Rank Team Identifier AUROC on Training Set AUPRC on Training Set F-measure on Training Set Accuracy on Training Set Weighted Accuracy on Training Set Cost on Training Set AUROC on Validation Set AUPRC on Validation Set F-measure on Validation Set Accuracy on Validation Set Weighted Accuracy on Validation Set Cost on Validation Set AUROC on Test Set AUPRC on Test Set F-measure on Test Set Accuracy on Test Set Weighted Accuracy on Test Set Cost on Test Set Training Time (h:mm:ss) Run Time (h:mm:ss) on Training Set Run Time (h:mm:ss) on Validation Set Run Time (h:mm:ss) on Test Set 1 HearHeart HearHeart_1160_1 0.922 0.754 0.647 0.813 0.804 15048 0.859 0.717 0.622 0.792 0.747 12232 0.884 0.716 0.619 0.801 0.78 16333 18:50:50 0:30:42 0:04:34 0:16:21 2 CUED_Acoustics CUEDAcoustics_1328_1 0.794 0.556 0.645 0.788 0.817 13931 0.751 0.534 0.625 0.772 0.758 11997 0.757 0.528 0.623 0.763 0.776 16054 0:38:06 0:32:30 0:04:57 0:18:29 2 HearTech+ HearTech_1455_1 0.828 0.625 0.714 0.868 0.836 16298 0.777 0.603 0.699 0.832 0.768 12755 0.771 0.561 0.647 0.822 0.776 17647 3:04:46 0:12:05 0:01:55 0:06:19 4 PathToMyHeart PathToMyHeart_1395_1 nan nan nan nan nan nan 0.912 0.748 0.731 0.805 0.768 11222 0.88 0.684 0.686 0.778 0.771 14900 nan nan 5:03:46 15:31:08 5 CAU_UMN CAUUMN_1403_1 0.784 0.646 0.568 0.85 0.828 16169 0.762 0.631 0.544 0.805 0.734 12751 0.763 0.621 0.521 0.786 0.767 16827 1:40:45 1:29:15 0:13:39 0:42:02 6 Care4MyHeart Care4MyHeart_1454_1 1.0 1.0 1.0 1.0 1.0 16083 0.918 0.791 0.759 0.859 0.761 12482 0.891 0.717 0.695 0.851 0.757 18137 15:13:23 1:00:51 0:10:26 0:36:14 6 SmartBeatIT SmartBeatIT_1079_1 0.894 0.731 0.657 0.825 0.794 15751 0.861 0.724 0.613 0.812 0.751 12757 0.873 0.707 0.633 0.809 0.757 16979 0:27:23 0:59:14 0:10:24 0:34:14 8 CeZIS CeZIS_1429_1 0.936 0.785 0.773 0.878 0.904 14357 0.854 0.642 0.647 0.779 0.796 10972 0.804 0.587 0.586 0.761 0.756 16121 6:51:13 3:21:06 0:31:36 1:38:49 9 ISIBrno-AIMT ISIBrno-AIMT_1133_1 0.951 0.797 0.584 0.875 0.827 16799 0.898 0.762 0.539 0.812 0.709 12749 0.897 0.746 0.555 0.839 0.755 18221 2:26:20 0:06:25 0:01:04 0:03:09 9 Murmur Mia! MurmurMia_1472_1 0.989 0.985 0.845 0.895 0.938 14414 0.895 0.751 0.635 0.758 0.737 11482 0.867 0.688 0.592 0.771 0.755 15290 5:50:04 2:27:41 0:22:42 1:15:43 11 PhysioDreamfly PhysioDreamfly_1435_1 1.0 0.998 0.916 0.947 0.968 15002 0.902 0.775 0.633 0.772 0.737 11460 0.885 0.723 0.652 0.799 0.752 17246 2:41:10 0:14:02 0:02:24 0:07:50 