62 KiB
62 KiB
| 1 | dataset | fold_id | method | classifier_accuracy | autoencoder_loss | best_lr | proximity | validity | lof_score | relative_proximity | compactness | pred_margin_weight | step_weight_type | threshold_tau |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2 | TwoLeadECG | 1 | 1dCNN autoencoder | 0.9914529914529915 | 0.00019447326485533267 | 0.0001 | 0.17780329836431494 | 0.0 | 0.26 | 0.8440555131464493 | 0.5031707317073171 | 1.0 | unconstrained | 0.4 |
| 3 | TwoLeadECG | 1 | LSTM autoencoder | 0.9914529914529915 | 0.004377539269626141 | 0.0001 | 0.5915406232687777 | 0.0 | 1.0 | 2.8081207093079805 | 0.19682926829268294 | 1.0 | unconstrained | 0.4 |
| 4 | TwoLeadECG | 1 | No autoencoder | 0.9914529914529915 | 0 | 0.0001 | 0.060101827549264714 | 0.0 | 0.22 | 0.28531123640457384 | 0.868780487804878 | 1.0 | unconstrained | 0.4 |
| 5 | TwoLeadECG | 2 | 1dCNN autoencoder | 0.982905982905983 | 0.00011862044630106539 | 0.0001 | 0.17154973705965074 | 0.0 | 0.28 | 0.6841661339627114 | 0.4329268292682927 | 1.0 | unconstrained | 0.4 |
| 6 | TwoLeadECG | 2 | LSTM autoencoder | 0.982905982905983 | 0.005427480675280094 | 0.0001 | 0.8547675840004922 | 0.0 | 1.0 | 3.4089415898021342 | 0.16560975609756098 | 1.0 | unconstrained | 0.4 |
| 7 | TwoLeadECG | 2 | No autoencoder | 0.982905982905983 | 0 | 0.0001 | 0.07415830277872225 | 0.0 | 0.3 | 0.2957544568879905 | 0.7360975609756097 | 1.0 | unconstrained | 0.4 |
| 8 | TwoLeadECG | 3 | 1dCNN autoencoder | 0.9956896551724138 | 0.0001453538570785895 | 0.0001 | 0.160518456398272 | 0.0 | 0.54 | 0.6821244778130812 | 0.49121951219512194 | 1.0 | unconstrained | 0.4 |
| 9 | TwoLeadECG | 3 | LSTM autoencoder | 0.9956896551724138 | 0.004375793971121311 | 0.0001 | 0.5987165794811675 | 0.0 | 1.0 | 2.5442509434760674 | 0.17878048780487804 | 1.0 | unconstrained | 0.4 |
| 10 | TwoLeadECG | 3 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.061929368987020436 | 0.0 | 0.36 | 0.2631693540383416 | 0.8963414634146342 | 1.0 | unconstrained | 0.4 |
| 11 | TwoLeadECG | 4 | 1dCNN autoencoder | 1.0 | 0.00018063616880681366 | 0.0001 | 0.1839362674803352 | 0.0 | 0.44 | 0.7503269307464859 | 0.474390243902439 | 1.0 | unconstrained | 0.4 |
| 12 | TwoLeadECG | 4 | LSTM autoencoder | 1.0 | 0.004404156934469938 | 0.0001 | 0.7053467436915691 | 0.0 | 1.0 | 2.877304538990414 | 0.17560975609756097 | 1.0 | unconstrained | 0.4 |
| 13 | TwoLeadECG | 4 | No autoencoder | 1.0 | 0 | 0.0001 | 0.0704413637613419 | 0.0 | 0.36 | 0.28734981411045035 | 0.7943902439024391 | 1.0 | unconstrained | 0.4 |
| 14 | TwoLeadECG | 5 | 1dCNN autoencoder | 0.9956896551724138 | 8.87543719727546e-05 | 0.0001 | 0.16049472694107159 | 0.0 | 0.4 | 0.6439922750650598 | 0.47048780487804875 | 1.0 | unconstrained | 0.4 |
| 15 | TwoLeadECG | 5 | LSTM autoencoder | 0.9956896551724138 | 0.0057897125370800495 | 0.0001 | 0.6696574244387147 | 0.0 | 1.0 | 2.687030387215392 | 0.17634146341463414 | 1.0 | unconstrained | 0.4 |
| 16 | TwoLeadECG | 5 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.06590750392461417 | 0.0 | 0.24 | 0.2644568092997577 | 0.7619512195121951 | 1.0 | unconstrained | 0.4 |
| 17 | TwoLeadECG | 1 | 1dCNN autoencoder | 0.9914529914529915 | 0.00019447326485533267 | 0.0001 | 0.1896751555061688 | 1.0 | 0.28 | 0.9004127717802967 | 0.4551219512195122 | 1.0 | unconstrained | 0.5 |
| 18 | TwoLeadECG | 1 | LSTM autoencoder | 0.9914529914529915 | 0.004377539269626141 | 0.0001 | 0.6076246380599808 | 1.0 | 1.0 | 2.884473631233127 | 0.19634146341463415 | 1.0 | unconstrained | 0.5 |
| 19 | TwoLeadECG | 1 | No autoencoder | 0.9914529914529915 | 0 | 0.0001 | 0.07058416541240597 | 0.98 | 0.2 | 0.3350722652799744 | 0.7748780487804878 | 1.0 | unconstrained | 0.5 |
| 20 | TwoLeadECG | 2 | 1dCNN autoencoder | 0.982905982905983 | 0.00011862044630106539 | 0.0001 | 0.1742060583650342 | 1.0 | 0.32 | 0.6947599425526659 | 0.424390243902439 | 1.0 | unconstrained | 0.5 |
| 21 | TwoLeadECG | 2 | LSTM autoencoder | 0.982905982905983 | 0.005427480675280094 | 0.0001 | 0.8595767565245545 | 0.98 | 1.0 | 3.428121292608692 | 0.16439024390243903 | 1.0 | unconstrained | 0.5 |
| 22 | TwoLeadECG | 2 | No autoencoder | 0.982905982905983 | 0 | 0.0001 | 0.07851236931435417 | 0.9 | 0.3 | 0.313119128613858 | 0.7129268292682926 | 1.0 | unconstrained | 0.5 |
| 23 | TwoLeadECG | 3 | 1dCNN autoencoder | 0.9956896551724138 | 0.0001453538570785895 | 0.0001 | 0.17072207426207586 | 0.94 | 0.48 | 0.7254848343934003 | 0.4629268292682927 | 1.0 | unconstrained | 0.5 |
| 24 | TwoLeadECG | 3 | LSTM autoencoder | 0.9956896551724138 | 0.004375793971121311 | 0.0001 | 0.5890658925515468 | 1.0 | 1.0 | 2.5032402713694797 | 0.18195121951219512 | 1.0 | unconstrained | 0.5 |
| 25 | TwoLeadECG | 3 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.06515802189557615 | 0.94 | 0.36 | 0.2768895406679955 | 0.8653658536585366 | 1.0 | unconstrained | 0.5 |
| 26 | TwoLeadECG | 4 | 1dCNN autoencoder | 1.0 | 0.00018063616880681366 | 0.0001 | 0.18915567235802377 | 0.98 | 0.42 | 0.7716183274669179 | 0.4446341463414634 | 1.0 | unconstrained | 0.5 |
| 27 | TwoLeadECG | 4 | LSTM autoencoder | 1.0 | 0.004404156934469938 | 0.0001 | 0.6973441131256891 | 0.94 | 1.0 | 2.8446595945612967 | 0.18707317073170732 | 1.0 | unconstrained | 0.5 |
| 28 | TwoLeadECG | 4 | No autoencoder | 1.0 | 0 | 0.0001 | 0.07345599137312074 | 0.9 | 0.36 | 0.29964731429502633 | 0.7697560975609756 | 1.0 | unconstrained | 0.5 |
| 29 | TwoLeadECG | 5 | 1dCNN autoencoder | 0.9956896551724138 | 8.87543719727546e-05 | 0.0001 | 0.18196440846621253 | 1.0 | 0.4 | 0.7301403330967382 | 0.41073170731707315 | 1.0 | unconstrained | 0.5 |
| 30 | TwoLeadECG | 5 | LSTM autoencoder | 0.9956896551724138 | 0.0057897125370800495 | 0.0001 | 0.6576555597223168 | 1.0 | 1.0 | 2.6388723678770125 | 0.17634146341463414 | 1.0 | unconstrained | 0.5 |
| 31 | TwoLeadECG | 5 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.07801562587609974 | 0.96 | 0.24 | 0.31304119054964985 | 0.6453658536585366 | 1.0 | unconstrained | 0.5 |
| 32 | TwoLeadECG | 1 | 1dCNN autoencoder | 0.9914529914529915 | 0.00019447326485533267 | 0.0001 | 0.21127695917954817 | 1.0 | 0.4 | 1.002959359229219 | 0.38146341463414635 | 1.0 | unconstrained | 0.6 |
| 33 | TwoLeadECG | 1 | LSTM autoencoder | 0.9914529914529915 | 0.004377539269626141 | 0.0001 | 0.598685488601706 | 1.0 | 1.0 | 2.842038319557203 | 0.19 | 1.0 | unconstrained | 0.6 |
| 34 | TwoLeadECG | 1 | No autoencoder | 0.9914529914529915 | 0 | 0.0001 | 0.08087665695741642 | 1.0 | 0.2 | 0.38393206885222836 | 0.6407317073170732 | 1.0 | unconstrained | 0.6 |
| 35 | TwoLeadECG | 2 | 1dCNN autoencoder | 0.982905982905983 | 0.00011862044630106539 | 0.0001 | 0.20033357467363058 | 1.0 | 0.4 | 0.7989604043504269 | 0.37390243902439024 | 1.0 | unconstrained | 0.6 |
| 36 | TwoLeadECG | 2 | LSTM autoencoder | 0.982905982905983 | 0.005427480675280094 | 0.0001 | 0.8526641060562514 | 1.0 | 1.0 | 3.4005526036244005 | 0.16463414634146342 | 1.0 | unconstrained | 0.6 |
| 37 | TwoLeadECG | 2 | No autoencoder | 0.982905982905983 | 0 | 0.0001 | 0.08425480708466404 | 1.0 | 0.3 | 0.33602083348483813 | 0.6697560975609756 | 1.0 | unconstrained | 0.6 |
| 38 | TwoLeadECG | 3 | 1dCNN autoencoder | 0.9956896551724138 | 0.0001453538570785895 | 0.0001 | 0.19915702501015098 | 1.0 | 0.46 | 0.84631938741543 | 0.3729268292682927 | 1.0 | unconstrained | 0.6 |
| 39 | TwoLeadECG | 3 | LSTM autoencoder | 0.9956896551724138 | 0.004375793971121311 | 0.0001 | 0.5798862992387105 | 1.0 | 1.0 | 2.4642315153949097 | 0.18097560975609756 | 1.0 | unconstrained | 0.6 |
| 40 | TwoLeadECG | 3 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.06927589499438716 | 1.0 | 0.36 | 0.29438847568302995 | 0.8204878048780487 | 1.0 | unconstrained | 0.6 |
| 41 | TwoLeadECG | 4 | 1dCNN autoencoder | 1.0 | 0.00018063616880681366 | 0.0001 | 0.20968202002945482 | 1.0 | 0.42 | 0.8553509793181182 | 0.39682926829268295 | 1.0 | unconstrained | 0.6 |
| 42 | TwoLeadECG | 4 | LSTM autoencoder | 1.0 | 0.004404156934469938 | 0.0001 | 0.7048108632074789 | 1.0 | 1.0 | 2.875118534216139 | 0.174390243902439 | 1.0 | unconstrained | 0.6 |
| 43 | TwoLeadECG | 4 | No autoencoder | 1.0 | 0 | 0.0001 | 0.07727374398105823 | 1.0 | 0.36 | 0.31522098356592954 | 0.7297560975609756 | 1.0 | unconstrained | 0.6 |
| 44 | TwoLeadECG | 5 | 1dCNN autoencoder | 0.9956896551724138 | 8.87543719727546e-05 | 0.0001 | 0.20375778037292272 | 1.0 | 0.48 | 0.8175872132717759 | 0.35073170731707315 | 1.0 | unconstrained | 0.6 |
| 45 | TwoLeadECG | 5 | LSTM autoencoder | 0.9956896551724138 | 0.0057897125370800495 | 0.0001 | 0.6729885230014103 | 1.0 | 1.0 | 2.700396569287181 | 0.16634146341463416 | 1.0 | unconstrained | 0.6 |
| 46 | TwoLeadECG | 5 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.08840422103752633 | 1.0 | 0.24 | 0.3547258935940895 | 0.5765853658536585 | 1.0 | unconstrained | 0.6 |
| 47 | TwoLeadECG | 1 | 1dCNN autoencoder | 0.9914529914529915 | 0.00019447326485533267 | 0.0001 | 0.25177527649776543 | 1.0 | 0.56 | 1.195210168522733 | 0.31853658536585366 | 1.0 | unconstrained | 0.7 |
| 48 | TwoLeadECG | 1 | LSTM autoencoder | 0.9914529914529915 | 0.004377539269626141 | 0.0001 | 0.5832156933647229 | 1.0 | 1.0 | 2.768601178192885 | 0.19878048780487806 | 1.0 | unconstrained | 0.7 |
| 49 | TwoLeadECG | 1 | No autoencoder | 0.9914529914529915 | 0 | 0.0001 | 0.0908914188297848 | 1.0 | 0.2 | 0.4314734533427531 | 0.5129268292682927 | 1.0 | unconstrained | 0.7 |
| 50 | TwoLeadECG | 2 | 1dCNN autoencoder | 0.982905982905983 | 0.00011862044630106539 | 0.0001 | 0.2676520999099266 | 1.0 | 0.36 | 1.0674368004347476 | 0.21804878048780488 | 1.0 | unconstrained | 0.7 |
