | 0.904027402 | 0.189060274 | cdsl | outcome | |||
Agent-ta | 6 | 0.459740102 | 0.898035824 | 0.890922189 | 0.284526338 | cdsl | outcome | |||
Agent-ta | 7 | 0.544808984 | 0.881467581 | 0.89832741 | 0.179661531 | cdsl | outcome | |||
Agent-ta | 8 | 0.56655395 | 0.866926312 | 0.889159143 | 0.153393064 | cdsl | outcome | |||
Agent-ta | 9 | 0.497499347 | 0.834139884 | 0.880896032 | 0.085897812 | cdsl | outcome | |||
AdaCare-ta | 0 | 0.994201183 | 0.99631834 | 0.959537566 | 0.876834964 | tjh | outcome | |||
AdaCare-ta | 1 | 0.971803308 | 0.973626852 | 0.922222197 | 0.746999855 | tjh | outcome | |||
AdaCare-ta | 2 | 0.974372864 | 0.987659931 | 0.948571444 | 0.778136775 | tjh | outcome | |||
AdaCare-ta | 3 | 0.984104037 | 0.988095224 | 0.933774829 | 0.8004064 | tjh | outcome | |||
AdaCare-ta | 4 | 0.969428241 | 0.979404688 | 0.937853098 | 0.911755659 | tjh | outcome | |||
AdaCare-ta | 5 | 0.96335417 | 0.975288749 | 0.908571422 | 0.881559681 | tjh | outcome | |||
AdaCare-ta | 6 | 0.978817582 | 0.979986012 | 0.921568632 | 0.721778786 | tjh | outcome | |||
AdaCare-ta | 7 | 0.99042654 | 0.995864987 | 0.983516455 | 0.969670939 | tjh | outcome | |||
AdaCare-ta | 8 | 0.987662435 | 0.989587784 | 0.959302306 | 0.838890469 | tjh | outcome | |||
AdaCare-ta | 9 | 0.996607363 | 0.998198152 | 0.97590363 | 0.925107533 | tjh | outcome | |||
AdaCare-ta | 0 | 0.598831296 | 0.866683722 | 0.906758368 | 0.277348272 | cdsl | outcome | |||
AdaCare-ta | 1 | 0.450613558 | 0.830859125 | 0.88908267 | 0.05252314 | cdsl | outcome | |||
AdaCare-ta | 2 | 0.516063452 | 0.87342155 | 0.889798462 | 0.149321179 | cdsl | outcome | |||
AdaCare-ta | 3 | 0.538682401 | 0.852655351 | 0.898038268 | 0.193494741 | cdsl | outcome | |||
AdaCare-ta | 4 | 0.656161606 | 0.911750197 | 0.912247002 | 0.39112286 | cdsl | outcome | |||
AdaCare-ta | 5 | 0.577023447 | 0.861642301 | 0.907712102 | 0.24147165 | cdsl | outcome | |||
AdaCare-ta | 6 | 0.554899096 | 0.885961533 | 0.900990903 | 0.076555018 | cdsl | outcome | |||
AdaCare-ta | 7 | 0.5379287 | 0.867961466 | 0.889264226 | 0.249279209 | cdsl | outcome | |||
AdaCare-ta | 8 | 0.546194911 | 0.861915708 | 0.893294394 | 0.166123394 | cdsl | outcome | |||
AdaCare-ta | 9 | 0.585601032 | 0.886652291 | 0.888841927 | 0.211645605 | cdsl | outcome | |||
MLP-ta | 0 | 0.953209996 | 0.961767197 | 0.907514453 | 0.695116057 | tjh | outcome | |||
MLP-ta | 1 | 0.979587018 | 0.983228743 | 0.933333337 | 0.855152589 | tjh | outcome | |||
MLP-ta | 2 | 0.917052746 | 0.926405013 | 0.897142828 | 0.605576491 | tjh | outcome | |||
MLP-ta | 3 | 0.968257606 | 0.976551175 | 0.91390729 | 0.771197581 | tjh | outcome | |||
MLP-ta | 4 | 0.903574824 | 0.951966524 | 0.881355941 | 0.791593152 | tjh | outcome | |||
MLP-ta | 5 | 0.895461977 | 0.932178378 | 0.868571401 | 0.815543766 | tjh | outcome | |||
MLP-ta | 6 | 0.919590533 | 0.95663619 | 0.915032685 | 0.80292664 | tjh | outcome | |||
MLP-ta | 7 | 0.939534903 | 0.973522723 | 0.912087917 | 0.709346493 | tjh | outcome | |||
MLP-ta | 8 | 0.931525826 | 0.95736599 | 0.924418628 | 0.762938833 | tjh | outcome | |||
MLP-ta | 9 | 0.912786603 | 0.94512701 | 0.861445785 | 0.584687227 | tjh | outcome | |||
MLP-ta | 0 | 0.444546908 | 0.817677021 | 0.895750701 | -0.034426398 | cdsl | outcome | |||
MLP-ta | 1 | 0.441724718 | 0.804243326 | 0.888924122 | -0.010980232 | cdsl | outcome | |||
MLP-ta | 2 | 0.499345481 | 0.871589601 | 0.894442677 | -0.025477034 | cdsl | outcome | |||
MLP-ta | 3 | 0.482996076 | 0.822152555 | 0.898280442 | 0.026951141 | cdsl | outcome | |||
MLP-ta | 4 | 0.502739489 | 0.867592812 | 0.902887762 | -0.041886256 | cdsl | outcome | |||
MLP-ta | 5 | 0.503446579 | 0.83936888 | 0.903598964 | 0.062837035 | cdsl | outcome | |||
MLP-ta | 6 | 0.49318701 | 0.873367548 | 0.891721249 | -0.015179082 | cdsl | outcome | |||
MLP-ta | 7 | 0.455482632 | 0.827507496 | 0.887616396 | 0.01149868 | cdsl | outcome | |||
MLP-ta | 8 | 0.505176961 | 0.832534432 | 0.888510525 | 0.023767886 | cdsl | outcome | |||
MLP-ta | 9 | 0.538007379 | 0.867936373 | 0.886897743 | 0.058106902 | cdsl | outcome | |||
Transformer-ta | 0 | 0.960286796 | 0.971820951 | 0.901734114 | 0.711268849 | tjh | outcome | |||
Transformer-ta | 1 | 0.975648999 | 0.98425293 | 0.933333337 | 0.872534278 | tjh | outcome | |||
Transformer-ta | 2 | 0.875896394 | 0.956883788 | 0.89142859 | 0.676791845 | tjh | outcome | |||
Transformer-ta | 3 | 0.93565464 | 0.953823924 | 0.880794704 | 0.693307396 | tjh | outcome | |||
Transformer-ta | 4 | 0.968531072 | 0.976880193 | 0.915254235 | 0.938041207 | tjh | outcome | |||
Transformer-ta | 5 | 0.967912674 | 0.972334146 | 0.845714271 | 0.860201591 | tjh | outcome | |||
Transformer-ta | 6 | 0.788071573 | 0.932584286 | 0.908496737 | 0.80060813 | tjh | outcome | |||
Transformer-ta | 7 | 1 | 0.99999994 | 0.98901099 | 0.949451564 | tjh | outcome | |||
Transformer-ta | 8 | 0.992260933 | 0.992964685 | 0.982558131 | 0.95166714 | tjh | outcome | |||
Transformer-ta | 9 | 0.921797156 | 0.95954144 | 0.867469907 | 0.618729257 | tjh | outcome | |||
Transformer-ta | 0 | 0.495377839 | 0.853345871 | 0.880857944 | 0.210164809 | cdsl | outcome | |||
Transformer-ta | 1 | 0.3863222 | 0.818806469 | 0.865535557 | -0.099934053 | cdsl | outcome | |||
Transformer-ta | 2 | 0.406667143 | 0.839892089 | 0.871300399 | 0.080868732 | cdsl | outcome | |||
Transformer-ta | 3 | 0.354237467 | 0.82370162 | 0.880439162 | -0.153802063 | cdsl | outcome | |||
Transformer-ta | 4 | 0.477178901 | 0.855656743 | 0.884009302 | 0.04331629 | cdsl | outcome | |||
Transformer-ta | 5 | 0.389433593 | 0.729279101 | 0.872579277 | 0.068880691 | cdsl | outcome | |||
Transformer-ta | 6 | 0.35043627 | 0.834759653 | 0.861674905 | -0.057383744 | cdsl | outcome | |||
Transformer-ta | 7 | 0.387290418 | 0.834212482 | 0.865947127 | 0.016029493 | cdsl | outcome | |||
Transformer-ta | 8 | 0.353910238 | 0.808788896 | 0.862158418 | -0.036841292 | cdsl | outcome | |||
Transformer-ta | 9 | 0.417461157 | 0.83777833 | 0.865595937 | -0.148988045 | cdsl | outcome | |||
LSTM-ta | 0 | 0.973358452 | 0.981733203 | 0.907514453 | 0.676944166 | tjh | outcome | |||
LSTM-ta | 1 | 0.976620913 | 0.980796278 | 0.944444418 | 0.841633497 | tjh | outcome | |||
LSTM-ta | 2 | 0.970828414 | 0.988700569 | 0.948571444 | 0.802788244 | tjh | outcome | |||
LSTM-ta | 3 | 0.974900723 | 0.980158746 | 0.920529783 | 0.817444878 | tjh | outcome | |||
LSTM-ta | 4 | 0.96542263 | 0.97714591 | 0.920903981 | 0.906123041 | tjh | outcome | |||
LSTM-ta | 5 | 0.811908722 | 0.895111442 | 0.845714271 | 0.84272679 | tjh | outcome | |||
LSTM-ta | 6 | 0.974237204 | 0.975948036 | 0.941176474 | 0.874800453 | tjh | outcome | |||
LSTM-ta | 7 | 0.988756239 | 0.990529597 | 0.967032969 | 0.916595081 | tjh | outcome | |||
LSTM-ta | 8 | 0.996799588 | 0.997467279 | 0.988372087 | 0.953968705 | tjh | outcome | |||
LSTM-ta | 9 | 0.907396615 | 0.942014754 | 0.873493969 | 0.74468477 | tjh | outcome | |||
LSTM-ta | 0 | 0.638003469 | 0.882949889 | 0.912019432 | 0.296246446 | cdsl | outcome | |||
LSTM-ta | 1 | 0.41679275 | 0.831257284 | 0.879489422 | 0.067662475 | cdsl | outcome | |||
LSTM-ta | 2 | 0.53969413 | 0.891461551 | 0.899401784 | 0.17804676 | cdsl | outcome | |||
LSTM-ta | 3 | 0.559599757 | 0.860170603 | 0.901025295 | 0.330207003 | cdsl | outcome | |||
LSTM-ta | 4 | 0.689379215 | 0.924534559 | 0.915606737 | 0.471916726 | cdsl | outcome | |||
LSTM-ta | 5 | 0.628473282 | 0.885352969 | 0.913196206 | 0.264754587 | cdsl | outcome | |||
LSTM-ta | 6 | 0.569759011 | 0.894137025 | 0.903627932 | 0.164975529 | cdsl | outcome | |||
LSTM-ta | 7 | 0.559058487 | 0.877698779 | 0.900140047 | 0.15883722 | cdsl | outcome | |||
LSTM-ta | 8 | 0.533218026 | 0.858840644 | 0.890456498 | 0.103512591 | cdsl | outcome | |||
LSTM-ta | 9 | 0.554843068 | 0.869392157 | 0.886559606 | 0.056324394 | cdsl | outcome | |||
GRASP-ta | 0 | 0.967364192 | 0.979467571 | 0.884393036 | 0.705211552 | tjh | outcome | |||
GRASP-ta | 1 | 0.98581785 | 0.990782261 | 0.949999988 | 0.895709864 | tjh | outcome | |||
GRASP-ta | 2 | 0.980248153 | 0.991674066 | 0.948571444 | 0.802788244 | tjh | outcome | |||
GRASP-ta | 3 | 0.946556151 | 0.954184651 | 0.887417197 | 0.761461308 | tjh | outcome | |||
GRASP-ta | 4 | 0.933829665 | 0.959606647 | 0.903954804 | 0.900490424 | tjh | outcome | |||
GRASP-ta | 5 | 0.8987149 | 0.930566728 | 0.857142866 | 0.881559681 | tjh | outcome | |||
GRASP-ta | 6 | 0.974552929 | 0.978581488 | 0.921568632 | 0.784378559 | tjh | outcome | |||
GRASP-ta | 7 | 0.998499334 | 0.999199629 | 0.98901099 | 0.994945156 | tjh | outcome | |||
GRASP-ta | 8 | 0.992930293 | 0.995216012 | 0.947674394 | 0.834287339 | tjh | outcome | |||
GRASP-ta | 9 | 0.937127769 | 0.960524201 | 0.885542154 | 0.720855349 | tjh | outcome | |||
GRASP-ta | 0 | 0.503076851 | 0.839073002 | 0.889599323 | 0.26957199 | cdsl | outcome | |||
GRASP-ta | 1 | 0.400410563 | 0.787987053 | 0.885832071 | -0.046578127 | cdsl | outcome | |||
GRASP-ta | 2 | 0.482821435 | 0.844491363 | 0.893734276 | 0.011455855 | cdsl | outcome | |||
GRASP-ta | 3 | 0.533349276 | 0.835549951 | 0.908290923 | 0.162604301 | cdsl | outcome | |||
GRASP-ta | 4 | 0.68389082 | 0.924985945 | 0.921446264 | 0.429746737 | cdsl | outcome | |||
GRASP-ta | 5 | 0.631786883 | 0.884371042 | 0.915252805 | 0.121787449 | cdsl | outcome | |||
GRASP-ta | 6 | 0.536989748 | 0.869067192 | 0.893958747 | 0.221916943 | cdsl | outcome | |||