12 Heart2Beat Heart2Beat_1126_1 0.888 0.705 0.637 0.774 0.803 14074 0.831 0.61 0.515 0.711 0.72 11006 0.849 0.65 0.579 0.738 0.751 15086 4:19:21 0:04:15 0:00:42 0:02:27 13 Listen2YourHeart Listen2YourHeart_1314_1 0.889 0.705 0.63 0.732 0.786 13632 0.837 0.666 0.591 0.711 0.671 11474 0.836 0.656 0.597 0.706 0.737 14744 0:13:32 0:05:55 0:01:02 0:03:02 14 Revenger Revenger_1359_1 0.768 0.614 0.568 0.856 0.757 18109 0.698 0.582 0.536 0.805 0.678 13552 0.776 0.611 0.559 0.843 0.736 19476 1:25:43 0:01:11 0:00:20 0:00:40 15 matLisboa matLisboa_1188_1 0.206 0.241 0.74 0.892 0.835 16161 0.278 0.266 0.663 0.819 0.754 12488 0.269 0.248 0.61 0.807 0.735 17808 3:25:15 0:02:11 0:00:26 0:01:06 15 uke-cardio ukecardio_1392_1 0.973 0.904 0.752 0.859 0.851 14804 0.892 0.794 0.584 0.732 0.682 10953 0.89 0.735 0.597 0.79 0.735 16570 27:07:53 0:40:22 0:06:14 0:19:31 17 One_Heart_Health One_Heart_Health_1138_1 0.799 0.621 0.591 0.885 0.833 16967 0.739 0.603 0.515 0.785 0.668 13553 0.756 0.597 0.53 0.82 0.729 17637 2:33:57 1:29:42 0:13:13 0:48:55 18 MetaHeart MetaHeart_1327_2 0.962 0.822 0.584 0.878 0.784 17982 0.88 0.71 0.566 0.832 0.706 14626 0.868 0.691 0.548 0.834 0.723 18889 7:49:37 0:19:14 0:03:06 0:09:39 19 Team_IIITH TeamIIITH_1427_1 0.79 0.656 0.622 0.907 0.86 17305 0.72 0.567 0.533 0.805 0.678 14089 0.725 0.584 0.536 0.813 0.708 19058 1:45:31 0:00:51 0:00:16 0:00:32 20 prna prna_1326_1 0.747 0.596 0.521 0.799 0.756 16258 0.722 0.568 0.483 0.732 0.696 11980 0.723 0.579 0.489 0.759 0.694 17148 14:05:14 0:25:02 0:01:16 0:03:58 21 HCCL HCCL_1393_1 0.946 0.922 0.934 0.961 0.936 16377 0.705 0.554 0.617 0.805 0.671 13553 0.717 0.569 0.571 0.769 0.69 17145 3:27:13 0:09:15 0:01:31 0:06:47 22 amc-sh amcsh_1275_1 0.989 0.965 0.914 0.952 0.933 15960 0.797 0.637 0.638 0.785 0.689 12488 0.814 0.658 0.595 0.803 0.688 18388 1:18:45 0:10:44 0:02:03 0:05:52 23 JUST_IT_Academy1 JUSTITAcademy1_1086_1 0.992 0.968 0.868 0.921 0.941 14925 0.839 0.667 0.662 0.799 0.723 13025 0.797 0.61 0.572 0.757 0.671 16729 6:08:56 0:12:10 0:02:02 0:06:37 23 LSMU LSMU_1418_1 0.805 0.652 0.595 0.889 0.794 18237 0.678 0.545 0.488 0.785 0.599 14625 0.741 0.584 0.523 0.824 0.671 19727 2:21:54 1:09:55 0:12:33 0:37:43 25 listNto_urHeart listNtourHeart_1251_1 0.911 0.76 0.673 0.842 0.801 16044 0.842 0.683 0.611 0.765 0.685 12224 0.819 0.627 0.565 0.78 0.668 18308 27:45:27 9:22:58 1:32:21 4:06:13 26 USST_Med USSTMed_1293_1 0.878 0.685 0.576 0.848 0.735 17812 