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 CUED_Acoustics CUEDAcoustics_1328_1 0.742 0.749 0.554 0.592 0.805 10565 0.665 0.676 0.503 0.51 0.7 9257 0.693 0.715 0.549 0.602 0.821 11144 0:38:06 0:33:42 0:04:53 0:17:27 2 prna prna_1163_1 0.731 0.734 0.56 0.598 0.809 10458 0.616 0.642 0.483 0.49 0.671 9688 0.691 0.706 0.536 0.587 0.8 11403 6:48:10 0:07:03 0:01:01 0:03:32 3 Melbourne_Kangas MelbourneKangas_1416_1 0.978 0.979 0.808 0.812 0.929 6760 0.679 0.672 0.481 0.497 0.727 9420 0.663 0.667 0.528 0.568 0.755 11735 11:16:36 11:58:03 1:43:32 5:58:37 4 CeZIS CeZIS_1429_1 0.868 0.831 0.737 0.748 0.907 7595 0.609 0.571 0.487 0.497 0.695 9479 0.614 0.579 0.511 0.56 0.763 11916 6:51:13 3:15:15 0:31:58 1:40:02 5 CAU_UMN CAUUMN_1403_1 0.943 0.943 0.698 0.717 0.901 8097 0.617 0.658 0.472 0.497 0.759 9493 0.66 0.653 0.505 0.562 0.781 11933 1:40:45 1:20:14 0:12:44 0:43:09 6 HCCL HCCL_1393_1 0.664 0.623 0.581 0.599 0.751 10615 0.553 0.536 0.468 0.477 0.666 9903 0.605 0.579 0.532 0.562 0.722 11943 3:27:13 0:08:43 0:01:48 0:06:44 7 Listen2YourHeart Listen2YourHeart_1314_1 0.777 0.749 0.613 0.636 0.815 9720 0.534 0.537 0.419 0.43 0.615 10821 0.627 0.607 0.512 0.558 0.754 11946 0:13:32 0:06:05 0:01:03 0:03:23 8 uke-cardio ukecardio_1392_1 0.734 0.728 0.564 0.592 0.779 10567 0.636 0.662 0.45 0.463 0.671 10105 0.665 0.658 0.509 0.556 0.754 11990 27:07:53 0:38:52 0:06:10 0:19:40 9 HearTech+ HearTech_1455_1 0.857 0.813 0.851 0.852 0.947 6284 0.577 0.543 0.519 0.523 0.695 9120 0.547 0.527 0.508 0.551 0.741 12069 3:04:46 0:11:39 0:01:53 0:06:06 10 HearHeart HearHeart_1424_1 0.814 0.817 0.659 0.678 0.857 8876 0.577 0.584 0.468 0.477 0.666 9903 0.593 0.605 0.528 0.556 0.709 12110 7:59:12 0:15:38 0:02:36 0:08:55 11 Heart2Beat Heart2Beat_1126_1 0.692 0.675 0.592 0.603 0.726 10810 0.64 0.622 0.536 0.537 0.679 9135 0.636 0.625 0.56 0.572 0.679 12244 4:19:21 0:04:17 0:00:45 0:02:31 12 ISIBrno-AIMT ISIBrnoAIMT_1162_1 0.622 0.62 0.547 0.57 0.736 11089 0.585 0.581 0.492 0.497 0.663 9657 0.586 0.567 0.505 0.541 0.713 12313 20:21:36 0:10:42 0:01:38 0:05:19 13 UKJ_FSU UKJ_FSU_1113_1 0.829 0.821 0.625 0.65 0.839 9417 0.614 0.588 0.505 0.517 0.735 9031 0.565 0.582 0.481 0.539 0.754 12373 26:00:17 0:03:37 0:00:38 0:01:48 14 Simulab Simulab_1282_1 0.072 0.315 0.745 0.748 0.845 8298 0.355 0.418 0.53 0.537 0.732 8720 0.375 0.421 0.503 0.537 0.703 12419 15:11:15 0:11:59 0:02:04 0:06:55 15 MetaHeart MetaHeart_1327_2 0.5 0.5 0.539 0.558 0.709 11422 0.5 0.5 0.513 0.517 0.682 9294 0.5 0.5 0.511 0.537 0.684 12536 7:49:37 0:18:38 0:02:57 0:09:19 16 matLisboa matLisboa_1188_1 0.897 0.892 0.812 0.812 0.842 8276 0.683 0.683 0.576 0.577 0.642 9512 0.644 0.654 0.545 0.558 0.66 12593 3:25:15 0:02:12 0:00:25 0:01:10 17 PathToMyHeart PathToMyHeart_1157_1 0.996 0.996 0.755 0.765 0.92 7287 0.606 0.609 0.425 0.45 0.698 10411 0.566 0.567 0.46 0.535 0.774 12637 0:14:21 0:14:34 0:02:31 0:07:15 18 PhysioDreamfly PhysioDreamfly_1435_1 1.0 1.0 0.962 0.962 0.987 5455 0.62 0.643 0.53 0.53 0.645 9577 0.602 0.626 0.486 0.518 0.678 12831 2:41:10 0:14:20 0:02:28 0:07:27 19 Revenger Revenger_1359_1 0.616 0.61 0.453 0.52 0.77 12244 0.603 0.601 0.414 0.436 0.671 10647 0.594 0.604 0.442 0.52 0.761 12944 1:25:43 0:01:10 0:00:20 0:00:41 20 amc-sh amcsh_1097_1 0.932 0.914 0.812 0.816 