GRASP-ta | 7 | 0.555531263 | 0.852956831 | 0.897668302 | 0.222878513 | cdsl | outcome | |||
GRASP-ta | 8 | 0.487648934 | 0.824063718 | 0.88794291 | 0.076530698 | cdsl | outcome | |||
GRASP-ta | 9 | 0.534050941 | 0.828485787 | 0.88605243 | 0.090840219 | cdsl | outcome | |||
MCGRU-ta | 0 | 0.64423275 | 0.882869422 | 0.913719118 | 0.359993877 | cdsl | outcome | |||
MCGRU-ta | 1 | 0.432559907 | 0.80892396 | 0.878538013 | 0.124864611 | cdsl | outcome | |||
MCGRU-ta | 2 | 0.5590325 | 0.884637713 | 0.904439569 | 0.14984505 | cdsl | outcome | |||
MCGRU-ta | 3 | 0.582455099 | 0.865508497 | 0.908856034 | 0.200555413 | cdsl | outcome | |||
MCGRU-ta | 4 | 0.705247045 | 0.927804887 | 0.923766077 | 0.413549627 | cdsl | outcome | |||
MCGRU-ta | 5 | 0.620349824 | 0.898727715 | 0.916538119 | 0.166966253 | cdsl | outcome | |||
MCGRU-ta | 6 | 0.579292774 | 0.912556887 | 0.903148472 | 0.211540177 | cdsl | outcome | |||
MCGRU-ta | 7 | 0.568297744 | 0.871911645 | 0.890664935 | 0.227235063 | cdsl | outcome | |||
MCGRU-ta | 8 | 0.563879251 | 0.861604512 | 0.890375435 | 0.161079301 | cdsl | outcome | |||
MCGRU-ta | 9 | 0.612206578 | 0.881681085 | 0.895181715 | 0.074068445 | cdsl | outcome | |||
MCGRU-ta | 0 | 0.981313348 | 0.987255692 | 0.890173435 | 0.616371198 | tjh | outcome | |||
MCGRU-ta | 1 | 0.986283839 | 0.990526199 | 0.944444418 | 0.859015186 | tjh | outcome | |||
MCGRU-ta | 2 | 0.991647959 | 0.99613446 | 0.959999979 | 0.832917818 | tjh | outcome | |||
MCGRU-ta | 3 | 0.963343978 | 0.971681058 | 0.940397322 | 0.912373542 | tjh | outcome | |||
MCGRU-ta | 4 | 0.955929101 | 0.972761095 | 0.920903981 | 0.939918747 | tjh | outcome | |||
MCGRU-ta | 5 | 0.944623172 | 0.959575593 | 0.868571401 | 0.867968169 | tjh | outcome | |||
MCGRU-ta | 6 | 0.973643959 | 0.969978869 | 0.947712421 | 0.856252373 | tjh | outcome | |||
MCGRU-ta | 7 | 0.992761493 | 0.995864987 | 0.950549424 | 0.863519223 | tjh | outcome | |||
MCGRU-ta | 8 | 0.996617973 | 0.997608006 | 0.976744175 | 0.928651493 | tjh | outcome | |||
MCGRU-ta | 9 | 0.918103933 | 0.95298934 | 0.861445785 | 0.5540494 | tjh | outcome | |||
MCGRU | 0 | 0.981042147 | 0.987114072 | 0.890173435 | 0.616371198 | tjh | outcome | |||
MCGRU | 1 | 0.986052334 | 0.990270138 | 0.944444418 | 0.841633497 | tjh | outcome | |||
MCGRU | 2 | 0.98955822 | 0.995093644 | 0.948571444 | 0.778136775 | tjh | outcome | |||
MCGRU | 3 | 0.964509606 | 0.972041845 | 0.933774829 | 0.888032859 | tjh | outcome | |||
MCGRU | 4 | 0.958706856 | 0.973691106 | 0.915254235 | 0.938041207 | tjh | outcome | |||
MCGRU | 5 | 0.941484511 | 0.956218123 | 0.868571401 | 0.867968169 | tjh | outcome | |||
MCGRU | 6 | 0.974372268 | 0.970505655 | 0.941176474 | 0.853933863 | tjh | outcome | |||
MCGRU | 7 | 0.992551804 | 0.995731652 | 0.956043959 | 0.866046645 | tjh | outcome | |||
MCGRU | 8 | 0.993711829 | 0.995778918 | 0.970930219 | 0.926349928 | tjh | outcome | |||
MCGRU | 9 | 0.918578982 | 0.952825546 | 0.855421662 | 0.520007369 | tjh | outcome | |||
MCGRU | 0 | 0.63497287 | 0.879607975 | 0.912505031 | 0.322830481 | cdsl | outcome | |||
MCGRU | 1 | 0.455395073 | 0.815055668 | 0.881630063 | 0.076500573 | cdsl | outcome | |||
MCGRU | 2 | 0.538587749 | 0.875852466 | 0.897827446 | 0.140939247 | cdsl | outcome | |||
MCGRU | 3 | 0.58951062 | 0.866524935 | 0.909582615 | 0.228356809 | cdsl | outcome | |||
MCGRU | 4 | 0.703033864 | 0.92651695 | 0.924166083 | 0.396777472 | cdsl | outcome | |||
MCGRU | 5 | 0.618345439 | 0.896495461 | 0.914910018 | 0.117824396 | cdsl | outcome | |||
MCGRU | 6 | 0.583809137 | 0.909098625 | 0.909061849 | 0.282346345 | cdsl | outcome | |||
MCGRU | 7 | 0.567449629 | 0.865608394 | 0.901293576 | 0.077718248 | cdsl | outcome | |||
MCGRU | 8 | 0.560504675 | 0.860795617 | 0.890213251 | 0.071566671 | cdsl | outcome | |||
MCGRU | 9 | 0.607179165 | 0.880438864 | 0.893744707 | 0.043522751 | cdsl | outcome | |||
MCGRU | 0 | 4.740905285 | 51.59429932 | tjh | los | |||||
MCGRU | 1 | 4.029402733 | 28.17212105 | tjh | los | |||||
MCGRU | 2 | 4.611194611 | 39.09717178 | tjh | los | |||||
MCGRU | 3 | 4.462106228 | 31.01689911 | tjh | los | |||||
MCGRU | 4 | 5.451156139 | 59.71234894 | tjh | los | |||||
MCGRU | 5 | 4.271461487 | 29.72903824 | tjh | los | |||||
MCGRU | 6 | 5.261277199 | 48.13398361 | tjh | los | |||||
MCGRU | 7 | 3.991479158 | 27.23236084 | tjh | los | |||||
MCGRU | 8 | 4.896373272 | 42.40403748 | tjh | los | |||||
MCGRU | 9 | 5.222815037 | 45.54318619 | tjh | los | |||||
MCGRU | 0 | 3.786638737 | 30.34943008 | cdsl | los | |||||
MCGRU | 1 | 3.995914698 | 33.08922195 | cdsl | los | |||||
MCGRU | 2 | 4.045980453 | 39.41627502 | cdsl | los | |||||
MCGRU | 3 | 3.910581112 | 34.29587555 | cdsl | los | |||||
MCGRU | 4 | 3.595523834 | 25.16140175 | cdsl | los | |||||
MCGRU | 5 | 3.599854708 | 24.13673592 | cdsl | los | |||||
MCGRU | 6 | 3.72035265 | 26.1654129 | cdsl | los | |||||
MCGRU | 7 | 3.889252901 | 33.16154861 | cdsl | los | |||||
MCGRU | 8 | 3.939702511 | 31.09541512 | cdsl | los | |||||
MCGRU | 9 | 3.595302582 | 24.74222374 | cdsl | los | |||||
MCGRU | 0 | 0.986135721 | 0.990370989 | 0.901734114 | 0.656753177 | 4.436481953 | 47.38220215 | 6.105137825 | tjh | multitask |
MCGRU | 1 | 0.989324033 | 0.992830634 | 0.955555558 | 0.880259473 | 3.950436354 | 27.50737 | 4.119591713 | tjh | multitask |
MCGRU | 2 | 0.989002645 | 0.994647622 | 0.942857146 | 0.750746253 | 4.417488098 | 37.43732834 | 3.772097588 | tjh | multitask |
MCGRU | 3 | 0.964152455 | 0.972402573 | 0.940397322 | 0.912373542 | 4.186853886 | 29.17359543 | 4.902529716 | tjh | multitask |
MCGRU | 4 | 0.963686883 | 0.977013111 | 0.926553667 | 0.941796286 | 5.476111412 | 60.36433411 | 4.134365559 | tjh | multitask |
MCGRU | 5 | 0.950490117 | 0.961590111 | 0.879999995 | 0.88932626 | 4.891524792 | 37.86341095 | 6.40933609 | tjh | multitask |
MCGRU | 6 | 0.972438872 | 0.970505655 | 0.934640527 | 0.830748762 | 5.017235756 | 49.11374283 | 5.107066154 | tjh | multitask |
MCGRU | 7 | 0.99026227 | 0.994397819 | 0.961538434 | 0.823080474 | 3.898478985 | 26.86088371 | 4.479820728 | tjh | multitask |
MCGRU | 8 | 0.983141541 | 0.989306271 | 0.947674394 | 0.875715503 | 5.285408974 | 44.15747452 | 5.491537571 | tjh | multitask |
MCGRU | 9 | 0.895491481 | 0.939394057 | 0.843373477 | 0.513198963 | 5.116899967 | 44.31565475 | 8.214688301 | tjh | multitask |
MCGRU | 0 | 0.643286169 | 0.880059958 | 0.915661693 | 0.307639604 | 3.741317511 | 27.58312225 | 4.236284256 | cdsl | multitask |
MCGRU | 1 | 0.468061596 | 0.822511077 | 0.890589058 | 0.002522418 | 3.857938528 | 29.74100876 | 4.295276408 | cdsl | multitask |
MCGRU | 2 | 0.514813423 | 0.872468472 | 0.894206524 | 0.105490658 | 4.004936695 | 36.64923477 | 4.606794916 | cdsl | multitask |
MCGRU | 3 | 0.586075008 | 0.866938114 | 0.902397692 | 0.270544324 | 3.913942575 | 31.98850822 | 4.279404769 | cdsl | multitask |
MCGRU | 4 | 0.70511657 | 0.929533064 | 0.910967112 | 0.501723241 | 3.795459509 | 26.35116196 | 4.345502142 | cdsl | multitask |
MCGRU | 5 | 0.557968736 | 0.876829326 | 0.900685489 | -0.101926895 | 3.760512352 | 24.6261158 | 4.840231895 | cdsl | multitask |
MCGRU | 6 | 0.563035369 | 0.905098736 | 0.904746711 | 0.202297007 | 3.858180761 | 28.42800522 | 4.628145695 | cdsl | multitask |
MCGRU | 7 | 0.617393732 | 0.888648272 | 0.904589295 | 0.180794235 | 3.793312788 | 33.02188492 | 4.12239933 | cdsl | multitask |
MCGRU | 8 | 0.565780759 | 0.864124775 | 0.891348422 | 0.171407681 | 4.053509712 | 29.10373116 | 4.71429383 | cdsl | multitask |
MCGRU | 9 | 0.602930069 | 0.890427351 | 0.894505501 | 0.159466753 | 3.70255208 | 24.05275345 | 4.531900906 | cdsl | multitask |
RF | 0 | 0.967583776 | 0.974936306 | 0.913294792 | 0.733478937 | 4.545249462 | 43.21392059 | 5.530481185 | tjh | twostage |
RF | 1 | 0.984162688 | 0.988669872 | 0.922222197 | 0.8339083 | 4.633568287 | 41.42276764 | 5.216679716 | tjh | twostage |
RF | 2 | 0.978785157 | 0.988849223 | 0.925714314 | 0.668574689 | 4.626158237 | 38.07458878 | 4.987659334 | tjh | twostage |
RF | 3 | 0.96057117 | 0.970598817 | 0.874172211 | 0.625153484 | 4.522266865 | 35.28681946 | 7.376315245 | tjh | twostage |
RF | 4 | 0.926221788 | 0.941203892 | 0.858757079 | 0.733389437 | 5.681367397 | 57.3731575 | 5.748504975 | tjh | twostage |
RF | 5 | 0.920649767 | 0.941646457 | 0.862857163 | 0.778652519 | 4.688320637 | 34.44761276 | 7.197056294 | tjh | twostage |
RF | 6 | 0.979042232 | 0.978142619 | 0.934640527 | 0.809882171 | 4.86075592 | 42.09027481 | 5.313339536 | tjh | twostage |
RF | 7 | 0.95593822 | 0.970121324 | 0.917582393 | 0.757367507 | 3.966300488 | 25.39056015 | 6.208070792 | tjh | twostage |
RF | 8 | 0.972642958 | 0.978471994 | 0.930232584 | 0.785954479 | 5.096834183 | 41.69402313 | 6.065771908 | tjh | twostage |
RF | 9 | 0.910146058 | 0.925061464 | 0.885542154 | 0.537028385 | 5.650357246 | 50.45370102 | 7.803279053 | tjh | twostage |
DT | 0 | 0.855837524 | 0.90795815 | 0.895953774 | 0.691077859 | 5.209064007 | 61.05049515 | 6.492235583 | tjh | twostage |
DT | 1 | 0.832883 | 0.878440678 | 0.905555546 | 0.828114405 | 5.158798695 | 57.66408539 | 5.519089596 | tjh | twostage |
DT | 2 | 0.80746448 | 0.824635744 | 0.908571422 | 0.660357533 | 5.002631664 | 47.31674194 | 5.354138962 | tjh | twostage |
DT | 3 | 0.773000479 | 0.864899039 | 0.854304612 | 0.705477737 | 4.482070446 | 37.81745529 | 7.903985783 | tjh | twostage |