| 51 | TwoLeadECG | 2 | LSTM autoencoder | 0.982905982905983 | 0.005427480675280094 | 0.0001 | 0.8420709175646269 | 1.0 | 1.0 | 3.3583053758473453 | 0.1721951219512195 | 1.0 | unconstrained | 0.7 |
| 52 | TwoLeadECG | 2 | No autoencoder | 0.982905982905983 | 0 | 0.0001 | 0.09139440373108343 | 1.0 | 0.3 | 0.3644946179356729 | 0.6090243902439024 | 1.0 | unconstrained | 0.7 |
| 53 | TwoLeadECG | 3 | 1dCNN autoencoder | 0.9956896551724138 | 0.0001453538570785895 | 0.0001 | 0.23727842860212525 | 1.0 | 0.5 | 1.0083166000858426 | 0.27634146341463417 | 1.0 | unconstrained | 0.7 |
| 54 | TwoLeadECG | 3 | LSTM autoencoder | 0.9956896551724138 | 0.004375793971121311 | 0.0001 | 0.5913268879726364 | 1.0 | 1.0 | 2.512848389685307 | 0.17853658536585365 | 1.0 | unconstrained | 0.7 |
| 55 | TwoLeadECG | 3 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.07731519723124043 | 1.0 | 0.38 | 0.3285515555141047 | 0.7468292682926829 | 1.0 | unconstrained | 0.7 |
| 56 | TwoLeadECG | 4 | 1dCNN autoencoder | 1.0 | 0.00018063616880681366 | 0.0001 | 0.24922445758428474 | 1.0 | 0.48 | 1.0166555236104617 | 0.2819512195121951 | 1.0 | unconstrained | 0.7 |
| 57 | TwoLeadECG | 4 | LSTM autoencoder | 1.0 | 0.004404156934469938 | 0.0001 | 0.6902986092301202 | 1.0 | 1.0 | 2.8159190346600806 | 0.1797560975609756 | 1.0 | unconstrained | 0.7 |
| 58 | TwoLeadECG | 4 | No autoencoder | 1.0 | 0 | 0.0001 | 0.08501272272766855 | 1.0 | 0.36 | 0.34679041927102894 | 0.6758536585365854 | 1.0 | unconstrained | 0.7 |
| 59 | TwoLeadECG | 5 | 1dCNN autoencoder | 0.9956896551724138 | 8.87543719727546e-05 | 0.0001 | 0.26052144687915624 | 1.0 | 0.62 | 1.0453539656823116 | 0.2780487804878049 | 1.0 | unconstrained | 0.7 |
| 60 | TwoLeadECG | 5 | LSTM autoencoder | 0.9956896551724138 | 0.0057897125370800495 | 0.0001 | 0.6778271121574718 | 1.0 | 1.0 | 2.7198116248351507 | 0.15951219512195122 | 1.0 | unconstrained | 0.7 |
| 61 | TwoLeadECG | 5 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.09982288413625395 | 1.0 | 0.24 | 0.40054379033938886 | 0.48365853658536584 | 1.0 | unconstrained | 0.7 |
| 62 | TwoLeadECG | 1 | 1dCNN autoencoder | 0.9914529914529915 | 0.00019447326485533267 | 0.0001 | 0.31388601970101676 | 1.0 | 0.7 | 1.4900579902932274 | 0.22121951219512195 | 1.0 | unconstrained | 0.8 |
| 63 | TwoLeadECG | 1 | LSTM autoencoder | 0.9914529914529915 | 0.004377539269626141 | 0.0001 | 0.6073302255869284 | 1.0 | 1.0 | 2.883076016715821 | 0.20195121951219513 | 1.0 | unconstrained | 0.8 |
| 64 | TwoLeadECG | 1 | No autoencoder | 0.9914529914529915 | 0 | 0.0001 | 0.1040988104165526 | 1.0 | 0.2 | 0.4941706686680497 | 0.37390243902439024 | 1.0 | unconstrained | 0.8 |
| 65 | TwoLeadECG | 2 | 1dCNN autoencoder | 0.982905982905983 | 0.00011862044630106539 | 0.0001 | 0.3006642564219315 | 1.0 | 0.5 | 1.199094242070679 | 0.18536585365853658 | 1.0 | unconstrained | 0.8 |
| 66 | TwoLeadECG | 2 | LSTM autoencoder | 0.982905982905983 | 0.005427480675280094 | 0.0001 | 0.8549081686780553 | 1.0 | 1.0 | 3.4095022626250207 | 0.1651219512195122 | 1.0 | unconstrained | 0.8 |
| 67 | TwoLeadECG | 2 | No autoencoder | 0.982905982905983 | 0 | 0.0001 | 0.10486378428191216 | 1.0 | 0.32 | 0.4182125319137556 | 0.434390243902439 | 1.0 | unconstrained | 0.8 |
| 68 | TwoLeadECG | 3 | 1dCNN autoencoder | 0.9956896551724138 | 0.0001453538570785895 | 0.0001 | 0.26988652459135754 | 1.0 | 0.54 | 1.1468849675385298 | 0.2151219512195122 | 1.0 | unconstrained | 0.8 |
| 69 | TwoLeadECG | 3 | LSTM autoencoder | 0.9956896551724138 | 0.004375793971121311 | 0.0001 | 0.6075802409691962 | 1.0 | 1.0 | 2.5819171446076807 | 0.1770731707317073 | 1.0 | unconstrained | 0.8 |
| 70 | TwoLeadECG | 3 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.09555987435892441 | 1.0 | 0.38 | 0.40608245842604973 | 0.44609756097560976 | 1.0 | unconstrained | 0.8 |
| 71 | TwoLeadECG | 4 | 1dCNN autoencoder | 1.0 | 0.00018063616880681366 | 0.0001 | 0.2809782646865325 | 1.0 | 0.54 | 1.146188089150277 | 0.2202439024390244 | 1.0 | unconstrained | 0.8 |
| 72 | TwoLeadECG | 4 | LSTM autoencoder | 1.0 | 0.004404156934469938 | 0.0001 | 0.6439636228662934 | 1.0 | 1.0 | 2.626905804258049 | 0.18658536585365854 | 1.0 | unconstrained | 0.8 |
| 73 | TwoLeadECG | 4 | No autoencoder | 1.0 | 0 | 0.0001 | 0.10409332117908213 | 1.0 | 0.36 | 0.4246254600108107 | 0.38341463414634147 | 1.0 | unconstrained | 0.8 |
| 74 | TwoLeadECG | 5 | 1dCNN autoencoder | 0.9956896551724138 | 8.87543719727546e-05 | 0.0001 | 0.33460433603575784 | 1.0 | 0.74 | 1.3426148741286663 | 0.19048780487804878 | 1.0 | unconstrained | 0.8 |
| 75 | TwoLeadECG | 5 | LSTM autoencoder | 0.9956896551724138 | 0.0057897125370800495 | 0.0001 | 0.7136114993945789 | 1.0 | 1.0 | 2.8633980802150525 | 0.1651219512195122 | 1.0 | unconstrained | 0.8 |
| 76 | TwoLeadECG | 5 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.1123806807385969 | 1.0 | 0.26 | 0.4509325112517991 | 0.3726829268292683 | 1.0 | unconstrained | 0.8 |
| 77 | TwoLeadECG | 1 | 1dCNN autoencoder | 0.9914529914529915 | 0.00019447326485533267 | 0.0001 | 0.36316732548610553 | 1.0 | 0.76 | 1.7240027946113712 | 0.15878048780487805 | 1.0 | unconstrained | 0.9 |
| 78 | TwoLeadECG | 1 | LSTM autoencoder | 0.9914529914529915 | 0.004377539269626141 | 0.0001 | 0.6157971760551032 | 1.0 | 1.0 | 2.923269738024397 | 0.1975609756097561 | 1.0 | unconstrained | 0.9 |
| 79 | TwoLeadECG | 1 | No autoencoder | 0.9914529914529915 | 0 | 0.0001 | 0.12238202985972776 | 1.0 | 0.24 | 0.5809635027214339 | 0.24073170731707316 | 1.0 | unconstrained | 0.9 |
| 80 | TwoLeadECG | 2 | 1dCNN autoencoder | 0.982905982905983 | 0.00011862044630106539 | 0.0001 | 0.31736452764441686 | 1.0 | 0.54 | 1.2656974336246454 | 0.17268292682926828 | 1.0 | unconstrained | 0.9 |
| 81 | TwoLeadECG | 2 | LSTM autoencoder | 0.982905982905983 | 0.005427480675280094 | 0.0001 | 0.8588677954838968 | 1.0 | 1.0 | 3.425293849427313 | 0.16707317073170733 | 1.0 | unconstrained | 0.9 |
| 82 | TwoLeadECG | 2 | No autoencoder | 0.982905982905983 | 0 | 0.0001 | 0.11710140410573051 | 1.0 | 0.3 | 0.4670179989886248 | 0.3326829268292683 | 1.0 | unconstrained | 0.9 |
| 83 | TwoLeadECG | 3 | 1dCNN autoencoder | 0.9956896551724138 | 0.0001453538570785895 | 0.0001 | 0.28346124896868496 | 1.0 | 0.64 | 1.2045708684941572 | 0.20390243902439023 | 1.0 | unconstrained | 0.9 |
| 84 | TwoLeadECG | 3 | LSTM autoencoder | 0.9956896551724138 | 0.004375793971121311 | 0.0001 | 0.6040161355229953 | 1.0 | 1.0 | 2.5667714497080962 | 0.18414634146341463 | 1.0 | unconstrained | 0.9 |
| 85 | TwoLeadECG | 3 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.10377448563365517 | 1.0 | 0.38 | 0.4409905154304746 | 0.3197560975609756 | 1.0 | unconstrained | 0.9 |
| 86 | TwoLeadECG | 4 | 1dCNN autoencoder | 1.0 | 0.00018063616880681366 | 0.0001 | 0.2927822760679667 | 1.0 | 0.56 | 1.194339917779044 | 0.2095121951219512 | 1.0 | unconstrained | 0.9 |
| 87 | TwoLeadECG | 4 | LSTM autoencoder | 1.0 | 0.004404156934469938 | 0.0001 | 0.6539795818456291 | 1.0 | 1.0 | 2.667763672379414 | 0.18804878048780488 | 1.0 | unconstrained | 0.9 |
| 88 | TwoLeadECG | 4 | No autoencoder | 1.0 | 0 | 0.0001 | 0.11305623015492726 | 1.0 | 0.36 | 0.46118764578597343 | 0.29853658536585365 | 1.0 | unconstrained | 0.9 |
| 89 | TwoLeadECG | 5 | 1dCNN autoencoder | 0.9956896551724138 | 8.87543719727546e-05 | 0.0001 | 0.3751448872265339 | 1.0 | 0.76 | 1.5052856502428578 | 0.16073170731707317 | 1.0 | unconstrained | 0.9 |
| 90 | TwoLeadECG | 5 | LSTM autoencoder | 0.9956896551724138 | 0.0057897125370800495 | 0.0001 | 0.782542024385142 | 1.0 | 1.0 | 3.1399848968423707 | 0.16121951219512196 | 1.0 | unconstrained | 0.9 |
| 91 | TwoLeadECG | 5 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.13190596944282984 | 1.0 | 0.3 | 0.5292786060649818 | 0.24780487804878049 | 1.0 | unconstrained | 0.9 |
| 92 | TwoLeadECG | 1 | 1dCNN autoencoder | 0.9914529914529915 | 0.00019447326485533267 | 0.0001 | 0.33158959843286967 | 1.0 | 0.58 | 1.5740991940757647 | 0.1773170731707317 | 1.0 | unconstrained | 0.99 |
| 93 | TwoLeadECG | 1 | LSTM autoencoder | 0.9914529914529915 | 0.004377539269626141 | 0.0001 | 0.6983989859347581 | 1.0 | 1.0 | 3.3153913334401452 | 0.18317073170731707 | 1.0 | unconstrained | 0.99 |
| 94 | TwoLeadECG | 1 | No autoencoder | 0.9914529914529915 | 0 | 0.0001 | 0.14003398846314077 | 1.0 | 0.26 | 0.6647596590026039 | 0.1421951219512195 | 1.0 | unconstrained | 0.99 |
| 95 | TwoLeadECG | 2 | 1dCNN autoencoder | 0.982905982905983 | 0.00011862044630106539 | 0.0001 | 0.30944198750177565 | 1.0 | 0.52 | 1.2341011528406622 | 0.18365853658536585 | 1.0 | unconstrained | 0.99 |
| 96 | TwoLeadECG | 2 | LSTM autoencoder | 0.982905982905983 | 0.005427480675280094 | 0.0001 | 0.8424865150262698 | 1.0 | 1.0 | 3.359962840985389 | 0.1704878048780488 | 1.0 | unconstrained | 0.99 |
| 97 | TwoLeadECG | 2 | No autoencoder | 0.982905982905983 | 0 | 0.0001 | 0.1137824916396832 | 1.0 | 0.3 | 0.45378167726773116 | 0.37609756097560976 | 1.0 | unconstrained | 0.99 |
| 98 | TwoLeadECG | 3 | 1dCNN autoencoder | 0.9956896551724138 | 0.0001453538570785895 | 0.0001 | 0.2861546428814133 | 1.0 | 0.64 | 1.2160164676949512 | 0.20560975609756096 | 1.0 | unconstrained | 0.99 |
| 99 | TwoLeadECG | 3 | LSTM autoencoder | 0.9956896551724138 | 0.004375793971121311 | 0.0001 | 0.604115768467334 | 1.0 | 1.0 | 2.5671948407103207 | 0.17853658536585365 | 1.0 | unconstrained | 0.99 |
| 100 | TwoLeadECG | 3 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.09635291911623088 | 1.0 | 0.38 | 0.40945250853180126 | 0.4121951219512195 | 1.0 | unconstrained | 0.99 |
| 101 | TwoLeadECG | 4 | 1dCNN autoencoder | 1.0 | 0.00018063616880681366 | 0.0001 | 0.29460033861305507 | 1.0 | 0.56 | 1.2017562979635943 | 0.20902439024390243 | 1.0 | unconstrained | 0.99 |