0.744 0.577 0.467 0.758 0.571 14625 0.779 0.593 0.524 0.803 0.642 20146 0:02:46 0:05:59 0:01:18 0:03:10 27 PCGPAW PCGPAW_1479_1 0.921 0.787 0.551 0.85 0.685 20017 0.877 0.726 0.483 0.785 0.557 16230 0.89 0.721 0.522 0.824 0.637 20899 1:11:00 0:04:14 0:01:04 0:02:34 28 Melbourne_Kangas MelbourneKangas_1416_1 0.882 0.728 0.578 0.751 0.691 15852 0.797 0.639 0.524 0.732 0.626 12763 0.789 0.599 0.499 0.725 0.632 16647 11:16:36 12:17:29 1:57:57 5:34:28 29 SeaCrying SeaCrying_1388_1 0.913 0.746 0.562 0.562 0.736 11150 0.783 0.626 0.478 0.456 0.609 10132 0.798 0.612 0.461 0.447 0.601 12126 7:24:27 0:43:00 0:06:46 0:20:40 30 Simulab Simulab_1282_1 0.861 0.689 0.496 0.54 0.658 12242 0.705 0.521 0.384 0.423 0.522 8866 0.711 0.53 0.398 0.497 0.593 13134 15:11:15 0:11:04 0:01:42 0:05:49 31 MainLab MainLAB_1345_1 0.959 0.851 0.806 0.891 0.863 16177 0.775 0.616 0.605 0.765 0.609 14627 0.754 0.537 0.557 0.734 0.583 18475 2:45:41 0:03:49 0:01:11 0:02:24 32 Leicester Fox LeicesterFox_1067_2 0.984 0.96 0.755 0.902 0.825 17898 0.725 0.523 0.427 0.758 0.502 16230 0.764 0.608 0.449 0.782 0.536 22321 1:54:58 0:03:49 0:01:00 0:02:25 33 Eagles Eagles_1296_1 0.375 0.271 0.106 0.19 0.499 14851 0.395 0.29 0.102 0.181 0.467 13836 0.357 0.276 0.115 0.208 0.525 15083 0:04:47 0:08:55 0:01:36 0:04:12 33 fly_h flyh_1423_1 0.635 0.509 0.472 0.805 0.574 21245 0.637 0.534 0.479 0.785 0.557 15962 0.614 0.481 0.444 0.778 0.525 22654 0:00:02 2:02:14 0:17:00 0:57:41 33 lubdub lubdub_1464_1 0.503 0.338 0.116 0.191 0.501 14851 0.498 0.333 0.102 0.181 0.467 13836 0.5 0.333 0.115 0.208 0.525 15083 7:45:54 8:11:45 1:11:03 4:12:23 36 AKSJ_97BSc AKSJ97BSc_1430_1 0.836 0.601 0.559 0.625 0.682 12784 0.68 0.453 0.43 0.483 0.491 9383 0.655 0.425 0.425 0.491 0.494 13784 0:03:55 0:04:08 0:00:39 0:02:29 37 UKJ_FSU UKJ_FSU_1113_1 0.978 0.964 0.871 0.933 0.863 17517 0.603 0.427 0.357 0.678 0.398 17039 0.576 0.406 0.379 0.73 0.458 22574 26:00:17 0:04:29 0:00:47 0:01:50 38 BrownBAI BrownBAI_1353_1 0.745 0.525 0.516 0.623 0.59 15276 0.611 0.429 0.405 0.53 0.433 13731 0.571 0.367 0.361 0.526 0.406 18747 0:41:40 0:27:14 0:04:26 0:15:10 39 Bear_FH BearFH_1411_1 0.98 0.946 0.556 0.813 0.573 21457 0.679 0.469 0.319 0.711 0.394 18367 0.688 0.488 0.328 0.727 0.402 24406 0:00:06 0:00:29 0:00:06 0:00:15 40 MobiHealth mobihealth_1319_1 0.628 0.433 0.43 0.661 0.436 18373 0.602 0.407 0.462 0.624 0.467 13093 0.562 0.367 0.369 0.606 0.374 18822 0:25:14 1:05:43 0:10:52 0:31:17