DT | 4 | 0.778327763 | 0.872707963 | 0.847457647 | 0.746532211 | 5.737615108 | 66.87770081 | 5.916011545 | tjh | twostage |
DT | 5 | 0.775224805 | 0.87798816 | 0.857142866 | 0.759236073 | 4.810988426 | 42.60840225 | 7.290958178 | tjh | twostage |
DT | 6 | 0.861555278 | 0.899666488 | 0.882352948 | 0.666134544 | 5.037967682 | 49.77512741 | 6.616247163 | tjh | twostage |
DT | 7 | 0.834090769 | 0.896958828 | 0.846153855 | 0.565283452 | 4.066633701 | 26.41828537 | 8.598723254 | tjh | twostage |
DT | 8 | 0.89563036 | 0.925847769 | 0.906976759 | 0.735320055 | 5.528930187 | 57.35066986 | 7.073520706 | tjh | twostage |
DT | 9 | 0.63406533 | 0.791809976 | 0.801204801 | 0.428093887 | 5.693010807 | 54.76504135 | 9.422242119 | tjh | twostage |
GBDT | 0 | 0.964714527 | 0.974794686 | 0.924855471 | 0.792032807 | 4.555773735 | 45.19124222 | 4.961944926 | tjh | twostage |
GBDT | 1 | 0.978407025 | 0.982780695 | 0.927777767 | 0.85322129 | 4.772122383 | 44.56544495 | 5.341019356 | tjh | twostage |
GBDT | 2 | 0.979853094 | 0.982753575 | 0.925714314 | 0.668574689 | 4.370400906 | 36.1048851 | 4.757736599 | tjh | twostage |
GBDT | 3 | 0.953250885 | 0.964105368 | 0.880794704 | 0.71521401 | 4.277245522 | 34.25505447 | 6.716673082 | tjh | twostage |
GBDT | 4 | 0.939410925 | 0.956683397 | 0.87005651 | 0.821633779 | 5.557686329 | 58.48652649 | 5.40596904 | tjh | twostage |
GBDT | 5 | 0.876727819 | 0.924926102 | 0.879999995 | 0.819427055 | 4.767739773 | 39.04634476 | 6.85680346 | tjh | twostage |
GBDT | 6 | 0.975817919 | 0.975947976 | 0.928104579 | 0.78669707 | 4.853748322 | 41.99645615 | 5.509383572 | tjh | twostage |
GBDT | 7 | 0.959139287 | 0.97358942 | 0.906593382 | 0.706819072 | 4.034172535 | 24.96211815 | 6.616279743 | tjh | twostage |
GBDT | 8 | 0.980250239 | 0.984944403 | 0.924418628 | 0.825081079 | 5.008050919 | 41.65334702 | 6.068003062 | tjh | twostage |
GBDT | 9 | 0.905085146 | 0.92063874 | 0.879518092 | 0.656175491 | 5.6883955 | 54.00627136 | 6.921794099 | tjh | twostage |
XGBoost | 0 | 0.975467026 | 0.982016385 | 0.919075131 | 0.771841818 | 4.674691677 | 45.67531586 | 5.525486946 | tjh | twostage |
XGBoost | 1 | 0.977466524 | 0.980732322 | 0.927777767 | 0.870602979 | 4.486829281 | 40.9770546 | 5.011741161 | tjh | twostage |
XGBoost | 2 | 0.980892897 | 0.986321807 | 0.920000017 | 0.616532698 | 4.463252068 | 38.17000961 | 4.86619854 | tjh | twostage |
XGBoost | 3 | 0.955676913 | 0.965367973 | 0.907284796 | 0.768763513 | 4.225462914 | 33.07106781 | 5.831907749 | tjh | twostage |
XGBoost | 4 | 0.954990983 | 0.969040632 | 0.898305058 | 0.864817179 | 5.5608325 | 57.0177002 | 4.72461462 | tjh | twostage |
XGBoost | 5 | 0.913972735 | 0.942788124 | 0.879999995 | 0.836901856 | 4.814732075 | 39.03800583 | 6.539566994 | tjh | twostage |
XGBoost | 6 | 0.973664224 | 0.973138988 | 0.934640527 | 0.789015581 | 4.628807545 | 39.53591537 | 5.163693905 | tjh | twostage |
XGBoost | 7 | 0.956497133 | 0.973189294 | 0.901098907 | 0.70429165 | 4.046101093 | 25.77718353 | 6.858073235 | tjh | twostage |
XGBoost | 8 | 0.985534787 | 0.989165604 | 0.936046541 | 0.829684209 | 5.078914642 | 42.3959465 | 5.664055824 | tjh | twostage |
XGBoost | 9 | 0.8960917 | 0.922440529 | 0.867469907 | 0.58809143 | 5.773147106 | 55.97088623 | 7.479041576 | tjh | twostage |
CatBoost | 0 | 0.976843238 | 0.982441247 | 0.913294792 | 0.715307047 | 4.502919674 | 43.28901291 | 5.450589393 | tjh | twostage |
CatBoost | 1 | 0.985954762 | 0.988925815 | 0.944444418 | 0.841633496 | 4.374326706 | 39.49253082 | 4.587712951 | tjh | twostage |
CatBoost | 2 | 0.980364859 | 0.986470401 | 0.925714314 | 0.668574689 | 4.516298294 | 35.9248085 | 4.8589685 | tjh | twostage |
CatBoost | 3 | 0.961502552 | 0.974927902 | 0.91390729 | 0.771197581 | 4.273671627 | 31.9336834 | 5.585522608 | tjh | twostage |
CatBoost | 4 | 0.945757687 | 0.961134791 | 0.875706196 | 0.789715612 | 5.62883234 | 56.6697464 | 5.184658862 | tjh | twostage |
CatBoost | 5 | 0.925143957 | 0.948697269 | 0.879999995 | 0.836901856 | 4.4670434 | 31.10046387 | 6.359061168 | tjh | twostage |
CatBoost | 6 | 0.972823143 | 0.97498244 | 0.941176474 | 0.833067272 | 4.874778271 | 44.89473724 | 5.09959165 | tjh | twostage |
CatBoost | 7 | 0.962451696 | 0.976924121 | 0.906593382 | 0.684072276 | 3.997709274 | 25.07202911 | 6.521134379 | tjh | twostage |
CatBoost | 8 | 0.980632246 | 0.985647976 | 0.930232584 | 0.785954479 | 4.997548103 | 40.31788254 | 6.022995767 | tjh | twostage |
CatBoost | 9 | 0.907565773 | 0.933742821 | 0.879518092 | 0.564262009 | 5.495298862 | 48.45897675 | 7.335425044 | tjh | twostage |
MLP | 0 | 0.966533601 | 0.976777077 | 0.907514453 | 0.713287947 | 5.117321491 | 52.14683533 | 6.29581213 | tjh | twostage |
MLP | 1 | 0.964971364 | 0.969658256 | 0.916666687 | 0.814595313 | 4.710276127 | 38.64788055 | 5.651529789 | tjh | twostage |
MLP | 2 | 0.965772867 | 0.970413327 | 0.931428552 | 0.695965211 | 5.041789532 | 50.24335861 | 5.021628857 | tjh | twostage |
MLP | 3 | 0.967435896 | 0.97582972 | 0.907284796 | 0.746856898 | 4.667048454 | 36.10883331 | 6.959203243 | tjh | twostage |
MLP | 4 | 0.93263793 | 0.946717978 | 0.881355941 | 0.740899593 | 5.881866932 | 60.25375366 | 5.51001358 | tjh | twostage |
MLP | 5 | 0.895637155 | 0.934058547 | 0.851428568 | 0.77476923 | 4.923348904 | 37.09729767 | 7.623615265 | tjh | twostage |
MLP | 6 | 0.918251872 | 0.957162976 | 0.921568632 | 0.805245151 | 5.242996693 | 56.13678741 | 5.757596493 | tjh | twostage |
MLP | 7 | 0.937836826 | 0.972722352 | 0.912087917 | 0.709346493 | 4.262665749 | 29.395998 | 6.41039753 | tjh | twostage |
MLP | 8 | 0.93120116 | 0.956170022 | 0.924418628 | 0.762938833 | 5.237204075 | 50.85947037 | 6.099437714 | tjh | twostage |
MLP | 9 | 0.897553742 | 0.93579036 | 0.861445785 | 0.523411572 | 5.68383503 | 61.20238876 | 8.091144562 | tjh | twostage |
GRU | 0 | 0.983364522 | 0.989946246 | 0.884393036 | 0.614352098 | 4.119437695 | 37.37353134 | 6.608676434 | tjh | twostage |
GRU | 1 | 0.988713205 | 0.99219048 | 0.949999988 | 0.860946485 | 4.374666214 | 33.54853439 | 4.479621887 | tjh | twostage |
GRU | 2 | 0.96152395 | 0.978739262 | 0.89142859 | 0.553534499 | 4.086186409 | 30.78133583 | 5.317726135 | tjh | twostage |
GRU | 3 | 0.941264153 | 0.945887446 | 0.867549658 | 0.622719416 | 3.90432477 | 26.53364372 | 6.925084591 | tjh | twostage |
GRU | 4 | 0.950743854 | 0.974355519 | 0.943502843 | 0.964326756 | 5.332283497 | 55.94213867 | 3.393898726 | tjh | twostage |
GRU | 5 | 0.894459128 | 0.934595704 | 0.862857163 | 0.866026525 | 4.162412643 | 26.63530159 | 6.53418541 | tjh | twostage |
GRU | 6 | 0.979600787 | 0.983497143 | 0.908496737 | 0.696275175 | 4.81896162 | 43.07015991 | 5.732264519 | tjh | twostage |
GRU | 7 | 0.994486928 | 0.99719882 | 0.972527444 | 0.964616095 | 3.565297604 | 24.85786438 | 3.492634296 | tjh | twostage |
GRU | 8 | 0.995132148 | 0.996060193 | 0.976744175 | 0.928651493 | 4.351317883 | 30.88341522 | 3.868308544 | tjh | twostage |
GRU | 9 | 0.943565667 | 0.966257274 | 0.903614461 | 0.761705786 | 4.538956642 | 41.34786987 | 5.278223038 | tjh | twostage |
RNN | 0 | 0.961054504 | 0.973378718 | 0.878612697 | 0.594161109 | 4.508365631 | 47.56709671 | 6.895187378 | tjh | twostage |
RNN | 1 | 0.987602174 | 0.991422355 | 0.938888907 | 0.839702198 | 4.129576206 | 31.03526115 | 4.73763895 | tjh | twostage |
RNN | 2 | 0.965771675 | 0.983794212 | 0.925714314 | 0.767180566 | 4.585385799 | 41.38151169 | 4.565734386 | tjh | twostage |
RNN | 3 | 0.954515994 | 0.961940825 | 0.880794704 | 0.649494167 | 4.201852798 | 31.09637833 | 7.110471249 | tjh | twostage |
RNN | 4 | 0.959641814 | 0.97515285 | 0.909604549 | 0.902367963 | 5.505888939 | 59.9201088 | 4.404093266 | tjh | twostage |
RNN | 5 | 0.881154478 | 0.923717499 | 0.834285736 | 0.8213687 | 4.345656395 | 33.02704239 | 7.042935371 | tjh | twostage |
RNN | 6 | 0.981457889 | 0.985077262 | 0.908496737 | 0.717141766 | 4.536705494 | 41.77924728 | 5.738873482 | tjh | twostage |
RNN | 7 | 0.997867703 | 0.998799503 | 0.983516455 | 0.946924142 | 3.906980991 | 25.78838348 | 3.465863228 | tjh | twostage |
RNN | 8 | 0.984995723 | 0.989728451 | 0.941860437 | 0.873413939 | 4.78728199 | 40.85012054 | 4.912277699 | tjh | twostage |
RNN | 9 | 0.928760111 | 0.957903385 | 0.885542154 | 0.720855349 | 5.157550335 | 45.77127075 | 6.561226368 | tjh | twostage |
LSTM | 0 | 0.973699689 | 0.982299566 | 0.907514453 | 0.676944166 | 4.64800787 | 45.84033585 | 6.16401577 | tjh | twostage |
LSTM | 1 | 0.990857005 | 0.993598759 | 0.949999988 | 0.913091554 | 3.982717276 | 27.13524246 | 4.218332291 | tjh | twostage |
LSTM | 2 | 0.974853992 | 0.989443898 | 0.931428552 | 0.720616679 | 4.256301403 | 32.65361404 | 3.721167803 | tjh | twostage |
LSTM | 3 | 0.976928651 | 0.981601775 | 0.933774829 | 0.84421963 | 3.750746489 | 22.95224762 | 4.823101997 | tjh | twostage |
LSTM | 4 | 0.941768885 | 0.965585947 | 0.920903981 | 0.939918747 | 5.645769119 | 64.11526489 | 4.320586205 | tjh | twostage |
LSTM | 5 | 0.74514699 | 0.878391087 | 0.839999974 | 0.823310344 | 4.35432148 | 32.53208923 | 6.979137897 | tjh | twostage |
LSTM | 6 | 0.977301776 | 0.978054762 | 0.921568632 | 0.867844923 | 4.96961689 | 44.74046326 | 5.388055325 | tjh | twostage |
LSTM | 7 | 0.998511672 | 0.999199748 | 0.98901099 | 0.994945156 | 3.579945087 | 23.71055031 | 3.007597923 | tjh | twostage |