| 102 | TwoLeadECG | 4 | LSTM autoencoder | 1.0 | 0.004404156934469938 | 0.0001 | 0.6855843848878407 | 1.0 | 1.0 | 2.79668840912849 | 0.18439024390243902 | 1.0 | unconstrained | 0.99 |
| 103 | TwoLeadECG | 4 | No autoencoder | 1.0 | 0 | 0.0001 | 0.1089839535248601 | 1.0 | 0.36 | 0.4445757026012744 | 0.3539024390243902 | 1.0 | unconstrained | 0.99 |
| 104 | TwoLeadECG | 5 | 1dCNN autoencoder | 0.9956896551724138 | 8.87543719727546e-05 | 0.0001 | 0.32808233705450524 | 1.0 | 0.56 | 1.316445061313252 | 0.18682926829268293 | 1.0 | unconstrained | 0.99 |
| 105 | TwoLeadECG | 5 | LSTM autoencoder | 0.9956896551724138 | 0.0057897125370800495 | 0.0001 | 0.9364069969093433 | 1.0 | 1.0 | 3.757374985583823 | 0.14878048780487804 | 1.0 | unconstrained | 0.99 |
| 106 | TwoLeadECG | 5 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.14871138567676648 | 1.0 | 0.3 | 0.5967110908585902 | 0.15585365853658537 | 1.0 | unconstrained | 0.99 |
| 107 | TwoLeadECG | 1 | 1dCNN autoencoder | 0.9914529914529915 | 0.00019447326485533267 | 0.0001 | 0.15635121916723324 | 0.0 | 0.16 | 0.7422196873697487 | 0.6521951219512195 | 0.5 | local | 0.4 |
| 108 | TwoLeadECG | 1 | LSTM autoencoder | 0.9914529914529915 | 0.004377533216029406 | 0.0001 | 0.5204667193836741 | 0.0 | 1.0 | 2.470723591442688 | 0.21951219512195122 | 0.5 | local | 0.4 |
| 109 | TwoLeadECG | 1 | No autoencoder | 0.9914529914529915 | 0 | 0.0001 | 0.053032230668259156 | 0.0 | 0.16 | 0.2517509353413777 | 0.9041463414634147 | 0.5 | local | 0.4 |
| 110 | TwoLeadECG | 2 | 1dCNN autoencoder | 0.982905982905983 | 0.00011862044630106539 | 0.0001 | 0.14816038089482356 | 0.0 | 0.28 | 0.5908858663421175 | 0.6104878048780488 | 0.5 | local | 0.4 |
| 111 | TwoLeadECG | 2 | LSTM autoencoder | 0.982905982905983 | 0.005427421536296606 | 0.0001 | 0.808735102627808 | 0.0 | 1.0 | 3.2253571357699546 | 0.17902439024390243 | 0.5 | local | 0.4 |
| 112 | TwoLeadECG | 2 | No autoencoder | 0.982905982905983 | 0 | 0.0001 | 0.07545314748494203 | 0.04 | 0.32 | 0.30091849218131445 | 0.8568292682926829 | 0.5 | local | 0.4 |
| 113 | TwoLeadECG | 3 | 1dCNN autoencoder | 0.9956896551724138 | 0.0001453538570785895 | 0.0001 | 0.13910180863728364 | 0.0 | 0.4 | 0.5911142600582825 | 0.6451219512195122 | 0.5 | local | 0.4 |
| 114 | TwoLeadECG | 3 | LSTM autoencoder | 0.9956896551724138 | 0.004375797230750322 | 0.0001 | 0.5530082356986781 | 0.0 | 1.0 | 2.3500129671465926 | 0.18707317073170732 | 0.5 | local | 0.4 |
| 115 | TwoLeadECG | 3 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.06472870548525571 | 0.0 | 0.34 | 0.2750651571125007 | 0.833170731707317 | 0.5 | local | 0.4 |
| 116 | TwoLeadECG | 4 | 1dCNN autoencoder | 1.0 | 0.00018063616880681366 | 0.0001 | 0.15938079692374502 | 0.0 | 0.44 | 0.6501583717768319 | 0.6519512195121951 | 0.5 | local | 0.4 |
| 117 | TwoLeadECG | 4 | LSTM autoencoder | 1.0 | 0.004404152277857065 | 0.0001 | 0.5521045458400344 | 0.06 | 1.0 | 2.2521872113971457 | 0.21804878048780488 | 0.5 | local | 0.4 |
| 118 | TwoLeadECG | 4 | No autoencoder | 1.0 | 0 | 0.0001 | 0.07955707962854333 | 0.02 | 0.36 | 0.32453534147756163 | 0.8141463414634146 | 0.5 | local | 0.4 |
| 119 | TwoLeadECG | 5 | 1dCNN autoencoder | 0.9956896551724138 | 8.87543719727546e-05 | 0.0001 | 0.12886695139229468 | 0.0 | 0.22 | 0.5170844101207966 | 0.6602439024390244 | 0.5 | local | 0.4 |
| 120 | TwoLeadECG | 5 | LSTM autoencoder | 0.9956896551724138 | 0.0057897488586604595 | 0.0001 | 0.5632685524032454 | 0.0 | 1.0 | 2.260140276558465 | 0.20682926829268292 | 0.5 | local | 0.4 |
| 121 | TwoLeadECG | 5 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.05908241127849573 | 0.0 | 0.24 | 0.23707081958859758 | 0.8195121951219512 | 0.5 | local | 0.4 |
| 122 | TwoLeadECG | 1 | 1dCNN autoencoder | 0.9914529914529915 | 0.00019447326485533267 | 0.0001 | 0.16355150223689688 | 1.0 | 0.2 | 0.776400372863626 | 0.6092682926829268 | 0.5 | local | 0.5 |
| 123 | TwoLeadECG | 1 | LSTM autoencoder | 0.9914529914529915 | 0.00437752204015851 | 0.0001 | 0.5134591216113812 | 0.88 | 1.0 | 2.4374576082577346 | 0.2202439024390244 | 0.5 | local | 0.5 |
| 124 | TwoLeadECG | 1 | No autoencoder | 0.9914529914529915 | 0 | 0.0001 | 0.0637785446026547 | 0.78 | 0.18 | 0.3027650931538152 | 0.8248780487804878 | 0.5 | local | 0.5 |
| 125 | TwoLeadECG | 2 | 1dCNN autoencoder | 0.982905982905983 | 0.00011862044630106539 | 0.0001 | 0.15373340255362913 | 0.96 | 0.26 | 0.6131119142985166 | 0.5821951219512195 | 0.5 | local | 0.5 |
| 126 | TwoLeadECG | 2 | LSTM autoencoder | 0.982905982905983 | 0.00542747275903821 | 0.0001 | 0.8148364916901693 | 0.94 | 1.0 | 3.249690392341177 | 0.17902439024390243 | 0.5 | local | 0.5 |
| 127 | TwoLeadECG | 2 | No autoencoder | 0.982905982905983 | 0 | 0.0001 | 0.07882967849267326 | 0.88 | 0.34 | 0.3143846053060547 | 0.8463414634146341 | 0.5 | local | 0.5 |
| 128 | TwoLeadECG | 3 | 1dCNN autoencoder | 0.9956896551724138 | 0.0001453538570785895 | 0.0001 | 0.14596242448980207 | 0.86 | 0.38 | 0.6202685025727007 | 0.6268292682926829 | 0.5 | local | 0.5 |
| 129 | TwoLeadECG | 3 | LSTM autoencoder | 0.9956896551724138 | 0.004375814460217953 | 0.0001 | 0.5550298226259003 | 0.92 | 1.0 | 2.3586037171327727 | 0.19585365853658537 | 0.5 | local | 0.5 |
| 130 | TwoLeadECG | 3 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.06725848045446385 | 0.86 | 0.34 | 0.28581545629039806 | 0.8321951219512195 | 0.5 | local | 0.5 |
| 131 | TwoLeadECG | 4 | 1dCNN autoencoder | 1.0 | 0.00018063616880681366 | 0.0001 | 0.1616614631211072 | 0.72 | 0.44 | 0.6594618402627681 | 0.6480487804878049 | 0.5 | local | 0.5 |
| 132 | TwoLeadECG | 4 | LSTM autoencoder | 1.0 | 0.004404156934469938 | 0.0001 | 0.5711199604952405 | 0.82 | 1.0 | 2.329756349395653 | 0.22 | 0.5 | local | 0.5 |
| 133 | TwoLeadECG | 4 | No autoencoder | 1.0 | 0 | 0.0001 | 0.08147407132637259 | 0.8 | 0.36 | 0.332355281050123 | 0.8102439024390244 | 0.5 | local | 0.5 |
| 134 | TwoLeadECG | 5 | 1dCNN autoencoder | 0.9956896551724138 | 8.87543719727546e-05 | 0.0001 | 0.13740899762793035 | 0.98 | 0.22 | 0.5513597529550677 | 0.6131707317073171 | 0.5 | local | 0.5 |
| 135 | TwoLeadECG | 5 | LSTM autoencoder | 0.9956896551724138 | 0.00578965712338686 | 0.0001 | 0.5632292512096005 | 0.9 | 1.0 | 2.259982578759973 | 0.2097560975609756 | 0.5 | local | 0.5 |
| 136 | TwoLeadECG | 5 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.07070326083448637 | 0.88 | 0.24 | 0.2836999985428631 | 0.7070731707317073 | 0.5 | local | 0.5 |
| 137 | TwoLeadECG | 1 | 1dCNN autoencoder | 0.9914529914529915 | 0.00019447326485533267 | 0.0001 | 0.17354942224390552 | 1.0 | 0.2 | 0.8238618068164535 | 0.5795121951219512 | 0.5 | local | 0.6 |
| 138 | TwoLeadECG | 1 | LSTM autoencoder | 0.9914529914529915 | 0.004377530422061682 | 0.0001 | 0.5070755008009735 | 1.0 | 1.0 | 2.4071537253240174 | 0.22 | 0.5 | local | 0.6 |
| 139 | TwoLeadECG | 1 | No autoencoder | 0.9914529914529915 | 0 | 0.0001 | 0.07441274158320792 | 1.0 | 0.18 | 0.3532470171220082 | 0.7046341463414634 | 0.5 | local | 0.6 |
| 140 | TwoLeadECG | 2 | 1dCNN autoencoder | 0.982905982905983 | 0.00011862044630106539 | 0.0001 | 0.16220663851476658 | 1.0 | 0.28 | 0.6469044527718893 | 0.5339024390243903 | 0.5 | local | 0.6 |
| 141 | TwoLeadECG | 2 | LSTM autoencoder | 0.982905982905983 | 0.005427633412182331 | 0.0001 | 0.8133906546704521 | 1.0 | 1.0 | 3.243924177008675 | 0.1795121951219512 | 0.5 | local | 0.6 |
| 142 | TwoLeadECG | 2 | No autoencoder | 0.982905982905983 | 0 | 0.0001 | 0.08308712799474093 | 0.98 | 0.3 | 0.3313639537812918 | 0.8158536585365853 | 0.5 | local | 0.6 |
| 143 | TwoLeadECG | 3 | 1dCNN autoencoder | 0.9956896551724138 | 0.0001453538570785895 | 0.0001 | 0.16627277133545781 | 0.98 | 0.34 | 0.7065774856464042 | 0.5597560975609757 | 0.5 | local | 0.6 |
| 144 | TwoLeadECG | 3 | LSTM autoencoder | 0.9956896551724138 | 0.0043758125975728035 | 0.0001 | 0.5450128312667192 | 1.0 | 1.0 | 2.3160364313922086 | 0.19853658536585367 | 0.5 | local | 0.6 |
| 145 | TwoLeadECG | 3 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.06992490959777874 | 0.98 | 0.36 | 0.2971464684856339 | 0.8229268292682926 | 0.5 | local | 0.6 |
| 146 | TwoLeadECG | 4 | 1dCNN autoencoder | 1.0 | 0.00018063616880681366 | 0.0001 | 0.17186056203917002 | 0.78 | 0.44 | 0.7010667868695489 | 0.6158536585365854 | 0.5 | local | 0.6 |
| 147 | TwoLeadECG | 4 | LSTM autoencoder | 1.0 | 0.004404156934469938 | 0.0001 | 0.5712590029916583 | 0.88 | 1.0 | 2.330323542212 | 0.22146341463414634 | 0.5 | local | 0.6 |
| 148 | TwoLeadECG | 4 | No autoencoder | 1.0 | 0 | 0.0001 | 0.08439239592385667 | 1.0 | 0.36 | 0.34425993459206966 | 0.7963414634146342 | 0.5 | local | 0.6 |
| 149 | TwoLeadECG | 5 | 1dCNN autoencoder | 0.9956896551724138 | 8.87543719727546e-05 | 0.0001 | 0.15386463274786874 | 1.0 | 0.22 | 0.6173887253737106 | 0.5560975609756098 | 0.5 | local | 0.6 |
| 150 | TwoLeadECG | 5 | LSTM autoencoder | 0.9956896551724138 | 0.005789665970951319 | 0.0001 | 0.5653724114869855 | 1.0 | 1.0 | 2.268582105293758 | 0.21195121951219512 | 0.5 | local | 0.6 |
| 151 | TwoLeadECG | 5 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.08238840444288988 | 1.0 | 0.24 | 0.3305871602600247 | 0.6131707317073171 | 0.5 | local | 0.6 |
| 152 | TwoLeadECG | 1 | 1dCNN autoencoder | 0.9914529914529915 | 0.00019447326485533267 | 0.0001 | 0.1941698033913581 | 1.0 | 0.28 | 0.9217494531694839 | 0.5158536585365854 | 0.5 | local | 0.7 |
| 153 | TwoLeadECG | 1 | LSTM autoencoder | 0.9914529914529915 | 0.004377539735287428 | 0.0001 | 0.5285189427053997 | 1.0 | 1.0 | 2.508948548742766 | 0.2178048780487805 | 0.5 | local | 0.7 |
| 154 | TwoLeadECG | 1 | No autoencoder | 0.9914529914529915 | 0 | 0.0001 | 0.08667830288908616 | 1.0 | 0.18 | 0.4114732409170787 | 0.5360975609756098 | 0.5 | local | 0.7 |