0.933 6675 0.643 0.625 0.52 0.523 0.684 9203 0.593 0.594 0.512 0.528 0.645 13002 5:13:00 0:41:33 0:07:34 0:21:44 21 MainLab MainLab_1186_1 0.739 0.733 0.633 0.64 0.747 10277 0.588 0.613 0.516 0.517 0.639 9715 0.572 0.572 0.517 0.528 0.626 13259 1:47:52 0:03:57 0:01:11 0:02:23 22 Team_IIITH TeamIIITH_1427_1 0.939 0.922 0.863 0.863 0.909 6956 0.591 0.604 0.501 0.503 0.538 11267 0.616 0.61 0.533 0.541 0.621 13264 1:45:31 0:00:52 0:00:16 0:00:32 23 One_Heart_Health One_Heart_Health_1138_1 0.614 0.602 0.559 0.568 0.678 11662 0.534 0.563 0.49 0.49 0.576 10671 0.587 0.594 0.531 0.539 0.621 13283 2:33:57 1:32:12 0:13:31 0:44:16 24 JUST_IT_Academy1 JUSTITAcademy1_1086_1 0.821 0.826 0.74 0.741 0.799 9101 0.604 0.638 0.534 0.537 0.573 10692 0.624 0.631 0.559 0.562 0.612 13394 6:08:56 0:12:38 0:01:55 0:05:59 25 SmartBeatIT SmartBeatIT_1079_1 0.736 0.729 0.658 0.658 0.645 12260 0.642 0.68 0.548 0.557 0.549 11222 0.647 0.655 0.593 0.593 0.594 13815 0:27:23 1:01:42 0:09:13 0:32:09 26 Leicester Fox LeicesterFox_1055_1 0.977 0.977 0.865 0.866 0.946 6256 0.578 0.585 0.597 0.658 0.472 13825 0.662 0.646 0.62 0.621 0.598 13844 2:58:47 0:03:39 0:00:57 0:02:21 27 listNto_urHeart listNto_urHeart_1127_3 0.844 0.833 0.726 0.736 0.88 7968 0.556 0.556 0.529 0.53 0.592 10362 0.489 0.49 0.495 0.505 0.593 13866 0:11:30 0:10:18 0:01:30 0:05:14 28 Murmur Mia! MurmurMia_1472_1 0.999 0.999 0.471 0.559 0.85 12031 0.68 0.685 0.359 0.423 0.751 11828 0.682 0.688 0.382 0.528 0.844 14228 5:50:04 2:19:53 0:23:15 1:15:55 29 Care4MyHeart Care4MyHeart_1454_1 0.998 0.998 0.979 0.979 0.973 5848 0.595 0.615 0.579 0.597 0.544 11569 0.624 0.632 0.597 0.597 0.571 14410 15:13:23 1:02:31 0:10:55 0:30:50 30 USST_Med USSTMed_1293_1 0.909 0.913 0.819 0.821 0.781 9749 0.564 0.597 0.501 0.51 0.499 12052 0.623 0.621 0.583 0.583 0.563 14529 0:02:46 0:06:03 0:01:36 0:03:37 31 lubdub lubdub_1464_1 0.645 0.647 0.339 0.489 0.825 14584 0.6 0.6 0.277 0.383 0.756 13836 0.56 0.551 0.345 0.509 0.835 14905 7:45:54 8:03:17 1:11:24 4:11:42 32 PCGPAW PCGPAW_1479_1 0.5 0.5 0.326 0.484 0.824 14851 0.5 0.5 0.277 0.383 0.756 13836 0.5 0.5 0.337 0.507 0.837 15083 1:11:00 0:04:21 0:01:06 0:02:19 32 SeaCrying SeaCrying_1388_1 0.5 0.5 0.326 0.484 0.824 14851 0.5 0.5 0.277 0.383 0.756 13836 0.5 0.5 0.337 0.507 0.837 15083 7:24:27 0:40:35 0:06:27 0:22:08 34 LSMU LSMU_1167_2 0.252 0.364 0.246 0.29 0.46 16647 0.378 0.432 0.314 0.322 0.467 13075 0.325 0.399 0.344 0.388 0.554 15402 1:45:36 1:09:17 0:10:03 0:31:15 35 Bear_FH BearFH_1411_1 0.964 0.964 0.9 0.9 0.889 7489 0.59 0.594 0.581 0.597 0.554 11331 0.578 0.59 0.549 0.551 0.5 15982 0:00:06 0:00:28 0:00:06 0:00:15 35 fly_h flyh_1409_1 0.964 0.964 0.9 0.9 0.889 7489 0.59 0.594 0.581 0.597 0.554 11331 0.578 0.59 0.549 0.551 0.5 15982 0:00:06 0:00:29 0:00:05 0:00:15 37 AKSJ_97BSc AKSJ97BSc_1095_1 1.0 1.0 1.0 1.0 1.0 5286 0.573 0.576 0.544 0.55 0.557 11033 0.549 0.55 0.518 0.52 0.476 16427 0:01:21 0:01:44 0:00:18 0:00:59 38 BrownBAI BrownBAI_1353_1 0.673 0.658 0.622 0.622 0.628 12508 0.428 0.465 0.468 0.477 0.464 12616 0.487 0.486 0.497 0.499 0.458 16773 0:41:40 0:27:50 0:04:26 0:14:54 39 MobiHealth mobihealth_1358_1 0.545 0.525 0.521 0.552 0.392 18291 0.609 0.564 0.607 0.624 0.576 11032 0.523 0.512 0.503 0.52 0.393 18754 0:20:15 1:02:22 0:11:33 0:29:21