LSTM | 8 | 0.996466815 | 0.997185826 | 0.988372087 | 0.953968705 | 4.835509777 | 35.79536438 | 3.859792948 | tjh | twostage |
LSTM | 9 | 0.906962037 | 0.942833781 | 0.873493969 | 0.74468477 | 4.856010914 | 44.3117981 | 6.364507198 | tjh | twostage |
TCN | 0 | 0.960984349 | 0.96799773 | 0.878612697 | 0.575989218 | 4.310527325 | 40.80276489 | 6.843103886 | tjh | twostage |
TCN | 1 | 0.988392055 | 0.992062569 | 0.944444418 | 0.841633496 | 4.183243275 | 32.42588043 | 4.822562695 | tjh | twostage |
TCN | 2 | 0.897408545 | 0.948409081 | 0.897142828 | 0.630227958 | 4.560779095 | 43.56910706 | 5.353734493 | tjh | twostage |
TCN | 3 | 0.930844188 | 0.939754665 | 0.867549658 | 0.64462603 | 4.350028992 | 28.74204445 | 7.507695198 | tjh | twostage |
TCN | 4 | 0.817837179 | 0.940340161 | 0.892655373 | 0.846041788 | 5.854065418 | 66.69368744 | 5.016644955 | tjh | twostage |
TCN | 5 | 0.94530189 | 0.962127268 | 0.885714293 | 0.926217507 | 4.291566849 | 30.07155991 | 5.899485111 | tjh | twostage |
TCN | 6 | 0.948993623 | 0.949087024 | 0.915032685 | 0.719460276 | 5.010458946 | 49.0753212 | 5.88565588 | tjh | twostage |
TCN | 7 | 0.886794984 | 0.976657271 | 0.906593382 | 0.615831887 | 3.960792065 | 33.15104675 | 6.315872192 | tjh | twostage |
TCN | 8 | 0.973220229 | 0.986070037 | 0.959302306 | 0.921746799 | 5.143737316 | 45.4794426 | 4.606356621 | tjh | twostage |
TCN | 9 | 0.962649643 | 0.976412833 | 0.927710831 | 0.74468477 | 5.270015717 | 62.91672134 | 5.431258202 | tjh | twostage |
Transformer | 0 | 0.96194613 | 0.973095477 | 0.890173435 | 0.670886869 | 4.977617264 | 49.94842911 | 6.297971725 | tjh | twostage |
Transformer | 1 | 0.976796687 | 0.985021174 | 0.938888907 | 0.909228955 | 4.094143391 | 31.47606659 | 4.552295685 | tjh | twostage |
Transformer | 2 | 0.842676461 | 0.949152529 | 0.89142859 | 0.676791845 | 5.054273129 | 45.01930618 | 5.563579082 | tjh | twostage |
Transformer | 3 | 0.923790514 | 0.944083691 | 0.841059625 | 0.634889758 | 4.81441927 | 38.59570694 | 9.044181824 | tjh | twostage |
Transformer | 4 | 0.969775558 | 0.977943063 | 0.909604549 | 0.919265816 | 5.671036243 | 55.96165848 | 4.627275944 | tjh | twostage |
Transformer | 5 | 0.964852214 | 0.97005105 | 0.845714271 | 0.860201591 | 5.315774441 | 45.9543457 | 7.597335339 | tjh | twostage |
Transformer | 6 | 0.793591857 | 0.935217679 | 0.90196079 | 0.777423029 | 5.015103817 | 46.23942184 | 6.492322445 | tjh | twostage |
Transformer | 7 | 0.9995116 | 0.99973321 | 0.978021979 | 0.898903128 | 4.767151356 | 34.54559708 | 4.22840023 | tjh | twostage |
Transformer | 8 | 0.991594791 | 0.992261231 | 0.982558131 | 0.95166714 | 5.366858006 | 45.13053131 | 4.222704411 | tjh | twostage |
Transformer | 9 | 0.921967149 | 0.95954138 | 0.873493969 | 0.62213346 | 5.285623074 | 45.90095139 | 7.021296978 | tjh | twostage |
AdaCare | 0 | 0.992280066 | 0.995043874 | 0.947976887 | 0.836452984 | 4.535038471 | 48.37457275 | 4.465829372 | tjh | twostage |
AdaCare | 1 | 0.970929682 | 0.974267066 | 0.899999976 | 0.669747902 | 3.835950136 | 30.04399109 | 6.182066441 | tjh | twostage |
AdaCare | 2 | 0.966641247 | 0.981564045 | 0.931428552 | 0.69596521 | 4.596055508 | 42.51978683 | 4.951653957 | tjh | twostage |
AdaCare | 3 | 0.984676003 | 0.988095224 | 0.933774829 | 0.8004064 | 4.303921223 | 31.09855461 | 5.237695217 | tjh | twostage |
AdaCare | 4 | 0.967427552 | 0.978075981 | 0.932203412 | 0.892980267 | 5.664178371 | 59.69414902 | 4.152935982 | tjh | twostage |
AdaCare | 5 | 0.965587497 | 0.976363182 | 0.908571422 | 0.86408488 | 4.117729664 | 28.58600235 | 5.653554916 | tjh | twostage |
AdaCare | 6 | 0.984071493 | 0.985428333 | 0.915032685 | 0.698593685 | 4.82144022 | 45.92612457 | 5.649773121 | tjh | twostage |
AdaCare | 7 | 0.97430557 | 0.988395274 | 0.945054948 | 0.815498209 | 3.740203619 | 23.59212685 | 4.661443233 | tjh | twostage |
AdaCare | 8 | 0.98529458 | 0.987758577 | 0.941860437 | 0.769843527 | 4.578924179 | 37.97480011 | 5.107153416 | tjh | twostage |
AdaCare | 9 | 0.994683921 | 0.99721539 | 0.963855445 | 0.795747816 | 5.34052515 | 48.8818779 | 4.746977329 | tjh | twostage |
Agent | 0 | 0.98735404 | 0.991787136 | 0.919075131 | 0.735498036 | 4.654335499 | 46.28959274 | 5.685616016 | tjh | twostage |
Agent | 1 | 0.99047935 | 0.993470788 | 0.961111128 | 0.95171753 | 4.201004505 | 32.34451675 | 4.080069065 | tjh | twostage |
Agent | 2 | 0.988106012 | 0.994052947 | 0.948571444 | 0.802788245 | 4.078160763 | 36.04013824 | 3.619005919 | tjh | twostage |
Agent | 3 | 0.953359962 | 0.967352092 | 0.91390729 | 0.81501081 | 4.624304771 | 35.71136856 | 6.264433861 | tjh | twostage |
Agent | 4 | 0.978191495 | 0.985051751 | 0.915254235 | 0.921143355 | 5.785040379 | 67.78616333 | 4.319116592 | tjh | twostage |
Agent | 5 | 0.928052545 | 0.947488546 | 0.868571401 | 0.867968169 | 4.449565411 | 33.00724792 | 6.455034733 | tjh | twostage |
Agent | 6 | 0.969937861 | 0.964009821 | 0.928104579 | 0.828430251 | 4.920733452 | 44.53849411 | 5.568246841 | tjh | twostage |
Agent | 7 | 0.99717921 | 0.998399317 | 0.978021979 | 0.944396721 | 3.671377897 | 24.87831688 | 3.528873205 | tjh | twostage |
Agent | 8 | 0.996103048 | 0.997185826 | 0.970930219 | 0.947064011 | 4.623202801 | 37.02927017 | 3.922723055 | tjh | twostage |
Agent | 9 | 0.941790342 | 0.966421008 | 0.879518092 | 0.778726801 | 5.055279732 | 50.83600235 | 5.826596737 | tjh | twostage |
GRASP | 0 | 0.963865459 | 0.976210654 | 0.878612697 | 0.685020562 | 4.316066742 | 44.73935318 | 6.520447254 | tjh | twostage |
GRASP | 1 | 0.978742242 | 0.985021114 | 0.922222197 | 0.88605337 | 4.539310932 | 36.68165207 | 5.496085167 | tjh | twostage |
GRASP | 2 | 0.973932564 | 0.989741266 | 0.937142849 | 0.748007201 | 4.710404396 | 46.81483078 | 4.21191597 | tjh | twostage |
GRASP | 3 | 0.950922787 | 0.959054828 | 0.89403975 | 0.763895377 | 4.233065128 | 29.32235336 | 6.23185873 | tjh | twostage |
GRASP | 4 | 0.944506526 | 0.965054512 | 0.892655373 | 0.846041788 | 5.477390289 | 63.08556366 | 4.927473545 | tjh | twostage |
GRASP | 5 | 0.888926029 | 0.919957042 | 0.834285736 | 0.873793103 | 4.309092999 | 32.64391327 | 7.105197906 | tjh | twostage |
GRASP | 6 | 0.974673212 | 0.97928375 | 0.90196079 | 0.714823256 | 4.637909412 | 46.56457901 | 5.764466286 | tjh | twostage |
GRASP | 7 | 0.999751985 | 0.999866545 | 0.994505465 | 0.997472578 | 3.923882008 | 24.48427582 | 3.269598246 | tjh | twostage |
GRASP | 8 | 0.985737622 | 0.991557658 | 0.941860437 | 0.831985773 | 4.553799152 | 33.3753624 | 5.613003254 | tjh | twostage |
GRASP | 9 | 0.937503457 | 0.961179376 | 0.903614461 | 0.731067958 | 4.997834206 | 48.82607651 | 5.989569664 | tjh | twostage |
RETAIN | 0 | 0.984920979 | 0.990087748 | 0.924855471 | 0.755689025 | 4.59814024 | 53.72366714 | 5.355281353 | tjh | twostage |
RETAIN | 1 | 0.992580175 | 0.994494915 | 0.972222209 | 0.920816748 | 4.098302364 | 32.73171997 | 3.577430248 | tjh | twostage |
RETAIN | 2 | 0.96809417 | 0.983050823 | 0.954285741 | 0.805527296 | 4.336450577 | 34.98503876 | 3.267044544 | tjh | twostage |
RETAIN | 3 | 0.967197299 | 0.97582972 | 0.907284796 | 0.746856899 | 4.656219959 | 36.47715378 | 6.330481052 | tjh | twostage |
RETAIN | 4 | 0.965299129 | 0.977411628 | 0.920903981 | 0.923020893 | 5.887057304 | 64.98607635 | 4.192983627 | tjh | twostage |
RETAIN | 5 | 0.957072437 | 0.962530196 | 0.902857125 | 0.93204244 | 3.903501987 | 23.22449684 | 5.16373682 | tjh | twostage |
RETAIN | 6 | 0.93884635 | 0.972436845 | 0.954248369 | 0.858570883 | 4.835579872 | 58.88282394 | 4.638020039 | tjh | twostage |
RETAIN | 7 | 0.987475753 | 0.993330717 | 0.978021979 | 0.921649924 | 3.995395184 | 23.54557991 | 3.62533021 | tjh | twostage |
RETAIN | 8 | 0.958587527 | 0.985999703 | 0.95348835 | 0.857302986 | 4.88958025 | 35.66431808 | 4.742070198 | tjh | twostage |
RETAIN | 9 | 0.928776324 | 0.948894322 | 0.885542154 | 0.537028382 | 5.243350983 | 48.00882339 | 6.843919754 | tjh | twostage |
StageNet | 0 | 0.973359585 | 0.982724428 | 0.890173435 | 0.616371197 | 4.080927372 | 42.37409973 | 6.311220169 | tjh | twostage |
StageNet | 1 | 0.985525846 | 0.989886045 | 0.922222197 | 0.764381544 | 3.387927294 | 25.10832596 | 4.715988159 | tjh | twostage |
StageNet | 2 | 0.960346103 | 0.98409164 | 0.931428552 | 0.720616679 | 5.034594536 | 56.53516006 | 4.269160271 | tjh | twostage |
StageNet | 3 | 0.936216593 | 0.949314654 | 0.860927165 | 0.576472118 | 4.638457775 | 32.56768036 | 8.142461777 | tjh | twostage |
StageNet | 4 | 0.930574358 | 0.960138142 | 0.926553667 | 0.958694138 | 5.327913284 | 54.1902771 | 4.478960037 | tjh | twostage |
StageNet | 5 | 0.872403681 | 0.922508717 | 0.868571401 | 0.850493368 | 4.103999615 | 29.46633339 | 6.290395737 | tjh | twostage |
StageNet | 6 | 0.976933718 | 0.982619345 | 0.908496737 | 0.717141765 | 5.044716358 | 48.06191635 | 5.685131073 | tjh | twostage |
StageNet | 7 | 0.996680915 | 0.998132706 | 0.961538434 | 0.914067659 | 3.587440252 | 19.83790779 | 3.685942888 | tjh | twostage |
StageNet | 8 | 0.992937624 | 0.994793892 | 0.95348835 | 0.878017069 | 5.537303925 | 47.72418213 | 5.784294128 | tjh | twostage |
StageNet | 9 | 0.946073949 | 0.962817371 | 0.879518092 | 0.748088974 | 5.234792233 | 61.12360764 | 6.559504986 | tjh | twostage |
MCGRU | 0 | 0.981042147 | 0.987114072 | 0.890173435 | 0.616371198 | 4.740905285 | 51.59429932 | 6.674622059 | tjh | twostage |
MCGRU | 1 | 0.986052334 | 0.990270138 | 0.944444418 | 0.841633497 | 4.029402733 | 28.17212105 | 4.720074654 | tjh | twostage |