| 155 | TwoLeadECG | 2 | 1dCNN autoencoder | 0.982905982905983 | 0.00011862044630106539 | 0.0001 | 0.21341250536560213 | 1.0 | 0.24 | 0.8511211456098612 | 0.45365853658536587 | 0.5 | local | 0.7 |
| 156 | TwoLeadECG | 2 | LSTM autoencoder | 0.982905982905983 | 0.005427469965070486 | 0.0001 | 0.8001710166079455 | 1.0 | 1.0 | 3.191202273608341 | 0.1770731707317073 | 0.5 | local | 0.7 |
| 157 | TwoLeadECG | 2 | No autoencoder | 0.982905982905983 | 0 | 0.0001 | 0.0891326383272342 | 0.98 | 0.3 | 0.35547435757966855 | 0.7624390243902439 | 0.5 | local | 0.7 |
| 158 | TwoLeadECG | 3 | 1dCNN autoencoder | 0.9956896551724138 | 0.0001453538570785895 | 0.0001 | 0.20211453249063782 | 0.98 | 0.4 | 0.8588873393570429 | 0.4748780487804878 | 0.5 | local | 0.7 |
| 159 | TwoLeadECG | 3 | LSTM autoencoder | 0.9956896551724138 | 0.004375821445137262 | 0.0001 | 0.5521362020210576 | 1.0 | 1.0 | 2.346307252985559 | 0.1978048780487805 | 0.5 | local | 0.7 |
| 160 | TwoLeadECG | 3 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.07661671164272123 | 0.98 | 0.38 | 0.3255833353603645 | 0.8021951219512196 | 0.5 | local | 0.7 |
| 161 | TwoLeadECG | 4 | 1dCNN autoencoder | 1.0 | 0.00018063616880681366 | 0.0001 | 0.19643325723864627 | 0.78 | 0.44 | 0.8013056099236432 | 0.54 | 0.5 | local | 0.7 |
| 162 | TwoLeadECG | 4 | LSTM autoencoder | 1.0 | 0.0044041527435183525 | 0.0001 | 0.5521677255315188 | 0.88 | 1.0 | 2.2524449388407133 | 0.22682926829268293 | 0.5 | local | 0.7 |
| 163 | TwoLeadECG | 4 | No autoencoder | 1.0 | 0 | 0.0001 | 0.0895362084866065 | 1.0 | 0.36 | 0.3652429693432557 | 0.7773170731707317 | 0.5 | local | 0.7 |
| 164 | TwoLeadECG | 5 | 1dCNN autoencoder | 0.9956896551724138 | 8.87543719727546e-05 | 0.0001 | 0.18043200835119014 | 1.0 | 0.26 | 0.723991509050042 | 0.4973170731707317 | 0.5 | local | 0.7 |
| 165 | TwoLeadECG | 5 | LSTM autoencoder | 0.9956896551724138 | 0.005789667367935181 | 0.0001 | 0.5943285975304031 | 1.0 | 1.0 | 2.3847700977762427 | 0.20390243902439023 | 0.5 | local | 0.7 |
| 166 | TwoLeadECG | 5 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.09403835263949781 | 1.0 | 0.24 | 0.3773330988121261 | 0.5280487804878049 | 0.5 | local | 0.7 |
| 167 | TwoLeadECG | 1 | 1dCNN autoencoder | 0.9914529914529915 | 0.00019447326485533267 | 0.0001 | 0.22907637100514433 | 1.0 | 0.38 | 1.0874554952422606 | 0.4607317073170732 | 0.5 | local | 0.8 |
| 168 | TwoLeadECG | 1 | LSTM autoencoder | 0.9914529914529915 | 0.004377544391900301 | 0.0001 | 0.549798211743378 | 1.0 | 1.0 | 2.6099640220914697 | 0.22195121951219512 | 0.5 | local | 0.8 |
| 169 | TwoLeadECG | 1 | No autoencoder | 0.9914529914529915 | 0 | 0.0001 | 0.09855732996781251 | 1.0 | 0.18 | 0.46786453617905266 | 0.4348780487804878 | 0.5 | local | 0.8 |
| 170 | TwoLeadECG | 2 | 1dCNN autoencoder | 0.982905982905983 | 0.00011862044630106539 | 0.0001 | 0.2560185297106541 | 1.0 | 0.34 | 1.0210403740464487 | 0.3648780487804878 | 0.5 | local | 0.8 |
| 171 | TwoLeadECG | 2 | LSTM autoencoder | 0.982905982905983 | 0.005427480675280094 | 0.0001 | 0.802250929173136 | 1.0 | 1.0 | 3.199497277512731 | 0.17390243902439023 | 0.5 | local | 0.8 |
| 172 | TwoLeadECG | 2 | No autoencoder | 0.982905982905983 | 0 | 0.0001 | 0.10165177315193792 | 0.98 | 0.3 | 0.405402548787547 | 0.5934146341463414 | 0.5 | local | 0.8 |
| 173 | TwoLeadECG | 3 | 1dCNN autoencoder | 0.9956896551724138 | 0.0001453538570785895 | 0.0001 | 0.23284787039317778 | 1.0 | 0.42 | 0.9894889071680872 | 0.38365853658536586 | 0.5 | local | 0.8 |
| 174 | TwoLeadECG | 3 | LSTM autoencoder | 0.9956896551724138 | 0.004375793971121311 | 0.0001 | 0.5605703501807318 | 1.0 | 1.0 | 2.382148233756901 | 0.19219512195121952 | 0.5 | local | 0.8 |
| 175 | TwoLeadECG | 3 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.09332186889523644 | 0.98 | 0.36 | 0.3965720361200113 | 0.7251219512195122 | 0.5 | local | 0.8 |
| 176 | TwoLeadECG | 4 | 1dCNN autoencoder | 1.0 | 0.00018063616880681366 | 0.0001 | 0.22196930485895794 | 0.82 | 0.44 | 0.9054742140647112 | 0.4624390243902439 | 0.5 | local | 0.8 |
| 177 | TwoLeadECG | 4 | LSTM autoencoder | 1.0 | 0.004404151812195778 | 0.0001 | 0.5306433787292748 | 0.88 | 1.0 | 2.164641172385697 | 0.23878048780487804 | 0.5 | local | 0.8 |
| 178 | TwoLeadECG | 4 | No autoencoder | 1.0 | 0 | 0.0001 | 0.10621100904761929 | 1.0 | 0.34 | 0.4332640947968974 | 0.6751219512195122 | 0.5 | local | 0.8 |
| 179 | TwoLeadECG | 5 | 1dCNN autoencoder | 0.9956896551724138 | 8.87543719727546e-05 | 0.0001 | 0.2299690145779444 | 1.0 | 0.3 | 0.9227609636477165 | 0.4268292682926829 | 0.5 | local | 0.8 |
| 180 | TwoLeadECG | 5 | LSTM autoencoder | 0.9956896551724138 | 0.005789691582322121 | 0.0001 | 0.6230629713369439 | 1.0 | 1.0 | 2.500068058730675 | 0.19975609756097562 | 0.5 | local | 0.8 |
| 181 | TwoLeadECG | 5 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.10693377058995975 | 1.0 | 0.24 | 0.42907654049468025 | 0.4173170731707317 | 0.5 | local | 0.8 |
| 182 | TwoLeadECG | 1 | 1dCNN autoencoder | 0.9914529914529915 | 0.00019447326485533267 | 0.0001 | 0.29495725214851926 | 1.0 | 0.54 | 1.400200654930321 | 0.3853658536585366 | 0.5 | local | 0.9 |
| 183 | TwoLeadECG | 1 | LSTM autoencoder | 0.9914529914529915 | 0.004377523437142372 | 0.0001 | 0.5752292595674424 | 1.0 | 1.0 | 2.730688532370299 | 0.21024390243902438 | 0.5 | local | 0.9 |
| 184 | TwoLeadECG | 1 | No autoencoder | 0.9914529914529915 | 0 | 0.0001 | 0.11743711671775195 | 1.0 | 0.22 | 0.5574893532657639 | 0.28780487804878047 | 0.5 | local | 0.9 |
| 185 | TwoLeadECG | 2 | 1dCNN autoencoder | 0.982905982905983 | 0.00011862044630106539 | 0.0001 | 0.27415231174363536 | 1.0 | 0.34 | 1.0933606221580114 | 0.31609756097560976 | 0.5 | local | 0.9 |
| 186 | TwoLeadECG | 2 | LSTM autoencoder | 0.982905982905983 | 0.005427448078989983 | 0.0001 | 0.8024637436710111 | 1.0 | 1.0 | 3.200346013714593 | 0.17804878048780487 | 0.5 | local | 0.9 |
| 187 | TwoLeadECG | 2 | No autoencoder | 0.982905982905983 | 0 | 0.0001 | 0.11647057285663515 | 0.98 | 0.32 | 0.46450214915828447 | 0.3848780487804878 | 0.5 | local | 0.9 |
| 188 | TwoLeadECG | 3 | 1dCNN autoencoder | 0.9956896551724138 | 0.0001453538570785895 | 0.0001 | 0.24818361136846484 | 1.0 | 0.42 | 1.0546582623897025 | 0.3548780487804878 | 0.5 | local | 0.9 |
| 189 | TwoLeadECG | 3 | LSTM autoencoder | 0.9956896551724138 | 0.004375825170427561 | 0.0001 | 0.5609891242261913 | 1.0 | 1.0 | 2.383927817447713 | 0.19414634146341464 | 0.5 | local | 0.9 |
| 190 | TwoLeadECG | 3 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.10122359891346798 | 1.0 | 0.36 | 0.4301505016961616 | 0.6104878048780488 | 0.5 | local | 0.9 |
| 191 | TwoLeadECG | 4 | 1dCNN autoencoder | 1.0 | 0.00018063616880681366 | 0.0001 | 0.23639767006254486 | 0.82 | 0.48 | 0.9643315081002886 | 0.4192682926829268 | 0.5 | local | 0.9 |
| 192 | TwoLeadECG | 4 | LSTM autoencoder | 1.0 | 0.004404152277857065 | 0.0001 | 0.5448544628678891 | 0.88 | 1.0 | 2.2226121168349553 | 0.24341463414634146 | 0.5 | local | 0.9 |
| 193 | TwoLeadECG | 4 | No autoencoder | 1.0 | 0 | 0.0001 | 0.11375207343493493 | 1.0 | 0.34 | 0.4640261830669614 | 0.5587804878048781 | 0.5 | local | 0.9 |
| 194 | TwoLeadECG | 5 | 1dCNN autoencoder | 0.9956896551724138 | 8.87543719727546e-05 | 0.0001 | 0.2968910383979129 | 1.0 | 0.4 | 1.191288579434144 | 0.36804878048780487 | 0.5 | local | 0.9 |
| 195 | TwoLeadECG | 5 | LSTM autoencoder | 0.9956896551724138 | 0.005789701361209154 | 0.0001 | 0.6860032396966136 | 1.0 | 1.0 | 2.7526187025224274 | 0.18707317073170732 | 0.5 | local | 0.9 |
| 196 | TwoLeadECG | 5 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.12625637478085147 | 1.0 | 0.26 | 0.506609354626592 | 0.29048780487804876 | 0.5 | local | 0.9 |
| 197 | TwoLeadECG | 1 | 1dCNN autoencoder | 0.9914529914529915 | 0.00019447326485533267 | 0.0001 | 0.30292634732528845 | 1.0 | 0.58 | 1.4380309920535315 | 0.2807317073170732 | 0.5 | local | 0.99 |
| 198 | TwoLeadECG | 1 | LSTM autoencoder | 0.9914529914529915 | 0.0043775360099971294 | 0.0001 | 0.5958807266399024 | 1.0 | 1.0 | 2.8287237476752294 | 0.20829268292682926 | 0.5 | local | 0.99 |
| 199 | TwoLeadECG | 1 | No autoencoder | 0.9914529914529915 | 0 | 0.0001 | 0.13482825362935105 | 1.0 | 0.24 | 0.6400473548616782 | 0.17902439024390243 | 0.5 | local | 0.99 |
| 200 | TwoLeadECG | 2 | 1dCNN autoencoder | 0.982905982905983 | 0.00011862044630106539 | 0.0001 | 0.28483390764508526 | 1.0 | 0.34 | 1.1359604319723853 | 0.2924390243902439 | 0.5 | local | 0.99 |
| 201 | TwoLeadECG | 2 | LSTM autoencoder | 0.982905982905983 | 0.005427417811006308 | 0.0001 | 0.8089995552427318 | 1.0 | 1.0 | 3.2264118125434074 | 0.18097560975609756 | 0.5 | local | 0.99 |
| 202 | TwoLeadECG | 2 | No autoencoder | 0.982905982905983 | 0 | 0.0001 | 0.11199180834863418 | 0.98 | 0.3 | 0.44664016317749017 | 0.4165853658536585 | 0.5 | local | 0.99 |
| 203 | TwoLeadECG | 3 | 1dCNN autoencoder | 0.9956896551724138 | 0.0001453538570785895 | 0.0001 | 0.2535042396084158 | 1.0 | 0.44 | 1.0772683150979663 | 0.3304878048780488 | 0.5 | local | 0.99 |
| 204 | TwoLeadECG | 3 | LSTM autoencoder | 0.9956896551724138 | 0.004375811666250229 | 0.0001 | 0.5844472629426152 | 1.0 | 1.0 | 2.4836133675174534 | 0.1978048780487805 | 0.5 | local | 0.99 |
| 205 | TwoLeadECG | 3 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.09790724755962554 | 1.0 | 0.36 | 0.4160576398144618 | 0.6351219512195122 | 0.5 | local | 0.99 |
| 206 | TwoLeadECG | 4 | 1dCNN autoencoder | 1.0 | 0.00018063616880681366 | 0.0001 | 0.24195833228179517 | 0.86 | 0.48 | 0.9870149879438388 | 0.4117073170731707 | 0.5 | local | 0.99 |
| 207 | TwoLeadECG | 4 | LSTM autoencoder | 1.0 | 0.004404155537486076 | 0.0001 | 0.5709595787994798 | 0.88 | 1.0 | 2.3291021080805687 | 0.23585365853658535 | 0.5 | local | 0.99 |
| 208 | TwoLeadECG | 4 | No autoencoder | 1.0 | 0 | 0.0001 | 0.11039574737006172 | 1.0 | 0.36 | 0.4503348003432689 | 0.5697560975609756 | 0.5 | local | 0.99 |
| 209 | TwoLeadECG | 5 | 1dCNN autoencoder | 0.9956896551724138 | 8.87543719727546e-05 | 0.0001 | 0.29354887021680587 | 1.0 | 0.4 | 1.1778779800230401 | 0.26902439024390246 | 0.5 | local | 0.99 |
| 210 | TwoLeadECG | 5 | LSTM autoencoder | 0.9956896551724138 | 0.0057897125370800495 | 0.0001 | 0.757387489712763 | 1.0 | 1.0 | 3.0390512006355417 | 0.17585365853658536 | 0.5 | local | 0.99 |
| 211 | TwoLeadECG | 5 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.14340044442271271 | 1.0 | 0.28 | 0.5754007013765062 | 0.1980487804878049 | 0.5 | local | 0.99 |
| 212 | TwoLeadECG | 1 | 1dCNN autoencoder | 0.9914529914529915 | 0.00019447326485533267 | 0.0001 | 0.15869788552295477 | 0.0 | 0.12 | 0.7533596194929629 | 0.6621951219512195 | 0.5 | global | 0.4 |
| 213 | TwoLeadECG | 1 | LSTM autoencoder | 0.9914529914529915 | 0.004377526231110096 | 0.0001 | 0.5255821034243877 | 0.0 | 1.0 | 2.4950069885514354 | 0.22219512195121952 | 0.5 | global | 0.4 |
| 214 | TwoLeadECG | 1 | No autoencoder | 0.9914529914529915 | 0 | 0.0001 | 0.05312007236499216 | 0.0 | 0.18 | 0.2521679313650382 | 0.9063414634146342 | 0.5 | global | 0.4 |
| 215 | TwoLeadECG | 2 | 1dCNN autoencoder | 0.982905982905983 | 0.00011862044630106539 | 0.0001 | 0.14460713725337776 | 0.0 | 0.24 | 0.5767149966756122 | 0.5980487804878049 | 0.5 | global | 0.4 |
| 216 | TwoLeadECG | 2 | LSTM autoencoder | 0.982905982905983 | 0.005427461117506027 | 0.0001 | 0.809041776165779 | 0.0 | 1.0 | 3.2265801959299907 | 0.1651219512195122 | 0.5 | global | 0.4 |
| 217 | TwoLeadECG | 2 | No autoencoder | 0.982905982905983 | 0 | 0.0001 | 0.07218012308515556 | 0.02 | 0.3 | 0.2878651789652826 | 0.8502439024390244 | 0.5 | global | 0.4 |
| 218 | TwoLeadECG | 3 | 1dCNN autoencoder | 0.9956896551724138 | 0.0001453538570785895 | 0.0001 | 0.14018535600313972 | 0.0 | 0.3 | 0.5957188033469775 | 0.6280487804878049 | 0.5 | global | 0.4 |
| 219 | TwoLeadECG | 3 | LSTM autoencoder | 0.9956896551724138 | 0.00437582191079855 | 0.0001 | 0.5666812932706644 | 0.0 | 1.0 | 2.408116735807676 | 0.18682926829268293 | 0.5 | global | 0.4 |
| 220 | TwoLeadECG | 3 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.059050935217811025 | 0.0 | 0.32 | 0.2509374264718948 | 0.8390243902439024 | 0.5 | global | 0.4 |
| 221 | TwoLeadECG | 4 | 1dCNN autoencoder | 1.0 | 0.00018063616880681366 | 0.0001 | 0.16689059661362526 | 0.0 | 0.4 | 0.6807929226950252 | 0.6204878048780488 | 0.5 | global | 0.4 |
| 222 | TwoLeadECG | 4 | LSTM autoencoder | 1.0 | 0.004404155537486076 | 0.0001 | 0.5533276417763612 | 0.06 | 1.0 | 2.2571765581555856 | 0.21658536585365853 | 0.5 | global | 0.4 |
| 223 | TwoLeadECG | 4 | No autoencoder | 1.0 | 0 | 0.0001 | 0.06887500143461875 | 0.0 | 0.34 | 0.28096018876278617 | 0.812439024390244 | 0.5 | global | 0.4 |
| 224 | TwoLeadECG | 5 | 1dCNN autoencoder | 0.9956896551724138 | 8.87543719727546e-05 | 0.0001 | 0.12368181704765176 | 0.0 | 0.2 | 0.4962788264934255 | 0.6621951219512195 | 0.5 | global | 0.4 |
| 225 | TwoLeadECG | 5 | LSTM autoencoder | 0.9956896551724138 | 0.005789681803435087 | 0.0001 | 0.5767281760344557 | 0.0 | 1.0 | 2.3141476187870054 | 0.2026829268292683 | 0.5 | global | 0.4 |
| 226 | TwoLeadECG | 5 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.05891290578008699 | 0.0 | 0.24 | 0.23639067118972612 | 0.8073170731707318 | 0.5 | global | 0.4 |
| 227 | TwoLeadECG | 1 | 1dCNN autoencoder | 0.9914529914529915 | 0.00019447326485533267 | 0.0001 | 0.1655761925434118 | 1.0 | 0.1 | 0.786011842568347 | 0.6282926829268293 | 0.5 | global | 0.5 |
| 228 | TwoLeadECG | 1 | LSTM autoencoder | 0.9914529914529915 | 0.0043775527738034725 | 0.0001 | 0.5357559495284321 | 0.88 | 1.0 | 2.543303566697174 | 0.21341463414634146 | 0.5 | global | 0.5 |
| 229 | TwoLeadECG | 1 | No autoencoder | 0.9914529914529915 | 0 | 0.0001 | 0.06398548749930506 | 0.82 | 0.18 | 0.303747478151344 | 0.8280487804878048 | 0.5 | global | 0.5 |
| 230 | TwoLeadECG | 2 | 1dCNN autoencoder | 0.982905982905983 | 0.00011862044630106539 | 0.0001 | 0.14787868083254171 | 0.94 | 0.2 | 0.5897624041564459 | 0.5897560975609756 | 0.5 | global | 0.5 |
| 231 | TwoLeadECG | 2 | LSTM autoencoder | 0.982905982905983 | 0.005427204538136721 | 0.0001 | 0.819003402767181 | 0.92 | 1.0 | 3.266308659970081 | 0.16682926829268294 | 0.5 | global | 0.5 |
| 232 | TwoLeadECG | 2 | No autoencoder | 0.982905982905983 | 0 | 0.0001 | 0.07615233262234615 | 0.88 | 0.3 | 0.30370694759127886 | 0.8385365853658536 | 0.5 | global | 0.5 |
| 233 | TwoLeadECG | 3 | 1dCNN autoencoder | 0.9956896551724138 | 0.0001453538570785895 | 0.0001 | 0.14435843253689756 | 1.0 | 0.32 | 0.6134523258049858 | 0.6178048780487805 | 0.5 | global | 0.5 |
| 234 | TwoLeadECG | 3 | LSTM autoencoder | 0.9956896551724138 | 0.004375814460217953 | 0.0001 | 0.5667457668632477 | 0.96 | 1.0 | 2.4083907168604495 | 0.19097560975609756 | 0.5 | global | 0.5 |
| 235 | TwoLeadECG | 3 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.06150707432714892 | 0.78 | 0.32 | 0.26137480946813096 | 0.8382926829268292 | 0.5 | global | 0.5 |
| 236 | TwoLeadECG | 4 | 1dCNN autoencoder | 1.0 | 0.00018063616880681366 | 0.0001 | 0.17247977608552753 | 0.92 | 0.38 | 0.7035927323029485 | 0.598780487804878 | 0.5 | global | 0.5 |
| 237 | TwoLeadECG | 4 | LSTM autoencoder | 1.0 | 0.004404156934469938 | 0.0001 | 0.5519958350722319 | 0.84 | 1.0 | 2.251743750094697 | 0.21560975609756097 | 0.5 | global | 0.5 |
| 238 | TwoLeadECG | 4 | No autoencoder | 1.0 | 0 | 0.0001 | 0.07130089883709329 | 0.9 | 0.34 | 0.2908560955202678 | 0.81 | 0.5 | global | 0.5 |
| 239 | TwoLeadECG | 5 | 1dCNN autoencoder | 0.9956896551724138 | 8.87543719727546e-05 | 0.0001 | 0.13457886222190674 | 1.0 | 0.18 | 0.5400037079708825 | 0.6331707317073171 | 0.5 | global | 0.5 |
| 240 | TwoLeadECG | 5 | LSTM autoencoder | 0.9956896551724138 | 0.005789765622466803 | 0.0001 | 0.568310497239465 | 0.92 | 1.0 | 2.2803713058745982 | 0.20170731707317074 | 0.5 | global | 0.5 |
| 241 | TwoLeadECG | 5 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.07076319168182801 | 0.86 | 0.24 | 0.2839404737501284 | 0.7036585365853658 | 0.5 | global | 0.5 |
| 242 | TwoLeadECG | 1 | 1dCNN autoencoder | 0.9914529914529915 | 0.00019447326485533267 | 0.0001 | 0.17792771497911905 | 1.0 | 0.14 | 0.8446461350900156 | 0.5873170731707317 | 0.5 | global | 0.6 |
| 243 | TwoLeadECG | 1 | LSTM autoencoder | 0.9914529914529915 | 0.0043775360099971294 | 0.0001 | 0.5277332629344219 | 1.0 | 1.0 | 2.5052188241068216 | 0.21414634146341463 | 0.5 | global | 0.6 |
| 244 | TwoLeadECG | 1 | No autoencoder | 0.9914529914529915 | 0 | 0.0001 | 0.07523875732200479 | 1.0 | 0.16 | 0.3571682218729385 | 0.6907317073170731 | 0.5 | global | 0.6 |
| 245 | TwoLeadECG | 2 | 1dCNN autoencoder | 0.982905982905983 | 0.00011862044630106539 | 0.0001 | 0.16443812702052787 | 0.96 | 0.28 | 0.6558039643079407 | 0.5292682926829269 | 0.5 | global | 0.6 |
| 246 | TwoLeadECG | 2 | LSTM autoencoder | 0.982905982905983 | 0.005427451804280281 | 0.0001 | 0.8126895960389635 | 1.0 | 1.0 | 3.2411282498227294 | 0.1748780487804878 | 0.5 | global | 0.6 |
| 247 | TwoLeadECG | 2 | No autoencoder | 0.982905982905983 | 0 | 0.0001 | 0.0803925334560857 | 0.98 | 0.3 | 0.320617505784885 | 0.8126829268292682 | 0.5 | global | 0.6 |
| 248 | TwoLeadECG | 3 | 1dCNN autoencoder | 0.9956896551724138 | 0.0001453538570785895 | 0.0001 | 0.1692213536811657 | 1.0 | 0.26 | 0.719107510155639 | 0.5782926829268292 | 0.5 | global | 0.6 |
| 249 | TwoLeadECG | 3 | LSTM autoencoder | 0.9956896551724138 | 0.004375824239104986 | 0.0001 | 0.5587750090746046 | 1.0 | 1.0 | 2.3745189172160366 | 0.19341463414634147 | 0.5 | global | 0.6 |
| 250 | TwoLeadECG | 3 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.0650114003513405 | 0.98 | 0.3 | 0.2762664712307356 | 0.8273170731707317 | 0.5 | global | 0.6 |
| 251 | TwoLeadECG | 4 | 1dCNN autoencoder | 1.0 | 0.00018063616880681366 | 0.0001 | 0.1872926337326912 | 1.0 | 0.38 | 0.7640184774060408 | 0.5707317073170731 | 0.5 | global | 0.6 |
| 252 | TwoLeadECG | 4 | LSTM autoencoder | 1.0 | 0.004404156003147364 | 0.0001 | 0.5454855894114785 | 0.9 | 1.0 | 2.2251866566407865 | 0.22170731707317073 | 0.5 | global | 0.6 |
| 253 | TwoLeadECG | 4 | No autoencoder | 1.0 | 0 | 0.0001 | 0.07457540253347465 | 1.0 | 0.34 | 0.30421370216239735 | 0.7978048780487805 | 0.5 | global | 0.6 |
| 254 | TwoLeadECG | 5 | 1dCNN autoencoder | 0.9956896551724138 | 8.87543719727546e-05 | 0.0001 | 0.15232162518737266 | 1.0 | 0.22 | 0.6111973384772967 | 0.5670731707317073 | 0.5 | global | 0.6 |
| 255 | TwoLeadECG | 5 | LSTM autoencoder | 0.9956896551724138 | 0.005789705086499453 | 0.0001 | 0.5959331047719276 | 1.0 | 1.0 | 2.3912082548953055 | 0.19878048780487806 | 0.5 | global | 0.6 |
| 256 | TwoLeadECG | 5 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.08215723675855244 | 1.0 | 0.24 | 0.3296595895803185 | 0.6170731707317073 | 0.5 | global | 0.6 |
| 257 | TwoLeadECG | 1 | 1dCNN autoencoder | 0.9914529914529915 | 0.00019447326485533267 | 0.0001 | 0.1958780070735361 | 1.0 | 0.24 | 0.9298585194735589 | 0.5295121951219512 | 0.5 | global | 0.7 |
| 258 | TwoLeadECG | 1 | LSTM autoencoder | 0.9914529914529915 | 0.004377530887722969 | 0.0001 | 0.5344141931922105 | 1.0 | 1.0 | 2.5369340738738932 | 0.2202439024390244 | 0.5 | global | 0.7 |
| 259 | TwoLeadECG | 1 | No autoencoder | 0.9914529914529915 | 0 | 0.0001 | 0.08622389723536929 | 1.0 | 0.16 | 0.4093161178448241 | 0.545609756097561 | 0.5 | global | 0.7 |