MCGRU | 2 | 0.98955822 | 0.995093644 | 0.948571444 | 0.778136775 | 4.611194611 | 39.09717178 | 3.688175678 | tjh | twostage |
MCGRU | 3 | 0.964509606 | 0.972041845 | 0.933774829 | 0.888032859 | 4.462106228 | 31.01689911 | 5.309673309 | tjh | twostage |
MCGRU | 4 | 0.958706856 | 0.973691106 | 0.915254235 | 0.938041207 | 5.451156139 | 59.71234894 | 4.068915367 | tjh | twostage |
MCGRU | 5 | 0.941484511 | 0.956218123 | 0.868571401 | 0.867968169 | 4.271461487 | 29.72903824 | 6.222631931 | tjh | twostage |
MCGRU | 6 | 0.974372268 | 0.970505655 | 0.941176474 | 0.853933863 | 5.261277199 | 48.13398361 | 5.365643978 | tjh | twostage |
MCGRU | 7 | 0.992551804 | 0.995731652 | 0.956043959 | 0.866046645 | 3.991479158 | 27.23236084 | 4.755499363 | tjh | twostage |
MCGRU | 8 | 0.993711829 | 0.995778918 | 0.970930219 | 0.926349928 | 4.896373272 | 42.40403748 | 4.21073103 | tjh | twostage |
MCGRU | 9 | 0.918578982 | 0.952825546 | 0.855421662 | 0.520007369 | 5.222815037 | 45.54318619 | 7.883171558 | tjh | twostage |
RF | 0 | 0.531532407 | 0.85312587 | 0.901416421 | -0.050069384 | 4.064146519 | 31.28655624 | 4.884575827 | cdsl | twostage |
RF | 1 | 0.410200655 | 0.799755275 | 0.883770704 | -0.151080455 | 4.211825371 | 33.66060638 | 4.852994067 | cdsl | twostage |
RF | 2 | 0.474891931 | 0.858781397 | 0.8913728 | -0.143609893 | 4.214748859 | 39.16006851 | 4.86736849 | cdsl | twostage |
RF | 3 | 0.497953236 | 0.826556504 | 0.898926318 | -0.049392375 | 4.11950016 | 35.06829071 | 4.56913119 | cdsl | twostage |
RF | 4 | 0.52624464 | 0.865100026 | 0.904087663 | -0.091340153 | 3.956406832 | 28.25832176 | 4.80618578 | cdsl | twostage |
RF | 5 | 0.500510156 | 0.833640933 | 0.899057388 | -0.132343327 | 3.853590012 | 25.81852722 | 5.03688674 | cdsl | twostage |
RF | 6 | 0.508679569 | 0.882722378 | 0.891641378 | -0.12592272 | 3.915938616 | 26.43701744 | 5.13133967 | cdsl | twostage |
RF | 7 | 0.464025438 | 0.825125456 | 0.889676213 | -0.109439164 | 4.102335453 | 34.12224579 | 4.937954528 | cdsl | twostage |
RF | 8 | 0.496189505 | 0.818447292 | 0.885753691 | -0.087762609 | 4.116071701 | 32.55137253 | 4.838223855 | cdsl | twostage |
RF | 9 | 0.53803575 | 0.871608973 | 0.87988168 | -0.113418921 | 3.903189421 | 26.60868645 | 5.064378514 | cdsl | twostage |
DT | 0 | 0.414022058 | 0.837941289 | 0.895103216 | -0.047356728 | 4.125087261 | 32.04801178 | 5.030891435 | cdsl | twostage |
DT | 1 | 0.271334678 | 0.730778873 | 0.875921667 | -0.155499504 | 4.306967735 | 35.27807999 | 5.004093609 | cdsl | twostage |
DT | 2 | 0.365488976 | 0.819108248 | 0.890192091 | -0.078126047 | 4.297211647 | 40.34417343 | 4.865538455 | cdsl | twostage |
DT | 3 | 0.371427953 | 0.786597729 | 0.892064273 | -0.018766711 | 4.17565918 | 35.67016983 | 4.69163898 | cdsl | twostage |
DT | 4 | 0.390617311 | 0.81885159 | 0.893928468 | -0.064696387 | 3.9975245 | 28.40917969 | 5.043473149 | cdsl | twostage |
DT | 5 | 0.380186677 | 0.770396709 | 0.895029962 | -0.138783288 | 3.892821789 | 26.5111084 | 5.067130886 | cdsl | twostage |
DT | 6 | 0.46578753 | 0.866163611 | 0.891481519 | -0.107261981 | 3.95542407 | 26.83296967 | 5.198273565 | cdsl | twostage |
DT | 7 | 0.367821902 | 0.766199708 | 0.888275504 | -0.087395018 | 4.203635216 | 35.57876587 | 4.99320947 | cdsl | twostage |
DT | 8 | 0.362464309 | 0.734168231 | 0.882510364 | -0.068627083 | 4.225278854 | 34.64892578 | 4.908520411 | cdsl | twostage |
DT | 9 | 0.437369347 | 0.836656809 | 0.875824153 | -0.056054593 | 3.944506884 | 26.9630661 | 5.135754111 | cdsl | twostage |
GBDT | 0 | 0.542317748 | 0.86468941 | 0.903358936 | 0.078239275 | 4.023149014 | 30.56553078 | 4.775935357 | cdsl | twostage |
GBDT | 1 | 0.377216339 | 0.787973106 | 0.883453608 | -0.074810941 | 4.178231716 | 33.19876099 | 4.770913453 | cdsl | twostage |
GBDT | 2 | 0.486893058 | 0.855452299 | 0.890585661 | -0.009324352 | 4.204694748 | 38.95981979 | 4.85344377 | cdsl | twostage |
GBDT | 3 | 0.518135667 | 0.841742396 | 0.902397692 | 0.102147297 | 4.093663692 | 34.56243515 | 4.428906022 | cdsl | twostage |
GBDT | 4 | 0.480679691 | 0.865160644 | 0.891288698 | 0.041686995 | 3.90286684 | 27.31781006 | 4.980546088 | cdsl | twostage |
GBDT | 5 | 0.521237373 | 0.842053413 | 0.902056575 | 0.013794254 | 3.82200551 | 25.47290039 | 4.891336342 | cdsl | twostage |
GBDT | 6 | 0.519936085 | 0.886693358 | 0.891641378 | -0.002709523 | 3.87766242 | 25.86045837 | 5.105440907 | cdsl | twostage |
GBDT | 7 | 0.499743283 | 0.842595339 | 0.89148885 | 0.014809658 | 4.08381319 | 33.75694656 | 4.78857309 | cdsl | twostage |
GBDT | 8 | 0.514521122 | 0.841943026 | 0.88980782 | 0.033695942 | 4.089886665 | 31.93492126 | 4.661500604 | cdsl | twostage |
GBDT | 9 | 0.571723402 | 0.886295021 | 0.885460675 | 0.027561207 | 3.854885578 | 25.80395508 | 4.935074117 | cdsl | twostage |
XGBoost | 0 | 0.532823443 | 0.854638755 | 0.903116167 | 0.017747032 | 4.041129589 | 30.97056389 | 4.783318996 | cdsl | twostage |
XGBoost | 1 | 0.368584335 | 0.777527928 | 0.883612156 | -0.109999665 | 4.177829742 | 33.27241516 | 4.781525146 | cdsl | twostage |
XGBoost | 2 | 0.484389096 | 0.859382987 | 0.892789662 | -0.067386696 | 4.186188221 | 38.87797546 | 4.806366733 | cdsl | twostage |
XGBoost | 3 | 0.490589321 | 0.832061052 | 0.899895072 | 0.015212773 | 4.101923943 | 34.87630844 | 4.506083483 | cdsl | twostage |
XGBoost | 4 | 0.503174424 | 0.864747882 | 0.90168786 | 0.030856975 | 3.933315754 | 27.97537994 | 4.764983665 | cdsl | twostage |
XGBoost | 5 | 0.507171452 | 0.835474074 | 0.900514126 | -0.063782509 | 3.827850103 | 25.46462059 | 4.911840557 | cdsl | twostage |
XGBoost | 6 | 0.521590412 | 0.882441044 | 0.892520368 | -0.056686147 | 3.891764402 | 26.29948425 | 5.091756566 | cdsl | twostage |
XGBoost | 7 | 0.494138002 | 0.835862577 | 0.894043028 | -0.023266594 | 4.08525753 | 34.02921677 | 4.783073087 | cdsl | twostage |
XGBoost | 8 | 0.50507319 | 0.833601177 | 0.886321247 | -0.02955538 | 4.10984993 | 32.69969177 | 4.731814592 | cdsl | twostage |
XGBoost | 9 | 0.562011003 | 0.883230686 | 0.885122597 | -0.02526583 | 3.885124445 | 26.51812935 | 4.941326546 | cdsl | twostage |
CatBoost | 0 | 0.549941599 | 0.862573266 | 0.904330254 | 0.012592984 | 4.016361237 | 30.4889946 | 4.772972654 | cdsl | twostage |
CatBoost | 1 | 0.403325558 | 0.794474542 | 0.88638705 | -0.088722762 | 4.180091858 | 33.22969818 | 4.72906684 | cdsl | twostage |
CatBoost | 2 | 0.502095461 | 0.869253576 | 0.893812954 | -0.078038735 | 4.193734646 | 38.75824356 | 4.79494133 | cdsl | twostage |
CatBoost | 3 | 0.526808739 | 0.838458538 | 0.903124273 | 0.013977156 | 4.090872765 | 34.4664917 | 4.482034807 | cdsl | twostage |
CatBoost | 4 | 0.506896138 | 0.867012978 | 0.906167507 | 0.011209594 | 3.895019531 | 27.16343689 | 4.643755158 | cdsl | twostage |
CatBoost | 5 | 0.523532093 | 0.84622407 | 0.901713789 | -0.063287127 | 3.818667889 | 25.22315025 | 4.913005264 | cdsl | twostage |
CatBoost | 6 | 0.51813215 | 0.882802188 | 0.893639147 | -0.066452515 | 3.866052866 | 25.62042427 | 5.06908273 | cdsl | twostage |
CatBoost | 7 | 0.493084431 | 0.835469842 | 0.892312765 | -0.054895151 | 4.08860302 | 33.82223892 | 4.820094477 | cdsl | twostage |
CatBoost | 8 | 0.497935385 | 0.825131714 | 0.886969924 | -0.035400122 | 4.086118221 | 31.86476135 | 4.728862145 | cdsl | twostage |
CatBoost | 9 | 0.564541936 | 0.887356579 | 0.884192705 | -0.04511648 | 3.847332001 | 25.52656555 | 4.95654413 | cdsl | twostage |
MLP | 0 | 0.433829725 | 0.814798355 | 0.895184159 | -0.077376795 | 4.036801815 | 31.95149422 | 5.019463539 | cdsl | twostage |
MLP | 1 | 0.430512428 | 0.801020324 | 0.889241278 | -0.040113222 | 4.23342371 | 34.55040359 | 4.747186348 | cdsl | twostage |
MLP | 2 | 0.499489427 | 0.870689392 | 0.894836247 | -0.04861466 | 4.27218771 | 40.52737427 | 4.792697711 | cdsl | twostage |
MLP | 3 | 0.480648696 | 0.820927262 | 0.89771533 | 0.059695007 | 4.135466576 | 36.31327057 | 4.535688468 | cdsl | twostage |
MLP | 4 | 0.512256265 | 0.869612396 | 0.905367553 | 0.02922768 | 3.938637972 | 28.21662331 | 4.636539922 | cdsl | twostage |
MLP | 5 | 0.515590906 | 0.838605642 | 0.904113114 | -0.001661653 | 3.823523283 | 26.09719086 | 4.793505192 | cdsl | twostage |
MLP | 6 | 0.495808274 | 0.874776483 | 0.892280638 | -0.008290305 | 3.91059494 | 26.68874359 | 5.114270595 | cdsl | twostage |
MLP | 7 | 0.457746208 | 0.827920556 | 0.888440311 | -0.004097771 | 4.105417252 | 35.87949371 | 4.796977399 | cdsl | twostage |
MLP | 8 | 0.493207216 | 0.827639639 | 0.887780726 | 0.002870931 | 4.139520645 | 33.8531723 | 4.681061745 | cdsl | twostage |
MLP | 9 | 0.54058063 | 0.86863482 | 0.885460675 | 0.012247849 | 3.876416922 | 26.71132278 | 4.875900269 | cdsl | twostage |
GRU | 0 | 0.605931222 | 0.882584274 | 0.909591258 | 0.308995933 | 3.671339989 | 28.12368965 | 4.157793378 | cdsl | twostage |
GRU | 1 | 0.441910207 | 0.822302818 | 0.872988164 | 0.184685442 | 3.949962616 | 31.60781288 | 4.610240182 | cdsl | twostage |
GRU | 2 | 0.574390888 | 0.884672105 | 0.902471662 | 0.142161612 | 4.025969505 | 37.23262787 | 4.540997505 | cdsl | twostage |
GRU | 3 | 0.449421912 | 0.861096799 | 0.88504076 | 0.187228395 | 3.946135521 | 34.28211594 | 4.603904247 | cdsl | twostage |
GRU | 4 | 0.679710865 | 0.928095102 | 0.919046462 | 0.417383263 | 3.607238531 | 25.65135765 | 3.909085989 | cdsl | twostage |
GRU | 5 | 0.661007106 | 0.888659179 | 0.924764335 | 0.231762171 | 3.492585182 | 22.73115349 | 3.89863448 | cdsl | twostage |
GRU | 6 | 0.513889849 | 0.903366804 | 0.88892442 | 0.191309843 | 3.665036917 | 24.58039284 | 4.864252567 | cdsl | twostage |
GRU | 7 | 0.572304547 | 0.883152008 | 0.897503495 | 0.116055893 | 3.798499584 | 31.51104927 | 4.24490881 | cdsl | twostage |
GRU | 8 | 0.563828111 | 0.851534486 | 0.895726919 | 0.226892702 | 3.754083872 | 28.47260857 | 4.215809345 | cdsl | twostage |
GRU | 9 | 0.615986347 | 0.887500763 | 0.892476737 | 0.159709822 | 3.591392756 | 24.79671669 | 4.397089347 | cdsl | twostage |
RNN | 0 | 0.603209794 | 0.868337929 | 0.905139625 | 0.259263894 | 3.922124147 | 30.16062737 | 4.500567436 | cdsl | twostage |
RNN | 1 | 0.456853747 | 0.835375071 | 0.88599062 | 0.055960178 | 4.136320114 | 35.14559555 | 4.4633255 | cdsl | twostage |
RNN | 2 | 0.529694378 | 0.872799397 | 0.89696157 | 0.139978817 | 4.268097878 | 40.18905258 | 4.662213643 | cdsl | twostage |
RNN | 3 | 0.568552434 | 0.871490896 | 0.901186705 | 0.235064448 | 3.989210606 | 34.46767426 | 4.21308136 | cdsl | twostage |
RNN | 4 | 0.692035675 | 0.92536658 | 0.926805854 | 0.343873304 | 3.772134542 | 26.29843903 | 3.906867393 | cdsl | twostage |
RNN | 5 | 0.657903254 | 0.8995682 | 0.919708669 | 0.255342336 | 3.518800259 | 23.63481712 | 3.999696732 | cdsl | twostage |
RNN | 6 | 0.55456537 | 0.905001342 | 0.897714555 | 0.133409232 | 3.728145123 | 25.46565056 | 4.646369934 | cdsl | twostage |
RNN | 7 | 0.550312698 | 0.861277223 | 0.897915483 | 0.092966175 | 3.989937782 | 35.72365952 | 4.343058383 | cdsl | twostage |
RNN | 8 | 0.563938737 | 0.865645587 | 0.895402551 | 0.237381212 | 3.915670156 | 30.7068615 | 4.334897518 | cdsl | twostage |
RNN | 9 | 0.579822004 | 0.876259267 | 0.883770049 | 0.215534712 | 3.718002319 | 24.85489845 | 4.614994526 | cdsl | twostage |
LSTM | 0 | 0.646387756 | 0.875731885 | 0.91558075 | 0.301852603 | 3.752544403 | 28.29973984 | 4.153050423 | cdsl | twostage |
LSTM | 1 | 0.401567996 | 0.816413701 | 0.884642839 | 0.02879121 | 4.021806717 | 31.73569679 | 4.487856388 | cdsl | twostage |
LSTM | 2 | 0.476855397 | 0.852251649 | 0.886177599 | 0.117801622 | 4.050673008 | 38.38379288 | 4.727356911 | cdsl | twostage |
LSTM | 3 | 0.493984491 | 0.854762614 | 0.903043509 | 0.214058948 | 3.914208174 | 32.80360794 | 4.099467754 | cdsl | twostage |
LSTM | 4 | 0.67557615 | 0.920680702 | 0.917686582 | 0.439905871 | 3.693171501 | 26.21776772 | 3.959799767 | cdsl | twostage |
LSTM | 5 | 0.631772697 | 0.88395226 | 0.917052269 | 0.233545544 | 3.600426435 | 23.59862328 | 4.200564861 | cdsl | twostage |
LSTM | 6 | 0.600742161 | 0.910256386 | 0.909701109 | 0.2045642 | 3.698974133 | 24.39365005 | 4.389086723 | cdsl | twostage |
LSTM | 7 | 0.518337667 | 0.864991307 | 0.891900778 | 0.168944417 | 3.897333622 | 33.51486206 | 4.439711571 | cdsl | twostage |
LSTM | 8 | 0.54774189 | 0.853674054 | 0.894024134 | 0.138020591 | 3.859247923 | 29.92735863 | 4.342485428 | cdsl | twostage |
LSTM | 9 | 0.559759974 | 0.868940175 | 0.888588309 | 0.115147138 | 3.639941931 | 23.98012543 | 4.567643166 | cdsl | twostage |
TCN | 0 | 0.612134516 | 0.875634849 | 0.912343204 | 0.251849299 | 3.706015825 | 28.34328651 | 4.190835476 | cdsl | twostage |
TCN | 1 | 0.452317834 | 0.816472948 | 0.88908267 | -0.024073711 | 3.934511423 | 32.37474823 | 4.367251766 | cdsl | twostage |
TCN | 2 | 0.517464101 | 0.8811391 | 0.894285262 | 0.038784447 | 4.018140793 | 38.19172287 | 4.580953467 | cdsl | twostage |
TCN | 3 | 0.571047902 | 0.858385086 | 0.899168491 | 0.241595569 | 3.835272312 | 32.942379 | 4.127545357 | cdsl | twostage |
TCN | 4 | 0.658037126 | 0.912247717 | 0.911927044 | 0.320008924 | 3.61998105 | 26.83372879 | 4.091890335 | cdsl | twostage |
TCN | 5 | 0.598441362 | 0.867421329 | 0.906598091 | -0.044264473 | 3.495576859 | 23.35796928 | 4.445395947 | cdsl | twostage |
TCN | 6 | 0.568623722 | 0.909001291 | 0.902029753 | 0.163231535 | 3.614043951 | 24.57910728 | 4.462103303 | cdsl | twostage |
TCN | 7 | 0.531716824 | 0.876768231 | 0.892807126 | 0.167550321 | 3.810700178 | 33.17378616 | 4.271561067 | cdsl | twostage |
TCN | 8 | 0.583560109 | 0.875748158 | 0.894916058 | 0.084857455 | 3.827637196 | 30.52542496 | 4.286119033 | cdsl | twostage |
TCN | 9 | 0.615941823 | 0.867247105 | 0.898140311 | 0.148366593 | 3.591506004 | 24.50359726 | 4.301481724 | cdsl | twostage |
Transformer | 0 | 0.460201859 | 0.829959691 | 0.881100774 | 0.186022165 | 3.990714788 | 31.40071869 | 5.13477993 | cdsl | twostage |
Transformer | 1 | 0.329909712 | 0.786721349 | 0.855862975 | -0.082667028 | 4.182071686 | 34.75726318 | 5.2629776 | cdsl | twostage |
Transformer | 2 | 0.376248479 | 0.820516586 | 0.882714093 | -0.157143221 | 4.283438206 | 43.03352356 | 5.038498402 | cdsl | twostage |
Transformer | 3 | 0.365562826 | 0.839577675 | 0.884394944 | -0.070839167 | 4.165806293 | 38.76106262 | 4.86577024 | cdsl | twostage |
Transformer | 4 | 0.375870705 | 0.831095338 | 0.856731474 | 0.170209621 | 3.793016672 | 26.7191143 | 5.556256294 | cdsl | twostage |
Transformer | 5 | 0.324797392 | 0.732214808 | 0.869837165 | 0.013992407 | 3.750963449 | 28.08114243 | 5.322413921 | cdsl | twostage |
Transformer | 6 | 0.418815494 | 0.850532055 | 0.875419557 | -0.136561085 | 3.775541306 | 26.09772491 | 5.289253712 | cdsl | twostage |
Transformer | 7 | 0.459291726 | 0.817911983 | 0.883167148 | -0.030846991 | 4.069432259 | 34.95632553 | 5.074280739 | cdsl | twostage |
Transformer | 8 | 0.325804442 | 0.792471349 | 0.862563848 | -0.067426108 | 4.009622097 | 32.37365723 | 5.135594024 | cdsl | twostage |
Transformer | 9 | 0.397057801 | 0.831174374 | 0.864412487 | -0.220855502 | 3.732485056 | 27.33880806 | 5.249997139 | cdsl | twostage |
AdaCare | 0 | 0.590983748 | 0.86135143 | 0.903682709 | 0.277981225 | 3.775585175 | 29.01044655 | 4.370821461 | cdsl | twostage |
AdaCare | 1 | 0.466003925 | 0.83127892 | 0.889796257 | 0.10113268 | 3.983899593 | 31.35943031 | 4.409541114 | cdsl | twostage |
AdaCare | 2 | 0.524726748 | 0.871822298 | 0.894914985 | 0.143209354 | 4.009664536 | 36.62467957 | 4.54733636 | cdsl | twostage |
AdaCare | 3 | 0.5327878 | 0.848671913 | 0.897876799 | 0.191729573 | 3.926436901 | 33.18503571 | 4.264113426 | cdsl | twostage |
AdaCare | 4 | 0.6299963 | 0.903321087 | 0.913286924 | 0.320775651 | 3.68165946 | 25.76172447 | 4.174890995 | cdsl | twostage |
AdaCare | 5 | 0.577270091 | 0.858134687 | 0.908311903 | 0.230573254 | 3.555762291 | 22.93166161 | 4.366340687 | cdsl | twostage |
AdaCare | 6 | 0.554630458 | 0.887818336 | 0.901230633 | 0.053272694 | 3.686985254 | 24.83046913 | 4.65854154 | cdsl | twostage |
AdaCare | 7 | 0.539067984 | 0.865149379 | 0.890417755 | 0.214426805 | 3.851485968 | 33.13882828 | 4.411949678 | cdsl | twostage |
AdaCare | 8 | 0.538279295 | 0.859540403 | 0.891753852 | 0.106955385 | 3.828577042 | 29.76238632 | 4.372228761 | cdsl | twostage |
AdaCare | 9 | 0.578350782 | 0.871554017 | 0.889264584 | 0.104857209 | 3.650934458 | 24.04598045 | 4.589299732 | cdsl | twostage |
Agent | 0 | 0.466479808 | 0.833095253 | 0.895184159 | 0.096775762 | 3.684812784 | 27.93407059 | 4.555733084 | cdsl | twostage |
Agent | 1 | 0.370551795 | 0.810914993 | 0.874970257 | 0.07257253 | 3.891234398 | 31.24228668 | 4.664715814 | cdsl | twostage |
Agent | 2 | 0.593570232 | 0.893239796 | 0.904596984 | 0.153162899 | 4.142148495 | 39.56179428 | 4.433320522 | cdsl | twostage |
Agent | 3 | 0.585569441 | 0.8640064 | 0.908613861 | 0.184404126 | 3.963574171 | 33.12017822 | 4.17963028 | cdsl | twostage |
Agent | 4 | 0.700865448 | 0.931107521 | 0.922486186 | 0.388726838 | 3.604803801 | 25.42027664 | 3.919660807 | cdsl | twostage |
Agent | 5 | 0.533205628 | 0.861835957 | 0.902056575 | 0.196590075 | 3.640511513 | 24.14015961 | 4.572218418 | cdsl | twostage |
Agent | 6 | 0.472159147 | 0.899557471 | 0.892440438 | 0.272056779 | 3.695418596 | 25.76565742 | 4.913701057 | cdsl | twostage |
Agent | 7 | 0.562746465 | 0.872578859 | 0.896185219 | 0.255814035 | 3.919169664 | 33.57201385 | 4.380393505 | cdsl | twostage |
Agent | 8 | 0.544666588 | 0.856340468 | 0.887699664 | 0.123849093 | 3.856417418 | 31.48185349 | 4.381548982 | cdsl | twostage |
Agent | 9 | 0.494352281 | 0.825376332 | 0.881403208 | 0.054298818 | 3.58337307 | 24.76242065 | 4.559136422 | cdsl | twostage |
GRASP | 0 | 0.604534149 | 0.867985845 | 0.909591258 | 0.127519204 | 3.843878984 | 30.25877762 | 4.29609108 | cdsl | twostage |
GRASP | 1 | 0.39850089 | 0.789923668 | 0.887972713 | -0.063517816 | 4.010815144 | 32.09847641 | 4.451539402 | cdsl | twostage |
GRASP | 2 | 0.484213889 | 0.794562578 | 0.897276461 | 0.044459714 | 4.075446606 | 39.08249283 | 4.489760399 | cdsl | twostage |
GRASP | 3 | 0.533630013 | 0.837887406 | 0.902478397 | 0.268249606 | 3.939459324 | 33.44995499 | 4.229129314 | cdsl | twostage |
GRASP | 4 | 0.692366242 | 0.926566839 | 0.922006249 | 0.456294662 | 3.609598637 | 24.88357925 | 3.927656377 | cdsl | twostage |
GRASP | 5 | 0.613143563 | 0.875460207 | 0.910111368 | 0.015973933 | 3.668576717 | 24.60773277 | 4.461667061 | cdsl | twostage |
GRASP | 6 | 0.531891108 | 0.877501369 | 0.894837797 | 0.264470404 | 3.708620071 | 24.76085854 | 4.663801655 | cdsl | twostage |
GRASP | 7 | 0.560899079 | 0.854937792 | 0.895361304 | 0.193776755 | 3.937628746 | 34.56352997 | 4.406569481 | cdsl | twostage |