| 260 | TwoLeadECG | 2 | 1dCNN autoencoder | 0.982905982905983 | 0.00011862044630106539 | 0.0001 | 0.21141577404240725 | 0.96 | 0.24 | 0.8431578810000327 | 0.4631707317073171 | 0.5 | global | 0.7 |
| 261 | TwoLeadECG | 2 | LSTM autoencoder | 0.982905982905983 | 0.005427513737231493 | 0.0001 | 0.7944780319615714 | 1.0 | 1.0 | 3.168497795228031 | 0.17585365853658536 | 0.5 | global | 0.7 |
| 262 | TwoLeadECG | 2 | No autoencoder | 0.982905982905983 | 0 | 0.0001 | 0.08673277337712115 | 0.98 | 0.3 | 0.3459033354778944 | 0.7558536585365854 | 0.5 | global | 0.7 |
| 263 | TwoLeadECG | 3 | 1dCNN autoencoder | 0.9956896551724138 | 0.0001453538570785895 | 0.0001 | 0.20146500407458975 | 1.0 | 0.34 | 0.8561271631034023 | 0.49634146341463414 | 0.5 | global | 0.7 |
| 264 | TwoLeadECG | 3 | LSTM autoencoder | 0.9956896551724138 | 0.004375817254185677 | 0.0001 | 0.5494983784796305 | 1.0 | 1.0 | 2.3350978005267424 | 0.19317073170731708 | 0.5 | global | 0.7 |
| 265 | TwoLeadECG | 3 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.07197356057233821 | 0.98 | 0.34 | 0.30585222735971246 | 0.7941463414634147 | 0.5 | global | 0.7 |
| 266 | TwoLeadECG | 4 | 1dCNN autoencoder | 1.0 | 0.00018063616880681366 | 0.0001 | 0.22406300596070017 | 1.0 | 0.36 | 0.9140150001918339 | 0.48829268292682926 | 0.5 | global | 0.7 |
| 267 | TwoLeadECG | 4 | LSTM autoencoder | 1.0 | 0.0044041527435183525 | 0.0001 | 0.5262749597231074 | 0.9 | 1.0 | 2.1468211825054375 | 0.2302439024390244 | 0.5 | global | 0.7 |
| 268 | TwoLeadECG | 4 | No autoencoder | 1.0 | 0 | 0.0001 | 0.0805284585779889 | 1.0 | 0.34 | 0.32849786499569905 | 0.76 | 0.5 | global | 0.7 |
| 269 | TwoLeadECG | 5 | 1dCNN autoencoder | 0.9956896551724138 | 8.87543719727546e-05 | 0.0001 | 0.17529863140390078 | 1.0 | 0.2 | 0.7033936042960417 | 0.5165853658536586 | 0.5 | global | 0.7 |
| 270 | TwoLeadECG | 5 | LSTM autoencoder | 0.9956896551724138 | 0.0057896580547094345 | 0.0001 | 0.6090852243183197 | 1.0 | 1.0 | 2.4439817232206456 | 0.19048780487804878 | 0.5 | global | 0.7 |
| 271 | TwoLeadECG | 5 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.09388275438929457 | 1.0 | 0.24 | 0.3767087538691218 | 0.536829268292683 | 0.5 | global | 0.7 |
| 272 | TwoLeadECG | 1 | 1dCNN autoencoder | 0.9914529914529915 | 0.00019447326485533267 | 0.0001 | 0.23865826756992828 | 1.0 | 0.4 | 1.1329420115009945 | 0.45439024390243904 | 0.5 | global | 0.8 |
| 273 | TwoLeadECG | 1 | LSTM autoencoder | 0.9914529914529915 | 0.004377518314868212 | 0.0001 | 0.5767371018675732 | 1.0 | 1.0 | 2.7378464569874974 | 0.21048780487804877 | 0.5 | global | 0.8 |
| 274 | TwoLeadECG | 1 | No autoencoder | 0.9914529914529915 | 0 | 0.0001 | 0.09848251587004996 | 1.0 | 0.18 | 0.4675093838716518 | 0.42878048780487804 | 0.5 | global | 0.8 |
| 275 | TwoLeadECG | 2 | 1dCNN autoencoder | 0.982905982905983 | 0.00011862044630106539 | 0.0001 | 0.24886364506032924 | 0.98 | 0.3 | 0.992505618738373 | 0.3829268292682927 | 0.5 | global | 0.8 |
| 276 | TwoLeadECG | 2 | LSTM autoencoder | 0.982905982905983 | 0.005427459254860878 | 0.0001 | 0.7934187414775643 | 1.0 | 1.0 | 3.1642731855748267 | 0.1724390243902439 | 0.5 | global | 0.8 |
| 277 | TwoLeadECG | 2 | No autoencoder | 0.982905982905983 | 0 | 0.0001 | 0.09956862385316581 | 0.98 | 0.3 | 0.39709463630317815 | 0.6017073170731707 | 0.5 | global | 0.8 |
| 278 | TwoLeadECG | 3 | 1dCNN autoencoder | 0.9956896551724138 | 0.0001453538570785895 | 0.0001 | 0.23441219255992 | 1.0 | 0.32 | 0.9961365068588848 | 0.39170731707317075 | 0.5 | global | 0.8 |
| 279 | TwoLeadECG | 3 | LSTM autoencoder | 0.9956896551724138 | 0.004375811666250229 | 0.0001 | 0.5572762799996867 | 1.0 | 1.0 | 2.368150055899085 | 0.19926829268292684 | 0.5 | global | 0.8 |
| 280 | TwoLeadECG | 3 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.09003537172174797 | 0.98 | 0.32 | 0.3826060398190144 | 0.7221951219512195 | 0.5 | global | 0.8 |
| 281 | TwoLeadECG | 4 | 1dCNN autoencoder | 1.0 | 0.00018063616880681366 | 0.0001 | 0.2504887448077652 | 1.0 | 0.4 | 1.0218129010269492 | 0.4053658536585366 | 0.5 | global | 0.8 |
| 282 | TwoLeadECG | 4 | LSTM autoencoder | 1.0 | 0.004404156003147364 | 0.0001 | 0.5164786570305017 | 0.9 | 1.0 | 2.1068593531571707 | 0.24024390243902438 | 0.5 | global | 0.8 |
| 283 | TwoLeadECG | 4 | No autoencoder | 1.0 | 0 | 0.0001 | 0.09920827534962325 | 1.0 | 0.34 | 0.404698006366218 | 0.676829268292683 | 0.5 | global | 0.8 |
| 284 | TwoLeadECG | 5 | 1dCNN autoencoder | 0.9956896551724138 | 8.87543719727546e-05 | 0.0001 | 0.23181859488346057 | 1.0 | 0.32 | 0.930182487404707 | 0.44170731707317074 | 0.5 | global | 0.8 |
| 285 | TwoLeadECG | 5 | LSTM autoencoder | 0.9956896551724138 | 0.005789733026176691 | 0.0001 | 0.6426099296664232 | 1.0 | 1.0 | 2.57850110388502 | 0.19414634146341464 | 0.5 | global | 0.8 |
| 286 | TwoLeadECG | 5 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.10735578241776857 | 1.0 | 0.26 | 0.4307698818416191 | 0.41829268292682925 | 0.5 | global | 0.8 |
| 287 | TwoLeadECG | 1 | 1dCNN autoencoder | 0.9914529914529915 | 0.00019447326485533267 | 0.0001 | 0.297458963138067 | 1.0 | 0.48 | 1.412076604209396 | 0.3904878048780488 | 0.5 | global | 0.9 |
| 288 | TwoLeadECG | 1 | LSTM autoencoder | 0.9914529914529915 | 0.004377539269626141 | 0.0001 | 0.5911501824318109 | 1.0 | 1.0 | 2.8062672355871277 | 0.19878048780487806 | 0.5 | global | 0.9 |
| 289 | TwoLeadECG | 1 | No autoencoder | 0.9914529914529915 | 0 | 0.0001 | 0.11752171660741856 | 1.0 | 0.22 | 0.5578909600072676 | 0.28804878048780486 | 0.5 | global | 0.9 |
| 290 | TwoLeadECG | 2 | 1dCNN autoencoder | 0.982905982905983 | 0.00011862044630106539 | 0.0001 | 0.2700749915330484 | 0.98 | 0.34 | 1.0770996563692075 | 0.3221951219512195 | 0.5 | global | 0.9 |
| 291 | TwoLeadECG | 2 | LSTM autoencoder | 0.982905982905983 | 0.005427480675280094 | 0.0001 | 0.7911705037966341 | 1.0 | 1.0 | 3.1553068758109335 | 0.17585365853658536 | 0.5 | global | 0.9 |
| 292 | TwoLeadECG | 2 | No autoencoder | 0.982905982905983 | 0 | 0.0001 | 0.1142096131207395 | 0.98 | 0.3 | 0.4554851019271646 | 0.39902439024390246 | 0.5 | global | 0.9 |
| 293 | TwoLeadECG | 3 | 1dCNN autoencoder | 0.9956896551724138 | 0.0001453538570785895 | 0.0001 | 0.2510247349464705 | 1.0 | 0.38 | 1.066731639997079 | 0.3539024390243902 | 0.5 | global | 0.9 |
| 294 | TwoLeadECG | 3 | LSTM autoencoder | 0.9956896551724138 | 0.00437582191079855 | 0.0001 | 0.5540785818341016 | 1.0 | 1.0 | 2.3545614116998688 | 0.19658536585365854 | 0.5 | global | 0.9 |
| 295 | TwoLeadECG | 3 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.09681226781194409 | 0.98 | 0.32 | 0.41140451452680077 | 0.6302439024390244 | 0.5 | global | 0.9 |
| 296 | TwoLeadECG | 4 | 1dCNN autoencoder | 1.0 | 0.00018063616880681366 | 0.0001 | 0.26690742789907795 | 1.0 | 0.44 | 1.0887892524532443 | 0.35097560975609754 | 0.5 | global | 0.9 |
| 297 | TwoLeadECG | 4 | LSTM autoencoder | 1.0 | 0.004404156934469938 | 0.0001 | 0.5374095672420537 | 0.9 | 1.0 | 2.1922423275531417 | 0.23121951219512196 | 0.5 | global | 0.9 |
| 298 | TwoLeadECG | 4 | No autoencoder | 1.0 | 0 | 0.0001 | 0.10786043686363145 | 1.0 | 0.34 | 0.43999256725983144 | 0.5697560975609756 | 0.5 | global | 0.9 |
| 299 | TwoLeadECG | 5 | 1dCNN autoencoder | 0.9956896551724138 | 8.87543719727546e-05 | 0.0001 | 0.29558684467977003 | 1.0 | 0.36 | 1.1860554437686912 | 0.3748780487804878 | 0.5 | global | 0.9 |
| 300 | TwoLeadECG | 5 | LSTM autoencoder | 0.9956896551724138 | 0.0057897125370800495 | 0.0001 | 0.7208442363056062 | 1.0 | 1.0 | 2.892419760783971 | 0.18195121951219512 | 0.5 | global | 0.9 |
| 301 | TwoLeadECG | 5 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.12669263511028686 | 1.0 | 0.26 | 0.5083598687240234 | 0.2941463414634146 | 0.5 | global | 0.9 |
| 302 | TwoLeadECG | 1 | 1dCNN autoencoder | 0.9914529914529915 | 0.00019447326485533267 | 0.0001 | 0.30171310310905936 | 1.0 | 0.52 | 1.4322715630726195 | 0.2870731707317073 | 0.5 | global | 0.99 |
| 303 | TwoLeadECG | 1 | LSTM autoencoder | 0.9914529914529915 | 0.004377539269626141 | 0.0001 | 0.6328845573537065 | 1.0 | 1.0 | 3.004385771995656 | 0.19731707317073172 | 0.5 | global | 0.99 |
| 304 | TwoLeadECG | 1 | No autoencoder | 0.9914529914529915 | 0 | 0.0001 | 0.1350012528534196 | 1.0 | 0.24 | 0.6408686048057929 | 0.18024390243902438 | 0.5 | global | 0.99 |
| 305 | TwoLeadECG | 2 | 1dCNN autoencoder | 0.982905982905983 | 0.00011862044630106539 | 0.0001 | 0.2716651731953015 | 0.98 | 0.32 | 1.083441539830001 | 0.30390243902439024 | 0.5 | global | 0.99 |
| 306 | TwoLeadECG | 2 | LSTM autoencoder | 0.982905982905983 | 0.0054274448193609715 | 0.0001 | 0.8060101531656975 | 1.0 | 1.0 | 3.2144896277767034 | 0.17097560975609757 | 0.5 | global | 0.99 |
| 307 | TwoLeadECG | 2 | No autoencoder | 0.982905982905983 | 0 | 0.0001 | 0.11070479422005047 | 0.98 | 0.3 | 0.4415073574046529 | 0.45 | 0.5 | global | 0.99 |
| 308 | TwoLeadECG | 3 | 1dCNN autoencoder | 0.9956896551724138 | 0.0001453538570785895 | 0.0001 | 0.25725398873436567 | 1.0 | 0.44 | 1.093202904315061 | 0.3351219512195122 | 0.5 | global | 0.99 |
| 309 | TwoLeadECG | 3 | LSTM autoencoder | 0.9956896551724138 | 0.0043758186511695385 | 0.0001 | 0.5803214907311787 | 1.0 | 1.0 | 2.466080865159475 | 0.19658536585365854 | 0.5 | global | 0.99 |
| 310 | TwoLeadECG | 3 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.09480907456163763 | 0.98 | 0.3 | 0.4028919286193357 | 0.6551219512195122 | 0.5 | global | 0.99 |
| 311 | TwoLeadECG | 4 | 1dCNN autoencoder | 1.0 | 0.00018063616880681366 | 0.0001 | 0.26475381349998356 | 1.0 | 0.46 | 1.0800040634080403 | 0.3521951219512195 | 0.5 | global | 0.99 |
| 312 | TwoLeadECG | 4 | LSTM autoencoder | 1.0 | 0.004404156468808651 | 0.0001 | 0.5531919338429268 | 0.9 | 1.0 | 2.256622967944331 | 0.23097560975609757 | 0.5 | global | 0.99 |