GRASP | 8 | 0.474240512 | 0.813512743 | 0.88794291 | 0.044104388 | 3.935297251 | 30.96974754 | 4.450494596 | cdsl | twostage |
GRASP | 9 | 0.50354594 | 0.805671573 | 0.874302626 | 0.18822994 | 3.66967845 | 24.79155159 | 4.875511105 | cdsl | twostage |
RETAIN | 0 | 0.608504176 | 0.8706218 | 0.912909746 | 0.149130035 | 3.805045366 | 29.11884689 | 4.277311885 | cdsl | twostage |
RETAIN | 1 | 0.376589715 | 0.760853112 | 0.884801388 | -0.06900071 | 4.023327351 | 32.96133804 | 4.534094654 | cdsl | twostage |
RETAIN | 2 | 0.569149852 | 0.881801426 | 0.899086893 | -0.003823709 | 4.063459873 | 38.07779694 | 4.530275708 | cdsl | twostage |
RETAIN | 3 | 0.54275465 | 0.843772471 | 0.907241464 | 0.097116569 | 3.964026451 | 41.90595627 | 4.200097084 | cdsl | twostage |
RETAIN | 4 | 0.65637517 | 0.901486278 | 0.921606243 | 0.277263889 | 3.715115547 | 26.33786583 | 3.936465502 | cdsl | twostage |
RETAIN | 5 | 0.563694656 | 0.835965157 | 0.910197079 | 0.035690122 | 3.596927643 | 23.38100624 | 4.526396275 | cdsl | twostage |
RETAIN | 6 | 0.449634641 | 0.82965678 | 0.890682459 | -0.015527881 | 3.72896719 | 26.38278389 | 4.831528431 | cdsl | twostage |
RETAIN | 7 | 0.591275334 | 0.883743405 | 0.901540756 | 0.181491283 | 3.918969631 | 33.30143738 | 4.311987417 | cdsl | twostage |
RETAIN | 8 | 0.538766205 | 0.853230655 | 0.893780887 | 0.090942392 | 3.8256073 | 29.39790154 | 4.289090769 | cdsl | twostage |
RETAIN | 9 | 0.556800783 | 0.840372801 | 0.886728644 | -0.010600655 | 3.675174236 | 24.70513535 | 4.655108997 | cdsl | twostage |
StageNet | 0 | 0.472103059 | 0.822664261 | 0.89235127 | 0.291363664 | 3.642836332 | 27.03494835 | 4.666430848 | cdsl | twostage |
StageNet | 1 | 0.437848896 | 0.803207695 | 0.880202949 | 0.047040246 | 3.874000788 | 30.16773415 | 4.543418168 | cdsl | twostage |
StageNet | 2 | 0.557881296 | 0.885159433 | 0.900818646 | 0.236982222 | 3.969260693 | 37.72260666 | 4.401322047 | cdsl | twostage |
StageNet | 3 | 0.580140352 | 0.868796408 | 0.907564402 | 0.349270817 | 3.876089334 | 32.65242386 | 4.090896885 | cdsl | twostage |
StageNet | 4 | 0.658476233 | 0.922259808 | 0.913926899 | 0.373296456 | 3.557877302 | 25.06731987 | 3.963037887 | cdsl | twostage |
StageNet | 5 | 0.636110425 | 0.872897387 | 0.912425041 | 0.260296152 | 3.510977268 | 22.99872589 | 4.204571331 | cdsl | twostage |
StageNet | 6 | 0.54698801 | 0.908934414 | 0.899472594 | 0.229503318 | 3.666093111 | 24.84239578 | 4.528131874 | cdsl | twostage |
StageNet | 7 | 0.565746844 | 0.869496405 | 0.895114124 | 0.202141332 | 3.753401995 | 32.58701324 | 4.269207193 | cdsl | twostage |
StageNet | 8 | 0.595736265 | 0.875564098 | 0.894753933 | 0.165402809 | 3.754644871 | 29.48502159 | 4.270178342 | cdsl | twostage |
StageNet | 9 | 0.606377482 | 0.879568219 | 0.89340657 | 0.237897077 | 3.616027594 | 25.58848572 | 4.365992777 | cdsl | twostage |
MCGRU | 0 | 0.63497287 | 0.879607975 | 0.912505031 | 0.322830481 | 3.786638737 | 30.34943008 | 4.17765522 | cdsl | twostage |
MCGRU | 1 | 0.455395073 | 0.815055668 | 0.881630063 | 0.076500573 | 3.995914698 | 33.08922195 | 4.510483265 | cdsl | twostage |
MCGRU | 2 | 0.538587749 | 0.875852466 | 0.897827446 | 0.140939247 | 4.045980453 | 39.41627502 | 4.495514393 | cdsl | twostage |
MCGRU | 3 | 0.58951062 | 0.866524935 | 0.909582615 | 0.228356809 | 3.910581112 | 34.29587555 | 4.06371212 | cdsl | twostage |
MCGRU | 4 | 0.703033864 | 0.92651695 | 0.924166083 | 0.396777472 | 3.595523834 | 25.16140175 | 3.789609909 | cdsl | twostage |
MCGRU | 5 | 0.618345439 | 0.896495461 | 0.914910018 | 0.117824396 | 3.599854708 | 24.13673592 | 4.33411026 | cdsl | twostage |
MCGRU | 6 | 0.583809137 | 0.909098625 | 0.909061849 | 0.282346345 | 3.72035265 | 26.1654129 | 4.343652725 | cdsl | twostage |
MCGRU | 7 | 0.567449629 | 0.865608394 | 0.901293576 | 0.077718248 | 3.889252901 | 33.16154861 | 4.355062008 | cdsl | twostage |
MCGRU | 8 | 0.560504675 | 0.860795617 | 0.890213251 | 0.071566671 | 3.939702511 | 31.09541512 | 4.48566166 | cdsl | twostage |
MCGRU | 9 | 0.607179165 | 0.880438864 | 0.893744707 | 0.043522751 | 3.595302582 | 24.74222374 | 4.389118195 | cdsl | twostage |
CatBoost | 0 | 0.976843238 | 0.982441247 | 0.913294792 | 0.715307047 | tjh | outcome | |||
CatBoost | 1 | 0.985954762 | 0.988925815 | 0.944444418 | 0.841633496 | tjh | outcome | |||
CatBoost | 2 | 0.980364859 | 0.986470401 | 0.925714314 | 0.668574689 | tjh | outcome | |||
CatBoost | 3 | 0.961502552 | 0.974927902 | 0.91390729 | 0.771197581 | tjh | outcome | |||
CatBoost | 4 | 0.945757687 | 0.961134791 | 0.875706196 | 0.789715612 | tjh | outcome | |||
CatBoost | 5 | 0.925143957 | 0.948697269 | 0.879999995 | 0.836901856 | tjh | outcome | |||
CatBoost | 6 | 0.972823143 | 0.97498244 | 0.941176474 | 0.833067272 | tjh | outcome | |||
CatBoost | 7 | 0.962451696 | 0.976924121 | 0.906593382 | 0.684072276 | tjh | outcome | |||
CatBoost | 8 | 0.980632246 | 0.985647976 | 0.930232584 | 0.785954479 | tjh | outcome | |||
CatBoost | 9 | 0.907565773 | 0.933742821 | 0.879518092 | 0.564262009 | tjh | outcome | |||
DT | 0 | 0.855837524 | 0.90795815 | 0.895953774 | 0.691077859 | tjh | outcome | |||
DT | 1 | 0.832883 | 0.878440678 | 0.905555546 | 0.828114405 | tjh | outcome | |||
DT | 2 | 0.80746448 | 0.824635744 | 0.908571422 | 0.660357533 | tjh | outcome | |||
DT | 3 | 0.773000479 | 0.864899039 | 0.854304612 | 0.705477737 | tjh | outcome | |||
DT | 4 | 0.778327763 | 0.872707963 | 0.847457647 | 0.746532211 | tjh | outcome | |||
DT | 5 | 0.775224805 | 0.87798816 | 0.857142866 | 0.759236073 | tjh | outcome | |||
DT | 6 | 0.861555278 | 0.899666488 | 0.882352948 | 0.666134544 | tjh | outcome | |||
DT | 7 | 0.834090769 | 0.896958828 | 0.846153855 | 0.565283452 | tjh | outcome | |||
DT | 8 | 0.89563036 | 0.925847769 | 0.906976759 | 0.735320055 | tjh | outcome | |||
DT | 9 | 0.63406533 | 0.791809976 | 0.801204801 | 0.428093887 | tjh | outcome | |||
GBDT | 0 | 0.964714527 | 0.974794686 | 0.924855471 | 0.792032807 | tjh | outcome | |||
GBDT | 1 | 0.978407025 | 0.982780695 | 0.927777767 | 0.85322129 | tjh | outcome | |||
GBDT | 2 | 0.979853094 | 0.982753575 | 0.925714314 | 0.668574689 | tjh | outcome | |||
GBDT | 3 | 0.953250885 | 0.964105368 | 0.880794704 | 0.71521401 | tjh | outcome | |||
GBDT | 4 | 0.939410925 | 0.956683397 | 0.87005651 | 0.821633779 | tjh | outcome | |||
GBDT | 5 | 0.876727819 | 0.924926102 | 0.879999995 | 0.819427055 | tjh | outcome | |||
GBDT | 6 | 0.975817919 | 0.975947976 | 0.928104579 | 0.78669707 | tjh | outcome | |||
GBDT | 7 | 0.959139287 | 0.97358942 | 0.906593382 | 0.706819072 | tjh | outcome | |||
GBDT | 8 | 0.980250239 | 0.984944403 | 0.924418628 | 0.825081079 | tjh | outcome | |||
GBDT | 9 | 0.905085146 | 0.92063874 | 0.879518092 | 0.656175491 | tjh | outcome | |||
RF | 0 | 0.967583776 | 0.974936306 | 0.913294792 | 0.733478937 | tjh | outcome | |||
RF | 1 | 0.984162688 | 0.988669872 | 0.922222197 | 0.8339083 | tjh | outcome | |||
RF | 2 | 0.978785157 | 0.988849223 | 0.925714314 | 0.668574689 | tjh | outcome | |||
RF | 3 | 0.96057117 | 0.970598817 | 0.874172211 | 0.625153484 | tjh | outcome | |||
RF | 4 | 0.926221788 | 0.941203892 | 0.858757079 | 0.733389437 | tjh | outcome | |||
RF | 5 | 0.920649767 | 0.941646457 | 0.862857163 | 0.778652519 | tjh | outcome | |||
RF | 6 | 0.979042232 | 0.978142619 | 0.934640527 | 0.809882171 | tjh | outcome | |||
RF | 7 | 0.95593822 | 0.970121324 | 0.917582393 | 0.757367507 | tjh | outcome | |||
RF | 8 | 0.972642958 | 0.978471994 | 0.930232584 | 0.785954479 | tjh | outcome | |||
RF | 9 | 0.910146058 | 0.925061464 | 0.885542154 | 0.537028385 | tjh | outcome | |||
XGBoost | 0 | 0.975467026 | 0.982016385 | 0.919075131 | 0.771841818 | tjh | outcome | |||
XGBoost | 1 | 0.977466524 | 0.980732322 | 0.927777767 | 0.870602979 | tjh | outcome | |||
XGBoost | 2 | 0.980892897 | 0.986321807 | 0.920000017 | 0.616532698 | tjh | outcome | |||
XGBoost | 3 | 0.955676913 | 0.965367973 | 0.907284796 | 0.768763513 | tjh | outcome | |||
XGBoost | 4 | 0.954990983 | 0.969040632 | 0.898305058 | 0.864817179 | tjh | outcome | |||
XGBoost | 5 | 0.913972735 | 0.942788124 | 0.879999995 | 0.836901856 | tjh | outcome | |||
XGBoost | 6 | 0.973664224 | 0.973138988 | 0.934640527 | 0.789015581 | tjh | outcome | |||
XGBoost | 7 | 0.956497133 | 0.973189294 | 0.901098907 | 0.70429165 | tjh | outcome | |||
XGBoost | 8 | 0.985534787 | 0.989165604 | 0.936046541 | 0.829684209 | tjh | outcome | |||
XGBoost | 9 | 0.8960917 | 0.922440529 | 0.867469907 | 0.58809143 | tjh | outcome | |||
CatBoost | 0 | 4.502919674 | 43.28901291 | tjh | los | |||||
CatBoost | 1 | 4.374326706 | 39.49253082 | tjh | los | |||||
CatBoost | 2 | 4.516298294 | 35.9248085 | tjh | los | |||||
CatBoost | 3 | 4.273671627 | 31.9336834 | tjh | los | |||||
CatBoost | 4 | 5.62883234 | 56.6697464 | tjh | los | |||||
CatBoost | 5 | 4.4670434 | 31.10046387 | tjh | los | |||||
CatBoost | 6 | 4.874778271 | 44.89473724 | tjh | los | |||||
CatBoost | 7 | 3.997709274 | 25.07202911 | tjh | los | |||||
CatBoost | 8 | 4.997548103 | 40.31788254 | tjh | los | |||||
CatBoost | 9 | 5.495298862 | 48.45897675 | tjh | los | |||||
DT | 0 | 5.209064007 | 61.05049515 | tjh | los | |||||
DT | 1 | 5.158798695 | 57.66408539 | tjh | los | |||||
DT | 2 | 5.002631664 | 47.31674194 | tjh | los | |||||
DT | 3 | 4.482070446 | 37.81745529 | tjh | los | |||||
DT | 4 | 5.737615108 | 66.87770081 | tjh | los | |||||