| 313 | TwoLeadECG | 4 | No autoencoder | 1.0 | 0 | 0.0001 | 0.10737553535520966 | 1.0 | 0.34 | 0.4380145198333369 | 0.5626829268292682 | 0.5 | global | 0.99 |
| 314 | TwoLeadECG | 5 | 1dCNN autoencoder | 0.9956896551724138 | 8.87543719727546e-05 | 0.0001 | 0.29148335208360654 | 1.0 | 0.36 | 1.1695899960678067 | 0.2760975609756098 | 0.5 | global | 0.99 |
| 315 | TwoLeadECG | 5 | LSTM autoencoder | 0.9956896551724138 | 0.005789740476757288 | 0.0001 | 0.7920944152627959 | 1.0 | 1.0 | 3.1783142927724297 | 0.16658536585365855 | 0.5 | global | 0.99 |
| 316 | TwoLeadECG | 5 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.1434895780312857 | 1.0 | 0.28 | 0.5757583539702315 | 0.19926829268292684 | 0.5 | global | 0.99 |
| 317 | TwoLeadECG | 1 | 1dCNN autoencoder | 0.9914529914529915 | 0.00019447326485533267 | 0.0001 | 0.14792913507713856 | 0.0 | 0.16 | 0.7022389526262245 | 0.6982926829268292 | 0.5 | uniform | 0.4 |
| 318 | TwoLeadECG | 1 | LSTM autoencoder | 0.9914529914529915 | 0.004377539269626141 | 0.0001 | 0.5101514923463373 | 0.0 | 1.0 | 2.421755859514669 | 0.2304878048780488 | 0.5 | uniform | 0.4 |
| 319 | TwoLeadECG | 1 | No autoencoder | 0.9914529914529915 | 0 | 0.0001 | 0.05052375005067404 | 0.0 | 0.18 | 0.23984284975257478 | 0.916829268292683 | 0.5 | uniform | 0.4 |
| 320 | TwoLeadECG | 2 | 1dCNN autoencoder | 0.982905982905983 | 0.00011862044630106539 | 0.0001 | 0.12033192060634226 | 0.0 | 0.22 | 0.4799017843141467 | 0.6792682926829269 | 0.5 | uniform | 0.4 |
| 321 | TwoLeadECG | 2 | LSTM autoencoder | 0.982905982905983 | 0.0054273223504424095 | 0.0001 | 0.7987085643631446 | 0.0 | 1.0 | 3.185369794261068 | 0.18829268292682927 | 0.5 | uniform | 0.4 |
| 322 | TwoLeadECG | 2 | No autoencoder | 0.982905982905983 | 0 | 0.0001 | 0.025988516151152462 | 0.0 | 0.34 | 0.1036461082792502 | 0.9829268292682927 | 0.5 | uniform | 0.4 |
| 323 | TwoLeadECG | 3 | 1dCNN autoencoder | 0.9956896551724138 | 0.0001453538570785895 | 0.0001 | 0.10347943484010293 | 0.0 | 0.42 | 0.4397366946986031 | 0.7646341463414634 | 0.5 | uniform | 0.4 |
| 324 | TwoLeadECG | 3 | LSTM autoencoder | 0.9956896551724138 | 0.004375793971121311 | 0.0001 | 0.5502867533569925 | 0.0 | 1.0 | 2.3384480059399273 | 0.19219512195121952 | 0.5 | uniform | 0.4 |
| 325 | TwoLeadECG | 3 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.0051474942768115 | 0.0 | 0.42 | 0.021874318532592536 | 1.0 | 0.5 | uniform | 0.4 |
| 326 | TwoLeadECG | 4 | 1dCNN autoencoder | 1.0 | 0.00018063616880681366 | 0.0001 | 0.12333456096678208 | 0.0 | 0.34 | 0.5031158012112246 | 0.765609756097561 | 0.5 | uniform | 0.4 |
| 327 | TwoLeadECG | 4 | LSTM autoencoder | 1.0 | 0.004404151346534491 | 0.0001 | 0.5398413172954553 | 0.06 | 1.0 | 2.2021621088932006 | 0.22585365853658537 | 0.5 | uniform | 0.4 |
| 328 | TwoLeadECG | 4 | No autoencoder | 1.0 | 0 | 0.0001 | 0.007329313494353105 | 0.0 | 0.36 | 0.02989829778558875 | 0.998780487804878 | 0.5 | uniform | 0.4 |
| 329 | TwoLeadECG | 5 | 1dCNN autoencoder | 0.9956896551724138 | 8.87543719727546e-05 | 0.0001 | 0.1135290907931827 | 0.0 | 0.24 | 0.4555405579948663 | 0.6953658536585365 | 0.5 | uniform | 0.4 |
| 330 | TwoLeadECG | 5 | LSTM autoencoder | 0.9956896551724138 | 0.00578979030251503 | 0.0001 | 0.5462091959011502 | 0.0 | 1.0 | 2.191688845073343 | 0.22585365853658537 | 0.5 | uniform | 0.4 |
| 331 | TwoLeadECG | 5 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.0559250449003443 | 0.0 | 0.24 | 0.2244017456829718 | 0.8339024390243902 | 0.5 | uniform | 0.4 |
| 332 | TwoLeadECG | 1 | 1dCNN autoencoder | 0.9914529914529915 | 0.00019447326485533267 | 0.0001 | 0.15534391002947415 | 0.92 | 0.16 | 0.7374378591416456 | 0.6636585365853659 | 0.5 | uniform | 0.5 |
| 333 | TwoLeadECG | 1 | LSTM autoencoder | 0.9914529914529915 | 0.004377547651529312 | 0.0001 | 0.49821141264430807 | 0.9 | 1.0 | 2.365074739464488 | 0.22634146341463415 | 0.5 | uniform | 0.5 |
| 334 | TwoLeadECG | 1 | No autoencoder | 0.9914529914529915 | 0 | 0.0001 | 0.06192731808480576 | 0.78 | 0.16 | 0.29397707874211576 | 0.844390243902439 | 0.5 | uniform | 0.5 |
| 335 | TwoLeadECG | 2 | 1dCNN autoencoder | 0.982905982905983 | 0.00011862044630106539 | 0.0001 | 0.12658862045036487 | 0.86 | 0.26 | 0.5048544436246161 | 0.644390243902439 | 0.5 | uniform | 0.5 |
| 336 | TwoLeadECG | 2 | LSTM autoencoder | 0.982905982905983 | 0.00542763015255332 | 0.0001 | 0.783876024708966 | 0.88 | 1.0 | 3.126215396906793 | 0.18804878048780488 | 0.5 | uniform | 0.5 |
| 337 | TwoLeadECG | 2 | No autoencoder | 0.982905982905983 | 0 | 0.0001 | 0.028832519835312077 | 0.56 | 0.34 | 0.11498842240294142 | 0.9739024390243902 | 0.5 | uniform | 0.5 |
| 338 | TwoLeadECG | 3 | 1dCNN autoencoder | 0.9956896551724138 | 0.0001453538570785895 | 0.0001 | 0.11124637320779687 | 0.6 | 0.36 | 0.4727423620663754 | 0.7324390243902439 | 0.5 | uniform | 0.5 |
| 339 | TwoLeadECG | 3 | LSTM autoencoder | 0.9956896551724138 | 0.004375793971121311 | 0.0001 | 0.5535516698042836 | 1.0 | 1.0 | 2.352322294770528 | 0.19707317073170733 | 0.5 | uniform | 0.5 |
| 340 | TwoLeadECG | 3 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.005936787620489904 | 0.16 | 0.42 | 0.025228426975811836 | 0.9992682926829268 | 0.5 | uniform | 0.5 |
| 341 | TwoLeadECG | 4 | 1dCNN autoencoder | 1.0 | 0.00018063616880681366 | 0.0001 | 0.12844594894040817 | 0.6 | 0.4 | 0.5239665670913978 | 0.7402439024390244 | 0.5 | uniform | 0.5 |
| 342 | TwoLeadECG | 4 | LSTM autoencoder | 1.0 | 0.004404157400131226 | 0.0001 | 0.547504837453322 | 0.88 | 1.0 | 2.2334237281352065 | 0.22878048780487806 | 0.5 | uniform | 0.5 |
| 343 | TwoLeadECG | 4 | No autoencoder | 1.0 | 0 | 0.0001 | 0.009221924731796453 | 0.2 | 0.36 | 0.03761878271409258 | 0.9980487804878049 | 0.5 | uniform | 0.5 |
| 344 | TwoLeadECG | 5 | 1dCNN autoencoder | 0.9956896551724138 | 8.87543719727546e-05 | 0.0001 | 0.12482614398673827 | 0.98 | 0.22 | 0.5008704895528052 | 0.6478048780487805 | 0.5 | uniform | 0.5 |
| 345 | TwoLeadECG | 5 | LSTM autoencoder | 0.9956896551724138 | 0.005789710208773613 | 0.0001 | 0.5460400231841638 | 0.9 | 1.0 | 2.1910100319748222 | 0.22146341463414634 | 0.5 | uniform | 0.5 |
| 346 | TwoLeadECG | 5 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.068422245781633 | 0.84 | 0.24 | 0.2745473235525873 | 0.728780487804878 | 0.5 | uniform | 0.5 |
| 347 | TwoLeadECG | 1 | 1dCNN autoencoder | 0.9914529914529915 | 0.00019447326485533267 | 0.0001 | 0.16448675844318175 | 1.0 | 0.16 | 0.7808401564018463 | 0.6178048780487805 | 0.5 | uniform | 0.6 |
| 348 | TwoLeadECG | 1 | LSTM autoencoder | 0.9914529914529915 | 0.004377543460577726 | 0.0001 | 0.4956277626554998 | 1.0 | 1.0 | 2.3528098150386985 | 0.22829268292682928 | 0.5 | uniform | 0.6 |
| 349 | TwoLeadECG | 1 | No autoencoder | 0.9914529914529915 | 0 | 0.0001 | 0.0730567682809656 | 1.0 | 0.18 | 0.3468100345015175 | 0.7085365853658536 | 0.5 | uniform | 0.6 |
| 350 | TwoLeadECG | 2 | 1dCNN autoencoder | 0.982905982905983 | 0.00011862044630106539 | 0.0001 | 0.13832869945654952 | 0.88 | 0.24 | 0.5516756431423118 | 0.6026829268292683 | 0.5 | uniform | 0.6 |
| 351 | TwoLeadECG | 2 | LSTM autoencoder | 0.982905982905983 | 0.005427463445812464 | 0.0001 | 0.7976956172190739 | 1.0 | 1.0 | 3.181330008812569 | 0.18878048780487805 | 0.5 | uniform | 0.6 |
| 352 | TwoLeadECG | 2 | No autoencoder | 0.982905982905983 | 0 | 0.0001 | 0.032252608883362274 | 0.58 | 0.34 | 0.12862825153890264 | 0.9595121951219512 | 0.5 | uniform | 0.6 |
| 353 | TwoLeadECG | 3 | 1dCNN autoencoder | 0.9956896551724138 | 0.0001453538570785895 | 0.0001 | 0.12287334125224372 | 0.76 | 0.36 | 0.5221512567431938 | 0.6885365853658536 | 0.5 | uniform | 0.6 |
| 354 | TwoLeadECG | 3 | LSTM autoencoder | 0.9956896551724138 | 0.004375810734927654 | 0.0001 | 0.5415238781088527 | 1.0 | 1.0 | 2.3012100967492994 | 0.20390243902439023 | 0.5 | uniform | 0.6 |
| 355 | TwoLeadECG | 3 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.007579435518332207 | 0.18 | 0.42 | 0.032208872493966575 | 0.9975609756097561 | 0.5 | uniform | 0.6 |
| 356 | TwoLeadECG | 4 | 1dCNN autoencoder | 1.0 | 0.00018063616880681366 | 0.0001 | 0.13490447275073197 | 0.62 | 0.36 | 0.550312672805821 | 0.71 | 0.5 | uniform | 0.6 |
| 357 | TwoLeadECG | 4 | LSTM autoencoder | 1.0 | 0.004404154606163502 | 0.0001 | 0.5381801629756316 | 0.9 | 1.0 | 2.1953858007764624 | 0.23073170731707318 | 0.5 | uniform | 0.6 |
| 358 | TwoLeadECG | 4 | No autoencoder | 1.0 | 0 | 0.0001 | 0.010411372468805982 | 0.22 | 0.36 | 0.042470869156964054 | 0.9953658536585366 | 0.5 | uniform | 0.6 |
| 359 | TwoLeadECG | 5 | 1dCNN autoencoder | 0.9956896551724138 | 8.87543719727546e-05 | 0.0001 | 0.1346142996797485 | 1.0 | 0.22 | 0.5401459023565364 | 0.6126829268292683 | 0.5 | uniform | 0.6 |
| 360 | TwoLeadECG | 5 | LSTM autoencoder | 0.9956896551724138 | 0.0057897125370800495 | 0.0001 | 0.564649154599534 | 1.0 | 1.0 | 2.2656800046622685 | 0.2151219512195122 | 0.5 | uniform | 0.6 |
| 361 | TwoLeadECG | 5 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.08021772489791053 | 1.0 | 0.24 | 0.3218772114333464 | 0.6275609756097561 | 0.5 | uniform | 0.6 |
| 362 | TwoLeadECG | 1 | 1dCNN autoencoder | 0.9914529914529915 | 0.00019447326485533267 | 0.0001 | 0.18201041350005304 | 1.0 | 0.26 | 0.8640272389661001 | 0.5417073170731708 | 0.5 | uniform | 0.7 |
| 363 | TwoLeadECG | 1 | LSTM autoencoder | 0.9914529914529915 | 0.004377529490739107 | 0.0001 | 0.5182932906462951 | 1.0 | 1.0 | 2.460406040952388 | 0.2278048780487805 | 0.5 | uniform | 0.7 |
| 364 | TwoLeadECG | 1 | No autoencoder | 0.9914529914529915 | 0 | 0.0001 | 0.08408907877206788 | 1.0 | 0.16 | 0.3991818553756076 | 0.5575609756097561 | 0.5 | uniform | 0.7 |