DT | 5 | 4.810988426 | 42.60840225 | tjh | los | |||||
DT | 6 | 5.037967682 | 49.77512741 | tjh | los | |||||
DT | 7 | 4.066633701 | 26.41828537 | tjh | los | |||||
DT | 8 | 5.528930187 | 57.35066986 | tjh | los | |||||
DT | 9 | 5.693010807 | 54.76504135 | tjh | los | |||||
GBDT | 0 | 4.555773735 | 45.19124222 | tjh | los | |||||
GBDT | 1 | 4.772122383 | 44.56544495 | tjh | los | |||||
GBDT | 2 | 4.370400906 | 36.1048851 | tjh | los | |||||
GBDT | 3 | 4.277245522 | 34.25505447 | tjh | los | |||||
GBDT | 4 | 5.557686329 | 58.48652649 | tjh | los | |||||
GBDT | 5 | 4.767739773 | 39.04634476 | tjh | los | |||||
GBDT | 6 | 4.853748322 | 41.99645615 | tjh | los | |||||
GBDT | 7 | 4.034172535 | 24.96211815 | tjh | los | |||||
GBDT | 8 | 5.008050919 | 41.65334702 | tjh | los | |||||
GBDT | 9 | 5.6883955 | 54.00627136 | tjh | los | |||||
RF | 0 | 4.545249462 | 43.21392059 | tjh | los | |||||
RF | 1 | 4.633568287 | 41.42276764 | tjh | los | |||||
RF | 2 | 4.626158237 | 38.07458878 | tjh | los | |||||
RF | 3 | 4.522266865 | 35.28681946 | tjh | los | |||||
RF | 4 | 5.681367397 | 57.3731575 | tjh | los | |||||
RF | 5 | 4.688320637 | 34.44761276 | tjh | los | |||||
RF | 6 | 4.86075592 | 42.09027481 | tjh | los | |||||
RF | 7 | 3.966300488 | 25.39056015 | tjh | los | |||||
RF | 8 | 5.096834183 | 41.69402313 | tjh | los | |||||
RF | 9 | 5.650357246 | 50.45370102 | tjh | los | |||||
XGBoost | 0 | 4.674691677 | 45.67531586 | tjh | los | |||||
XGBoost | 1 | 4.486829281 | 40.9770546 | tjh | los | |||||
XGBoost | 2 | 4.463252068 | 38.17000961 | tjh | los | |||||
XGBoost | 3 | 4.225462914 | 33.07106781 | tjh | los | |||||
XGBoost | 4 | 5.5608325 | 57.0177002 | tjh | los | |||||
XGBoost | 5 | 4.814732075 | 39.03800583 | tjh | los | |||||
XGBoost | 6 | 4.628807545 | 39.53591537 | tjh | los | |||||
XGBoost | 7 | 4.046101093 | 25.77718353 | tjh | los | |||||
XGBoost | 8 | 5.078914642 | 42.3959465 | tjh | los | |||||
XGBoost | 9 | 5.773147106 | 55.97088623 | tjh | los | |||||
CatBoost | 0 | 0.549941599 | 0.862573266 | 0.904330254 | 0.012592984 | cdsl | outcome | |||
CatBoost | 1 | 0.403325558 | 0.794474542 | 0.88638705 | -0.088722762 | cdsl | outcome | |||
CatBoost | 2 | 0.502095461 | 0.869253576 | 0.893812954 | -0.078038735 | cdsl | outcome | |||
CatBoost | 3 | 0.526808739 | 0.838458538 | 0.903124273 | 0.013977156 | cdsl | outcome | |||
CatBoost | 4 | 0.506896138 | 0.867012978 | 0.906167507 | 0.011209594 | cdsl | outcome | |||
CatBoost | 5 | 0.523532093 | 0.84622407 | 0.901713789 | -0.063287127 | cdsl | outcome | |||
CatBoost | 6 | 0.51813215 | 0.882802188 | 0.893639147 | -0.066452515 | cdsl | outcome | |||
CatBoost | 7 | 0.493084431 | 0.835469842 | 0.892312765 | -0.054895151 | cdsl | outcome | |||
CatBoost | 8 | 0.497935385 | 0.825131714 | 0.886969924 | -0.035400122 | cdsl | outcome | |||
CatBoost | 9 | 0.564541936 | 0.887356579 | 0.884192705 | -0.04511648 | cdsl | outcome | |||
DT | 0 | 0.414022058 | 0.837941289 | 0.895103216 | -0.047356728 | cdsl | outcome | |||
DT | 1 | 0.271334678 | 0.730778873 | 0.875921667 | -0.155499504 | cdsl | outcome | |||
DT | 2 | 0.365488976 | 0.819108248 | 0.890192091 | -0.078126047 | cdsl | outcome | |||
DT | 3 | 0.371427953 | 0.786597729 | 0.892064273 | -0.018766711 | cdsl | outcome | |||
DT | 4 | 0.390617311 | 0.81885159 | 0.893928468 | -0.064696387 | cdsl | outcome | |||
DT | 5 | 0.380186677 | 0.770396709 | 0.895029962 | -0.138783288 | cdsl | outcome | |||
DT | 6 | 0.46578753 | 0.866163611 | 0.891481519 | -0.107261981 | cdsl | outcome | |||
DT | 7 | 0.367821902 | 0.766199708 | 0.888275504 | -0.087395018 | cdsl | outcome | |||
DT | 8 | 0.362464309 | 0.734168231 | 0.882510364 | -0.068627083 | cdsl | outcome | |||
DT | 9 | 0.437369347 | 0.836656809 | 0.875824153 | -0.056054593 | cdsl | outcome | |||
GBDT | 0 | 0.542317748 | 0.86468941 | 0.903358936 | 0.078239275 | cdsl | outcome | |||
GBDT | 1 | 0.377216339 | 0.787973106 | 0.883453608 | -0.074810941 | cdsl | outcome | |||
GBDT | 2 | 0.486893058 | 0.855452299 | 0.890585661 | -0.009324352 | cdsl | outcome | |||
GBDT | 3 | 0.518135667 | 0.841742396 | 0.902397692 | 0.102147297 | cdsl | outcome | |||
GBDT | 4 | 0.480679691 | 0.865160644 | 0.891288698 | 0.041686995 | cdsl | outcome | |||
GBDT | 5 | 0.521237373 | 0.842053413 | 0.902056575 | 0.013794254 | cdsl | outcome | |||
GBDT | 6 | 0.519936085 | 0.886693358 | 0.891641378 | -0.002709523 | cdsl | outcome | |||
GBDT | 7 | 0.499743283 | 0.842595339 | 0.89148885 | 0.014809658 | cdsl | outcome | |||
GBDT | 8 | 0.514521122 | 0.841943026 | 0.88980782 | 0.033695942 | cdsl | outcome | |||
GBDT | 9 | 0.571723402 | 0.886295021 | 0.885460675 | 0.027561207 | cdsl | outcome | |||
RF | 0 | 0.531532407 | 0.85312587 | 0.901416421 | -0.050069384 | cdsl | outcome | |||
RF | 1 | 0.410200655 | 0.799755275 | 0.883770704 | -0.151080455 | cdsl | outcome | |||
RF | 2 | 0.474891931 | 0.858781397 | 0.8913728 | -0.143609893 | cdsl | outcome | |||
RF | 3 | 0.497953236 | 0.826556504 | 0.898926318 | -0.049392375 | cdsl | outcome | |||
RF | 4 | 0.52624464 | 0.865100026 | 0.904087663 | -0.091340153 | cdsl | outcome | |||
RF | 5 | 0.500510156 | 0.833640933 | 0.899057388 | -0.132343327 | cdsl | outcome | |||
RF | 6 | 0.508679569 | 0.882722378 | 0.891641378 | -0.12592272 | cdsl | outcome | |||
RF | 7 | 0.464025438 | 0.825125456 | 0.889676213 | -0.109439164 | cdsl | outcome | |||
RF | 8 | 0.496189505 | 0.818447292 | 0.885753691 | -0.087762609 | cdsl | outcome | |||
RF | 9 | 0.53803575 | 0.871608973 | 0.87988168 | -0.113418921 | cdsl | outcome | |||
XGBoost | 0 | 0.532823443 | 0.854638755 | 0.903116167 | 0.017747032 | cdsl | outcome | |||
XGBoost | 1 | 0.368584335 | 0.777527928 | 0.883612156 | -0.109999665 | cdsl | outcome | |||
XGBoost | 2 | 0.484389096 | 0.859382987 | 0.892789662 | -0.067386696 | cdsl | outcome | |||
XGBoost | 3 | 0.490589321 | 0.832061052 | 0.899895072 | 0.015212773 | cdsl | outcome | |||
XGBoost | 4 | 0.503174424 | 0.864747882 | 0.90168786 | 0.030856975 | cdsl | outcome | |||
XGBoost | 5 | 0.507171452 | 0.835474074 | 0.900514126 | -0.063782509 | cdsl | outcome | |||
XGBoost | 6 | 0.521590412 | 0.882441044 | 0.892520368 | -0.056686147 | cdsl | outcome | |||
XGBoost | 7 | 0.494138002 | 0.835862577 | 0.894043028 | -0.023266594 | cdsl | outcome | |||
XGBoost | 8 | 0.50507319 | 0.833601177 | 0.886321247 | -0.02955538 | cdsl | outcome | |||
XGBoost | 9 | 0.562011003 | 0.883230686 | 0.885122597 | -0.02526583 | cdsl | outcome | |||
CatBoost | 0 | 4.016361237 | 30.4889946 | cdsl | los | |||||
CatBoost | 1 | 4.180091858 | 33.22969818 | cdsl | los | |||||
CatBoost | 2 | 4.193734646 | 38.75824356 | cdsl | los | |||||
CatBoost | 3 | 4.090872765 | 34.4664917 | cdsl | los | |||||
CatBoost | 4 | 3.895019531 | 27.16343689 | cdsl | los | |||||
CatBoost | 5 | 3.818667889 | 25.22315025 | cdsl | los | |||||
CatBoost | 6 | 3.866052866 | 25.62042427 | cdsl | los | |||||
CatBoost | 7 | 4.08860302 | 33.82223892 | cdsl | los | |||||
CatBoost | 8 | 4.086118221 | 31.86476135 | cdsl | los | |||||
CatBoost | 9 | 3.847332001 | 25.52656555 | cdsl | los | |||||
DT | 0 | 4.125087261 | 32.04801178 | cdsl | los | |||||
DT | 1 | 4.306967735 | 35.27807999 | cdsl | los | |||||
DT | 2 | 4.297211647 | 40.34417343 | cdsl | los | |||||
DT | 3 | 4.17565918 | 35.67016983 | cdsl | los | |||||
DT | 4 | 3.9975245 | 28.40917969 | cdsl | los | |||||
DT | 5 | 3.892821789 | 26.5111084 | cdsl | los | |||||
DT | 6 | 3.95542407 | 26.83296967 | cdsl | los | |||||
DT | 7 | 4.203635216 | 35.57876587 | cdsl | los | |||||
DT | 8 | 4.225278854 | 34.64892578 | cdsl | los | |||||
DT | 9 | 3.944506884 | 26.9630661 | cdsl | los | |||||
GBDT | 0 | 4.023149014 | 30.56553078 | cdsl | los | |||||
GBDT | 1 | 4.178231716 | 33.19876099 | cdsl | los | |||||
GBDT | 2 | 4.204694748 | 38.95981979 | cdsl | los | |||||
GBDT | 3 | 4.093663692 | 34.56243515 | cdsl | los | |||||
GBDT | 4 | 3.90286684 | 27.31781006 | cdsl | los | |||||
GBDT | 5 | 3.82200551 | 25.47290039 | cdsl | los | |||||
GBDT | 6 | 3.87766242 | 25.86045837 | cdsl | los | |||||
GBDT | 7 | 4.08381319 | 33.75694656 | cdsl | los | |||||
GBDT | 8 | 4.089886665 | 31.93492126 | cdsl | los | |||||
GBDT | 9 | 3.854885578 | 25.80395508 | cdsl | los | |||||
RF | 0 | 4.064146519 | 31.28655624 | cdsl | los | |||||
RF | 1 | 4.211825371 | 33.66060638 | cdsl | los | |||||
RF | 2 | 4.214748859 | 39.16006851 | cdsl | los | |||||
RF | 3 | 4.11950016 | 35.06829071 | cdsl | los | |||||
RF | 4 | 3.956406832 | 28.25832176 | cdsl | los | |||||
RF | 5 | 3.853590012 | 25.81852722 | cdsl | los | |||||
RF | 6 | 3.915938616 | 26.43701744 | cdsl | los | |||||
RF | 7 | 4.102335453 | 34.12224579 | cdsl | los | |||||
RF | 8 | 4.116071701 | 32.55137253 | cdsl | los | |||||
RF | 9 | 3.903189421 | 26.60868645 | cdsl | los | |||||
XGBoost | 0 | 4.041129589 | 30.97056389 | cdsl | los | |||||
XGBoost | 1 | 4.177829742 | 33.27241516 | cdsl | los | |||||
XGBoost | 2 | 4.186188221 | 38.87797546 | cdsl | los | |||||
XGBoost | 3 | 4.101923943 | 34.87630844 | cdsl | los | |||||
XGBoost | 4 | 3.933315754 | 27.97537994 | cdsl | los | |||||
XGBoost | 5 | 3.827850103 | 25.46462059 | cdsl | los | |||||
XGBoost | 6 | 3.891764402 | 26.29948425 | cdsl | los | |||||
XGBoost | 7 | 4.08525753 | 34.02921677 | cdsl | los | |||||
XGBoost | 8 | 4.10984993 | 32.69969177 | cdsl | los | |||||
XGBoost | 9 | 3.885124445 | 26.51812935 | cdsl | los |