| 365 | TwoLeadECG | 2 | 1dCNN autoencoder | 0.982905982905983 | 0.00011862044630106539 | 0.0001 | 0.1710084241039157 | 0.92 | 0.2 | 0.6820072965401834 | 0.5378048780487805 | 0.5 | uniform | 0.7 |
| 366 | TwoLeadECG | 2 | LSTM autoencoder | 0.982905982905983 | 0.005427480675280094 | 0.0001 | 0.7858472314479309 | 1.0 | 1.0 | 3.134076865638569 | 0.18707317073170732 | 0.5 | uniform | 0.7 |
| 367 | TwoLeadECG | 2 | No autoencoder | 0.982905982905983 | 0 | 0.0001 | 0.03780538710012103 | 0.6 | 0.34 | 0.15077356560598984 | 0.9275609756097561 | 0.5 | uniform | 0.7 |
| 368 | TwoLeadECG | 3 | 1dCNN autoencoder | 0.9956896551724138 | 0.0001453538570785895 | 0.0001 | 0.1455592345597912 | 0.78 | 0.36 | 0.6185551437064419 | 0.6185365853658537 | 0.5 | uniform | 0.7 |
| 369 | TwoLeadECG | 3 | LSTM autoencoder | 0.9956896551724138 | 0.004375793971121311 | 0.0001 | 0.5445658727064443 | 1.0 | 1.0 | 2.3141370773778944 | 0.2004878048780488 | 0.5 | uniform | 0.7 |
| 370 | TwoLeadECG | 3 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.010326214179511907 | 0.2 | 0.42 | 0.04388133061477299 | 0.9907317073170732 | 0.5 | uniform | 0.7 |
| 371 | TwoLeadECG | 4 | 1dCNN autoencoder | 1.0 | 0.00018063616880681366 | 0.0001 | 0.14772863909964556 | 0.66 | 0.34 | 0.6026259958267496 | 0.6546341463414634 | 0.5 | uniform | 0.7 |
| 372 | TwoLeadECG | 4 | LSTM autoencoder | 1.0 | 0.004404154140502214 | 0.0001 | 0.5219994259241102 | 0.9 | 1.0 | 2.1293800970868304 | 0.2424390243902439 | 0.5 | uniform | 0.7 |
| 373 | TwoLeadECG | 4 | No autoencoder | 1.0 | 0 | 0.0001 | 0.012029785284889603 | 0.22 | 0.36 | 0.04907282285324978 | 0.9885365853658536 | 0.5 | uniform | 0.7 |
| 374 | TwoLeadECG | 5 | 1dCNN autoencoder | 0.9956896551724138 | 8.87543719727546e-05 | 0.0001 | 0.15463192236881332 | 1.0 | 0.14 | 0.6204675093191003 | 0.5519512195121952 | 0.5 | uniform | 0.7 |
| 375 | TwoLeadECG | 5 | LSTM autoencoder | 0.9956896551724138 | 0.005789654329419136 | 0.0001 | 0.5792409127099462 | 1.0 | 1.0 | 2.324230087159207 | 0.2073170731707317 | 0.5 | uniform | 0.7 |
| 376 | TwoLeadECG | 5 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.09194074197399242 | 1.0 | 0.24 | 0.3689163421346589 | 0.5475609756097561 | 0.5 | uniform | 0.7 |
| 377 | TwoLeadECG | 1 | 1dCNN autoencoder | 0.9914529914529915 | 0.00019447326485533267 | 0.0001 | 0.19951464805320399 | 1.0 | 0.22 | 0.9471221298590848 | 0.49634146341463414 | 0.5 | uniform | 0.8 |
| 378 | TwoLeadECG | 1 | LSTM autoencoder | 0.9914529914529915 | 0.004377539269626141 | 0.0001 | 0.5337598482574039 | 1.0 | 1.0 | 2.5338278128832155 | 0.2329268292682927 | 0.5 | uniform | 0.8 |
| 379 | TwoLeadECG | 1 | No autoencoder | 0.9914529914529915 | 0 | 0.0001 | 0.09675198643894765 | 1.0 | 0.18 | 0.4592943343173335 | 0.4426829268292683 | 0.5 | uniform | 0.8 |
| 380 | TwoLeadECG | 2 | 1dCNN autoencoder | 0.982905982905983 | 0.00011862044630106539 | 0.0001 | 0.21782304129066568 | 0.94 | 0.26 | 0.8687110257476847 | 0.4295121951219512 | 0.5 | uniform | 0.8 |
| 381 | TwoLeadECG | 2 | LSTM autoencoder | 0.982905982905983 | 0.0054272934794425964 | 0.0001 | 0.7756492198627879 | 1.0 | 1.0 | 3.093405662756526 | 0.18121951219512195 | 0.5 | uniform | 0.8 |
| 382 | TwoLeadECG | 2 | No autoencoder | 0.982905982905983 | 0 | 0.0001 | 0.046452664733524884 | 0.62 | 0.34 | 0.18526020842544805 | 0.8490243902439024 | 0.5 | uniform | 0.8 |
| 383 | TwoLeadECG | 3 | 1dCNN autoencoder | 0.9956896551724138 | 0.0001453538570785895 | 0.0001 | 0.17645320843276577 | 0.8 | 0.38 | 0.7498393353721461 | 0.5270731707317073 | 0.5 | uniform | 0.8 |
| 384 | TwoLeadECG | 3 | LSTM autoencoder | 0.9956896551724138 | 0.004375798627734184 | 0.0001 | 0.5484372584662895 | 1.0 | 1.0 | 2.330588562453824 | 0.20170731707317074 | 0.5 | uniform | 0.8 |
| 385 | TwoLeadECG | 3 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.01405501011637818 | 0.22 | 0.42 | 0.05972687908550837 | 0.9912195121951219 | 0.5 | uniform | 0.8 |
| 386 | TwoLeadECG | 4 | 1dCNN autoencoder | 1.0 | 0.00018063616880681366 | 0.0001 | 0.17248982354883238 | 0.7 | 0.34 | 0.703633718685931 | 0.5692682926829268 | 0.5 | uniform | 0.8 |
| 387 | TwoLeadECG | 4 | LSTM autoencoder | 1.0 | 0.004404154606163502 | 0.0001 | 0.5177863676685908 | 0.9 | 1.0 | 2.1121938666972304 | 0.24658536585365853 | 0.5 | uniform | 0.8 |
| 388 | TwoLeadECG | 4 | No autoencoder | 1.0 | 0 | 0.0001 | 0.01706913875363726 | 0.24 | 0.36 | 0.06962974005586908 | 0.9768292682926829 | 0.5 | uniform | 0.8 |
| 389 | TwoLeadECG | 5 | 1dCNN autoencoder | 0.9956896551724138 | 8.87543719727546e-05 | 0.0001 | 0.17941766656606997 | 1.0 | 0.2 | 0.7199214172386583 | 0.504390243902439 | 0.5 | uniform | 0.8 |
| 390 | TwoLeadECG | 5 | LSTM autoencoder | 0.9956896551724138 | 0.0057897125370800495 | 0.0001 | 0.6177845313489132 | 1.0 | 1.0 | 2.478888082033158 | 0.21 | 0.5 | uniform | 0.8 |
| 391 | TwoLeadECG | 5 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.10513222736972017 | 1.0 | 0.24 | 0.42184776769234333 | 0.4346341463414634 | 0.5 | uniform | 0.8 |
| 392 | TwoLeadECG | 1 | 1dCNN autoencoder | 0.9914529914529915 | 0.00019447326485533267 | 0.0001 | 0.2598217270496671 | 1.0 | 0.36 | 1.233407721729406 | 0.42073170731707316 | 0.5 | uniform | 0.9 |
| 393 | TwoLeadECG | 1 | LSTM autoencoder | 0.9914529914529915 | 0.004377523437142372 | 0.0001 | 0.56177414645992 | 1.0 | 1.0 | 2.666815350585205 | 0.2275609756097561 | 0.5 | uniform | 0.9 |
| 394 | TwoLeadECG | 1 | No autoencoder | 0.9914529914529915 | 0 | 0.0001 | 0.11564719011839748 | 1.0 | 0.22 | 0.5489923375848905 | 0.3019512195121951 | 0.5 | uniform | 0.9 |
| 395 | TwoLeadECG | 2 | 1dCNN autoencoder | 0.982905982905983 | 0.00011862044630106539 | 0.0001 | 0.24090619721728657 | 0.94 | 0.3 | 0.9607701207988374 | 0.37341463414634146 | 0.5 | uniform | 0.9 |
| 396 | TwoLeadECG | 2 | LSTM autoencoder | 0.982905982905983 | 0.005427460186183453 | 0.0001 | 0.784259060777176 | 1.0 | 1.0 | 3.127743002314106 | 0.1821951219512195 | 0.5 | uniform | 0.9 |
| 397 | TwoLeadECG | 2 | No autoencoder | 0.982905982905983 | 0 | 0.0001 | 0.059267859289480924 | 0.64 | 0.34 | 0.23636913033699697 | 0.6639024390243903 | 0.5 | uniform | 0.9 |
| 398 | TwoLeadECG | 3 | 1dCNN autoencoder | 0.9956896551724138 | 0.0001453538570785895 | 0.0001 | 0.1923865946507223 | 0.8 | 0.36 | 0.8175483888827976 | 0.4846341463414634 | 0.5 | uniform | 0.9 |
| 399 | TwoLeadECG | 3 | LSTM autoencoder | 0.9956896551724138 | 0.004375808406621218 | 0.0001 | 0.5483983715423626 | 1.0 | 1.0 | 2.330423312156303 | 0.2029268292682927 | 0.5 | uniform | 0.9 |
| 400 | TwoLeadECG | 3 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.015987284138729217 | 0.22 | 0.42 | 0.06793809316059071 | 0.9704878048780488 | 0.5 | uniform | 0.9 |
| 401 | TwoLeadECG | 4 | 1dCNN autoencoder | 1.0 | 0.00018063616880681366 | 0.0001 | 0.1883749700413648 | 0.72 | 0.4 | 0.7684336266946894 | 0.5309756097560976 | 0.5 | uniform | 0.9 |
| 402 | TwoLeadECG | 4 | LSTM autoencoder | 1.0 | 0.004404156003147364 | 0.0001 | 0.5360174724528222 | 0.9 | 1.0 | 2.1865635877112353 | 0.24853658536585366 | 0.5 | uniform | 0.9 |
| 403 | TwoLeadECG | 4 | No autoencoder | 1.0 | 0 | 0.0001 | 0.018631915282292195 | 0.24 | 0.36 | 0.07600473794101245 | 0.9565853658536585 | 0.5 | uniform | 0.9 |
| 404 | TwoLeadECG | 5 | 1dCNN autoencoder | 0.9956896551724138 | 8.87543719727546e-05 | 0.0001 | 0.25689804693210744 | 1.0 | 0.24 | 1.0308149112233618 | 0.41024390243902437 | 0.5 | uniform | 0.9 |
| 405 | TwoLeadECG | 5 | LSTM autoencoder | 0.9956896551724138 | 0.005789683200418949 | 0.0001 | 0.6642512675102121 | 1.0 | 1.0 | 2.6653379405780426 | 0.1980487804878049 | 0.5 | uniform | 0.9 |
| 406 | TwoLeadECG | 5 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.12483630780444585 | 1.0 | 0.26 | 0.5009112723262558 | 0.31390243902439025 | 0.5 | uniform | 0.9 |
| 407 | TwoLeadECG | 1 | 1dCNN autoencoder | 0.9914529914529915 | 0.00019447326485533267 | 0.0001 | 0.2842581900745679 | 1.0 | 0.4 | 1.349410807879727 | 0.2895121951219512 | 0.5 | uniform | 0.99 |
| 408 | TwoLeadECG | 1 | LSTM autoencoder | 0.9914529914529915 | 0.004377526231110096 | 0.0001 | 0.5801401538423447 | 1.0 | 1.0 | 2.7540011898144683 | 0.21439024390243902 | 0.5 | uniform | 0.99 |
| 409 | TwoLeadECG | 1 | No autoencoder | 0.9914529914529915 | 0 | 0.0001 | 0.13300566789212545 | 1.0 | 0.24 | 0.6313953019816732 | 0.19341463414634147 | 0.5 | uniform | 0.99 |
| 410 | TwoLeadECG | 2 | 1dCNN autoencoder | 0.982905982905983 | 0.00011862044630106539 | 0.0001 | 0.24503676048065412 | 0.94 | 0.28 | 0.9772434278841402 | 0.35073170731707315 | 0.5 | uniform | 0.99 |
| 411 | TwoLeadECG | 2 | LSTM autoencoder | 0.982905982905983 | 0.005427643656730652 | 0.0001 | 0.7829995569596043 | 1.0 | 1.0 | 3.1227199117961675 | 0.1875609756097561 | 0.5 | uniform | 0.99 |
| 412 | TwoLeadECG | 2 | No autoencoder | 0.982905982905983 | 0 | 0.0001 | 0.06256369375250151 | 0.68 | 0.34 | 0.24951341351337858 | 0.6509756097560976 | 0.5 | uniform | 0.99 |
| 413 | TwoLeadECG | 3 | 1dCNN autoencoder | 0.9956896551724138 | 0.0001453538570785895 | 0.0001 | 0.19998013453544744 | 0.82 | 0.4 | 0.8498171979957458 | 0.4653658536585366 | 0.5 | uniform | 0.99 |
| 414 | TwoLeadECG | 3 | LSTM autoencoder | 0.9956896551724138 | 0.004375801887363195 | 0.0001 | 0.5776664421620393 | 1.0 | 1.0 | 2.4547982148061793 | 0.20219512195121953 | 0.5 | uniform | 0.99 |
| 415 | TwoLeadECG | 3 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.0163565268921071 | 0.24 | 0.42 | 0.06950719322537843 | 0.975609756097561 | 0.5 | uniform | 0.99 |
| 416 | TwoLeadECG | 4 | 1dCNN autoencoder | 1.0 | 0.00018063616880681366 | 0.0001 | 0.1905048829388818 | 0.72 | 0.4 | 0.7771221307566857 | 0.5324390243902439 | 0.5 | uniform | 0.99 |
| 417 | TwoLeadECG | 4 | LSTM autoencoder | 1.0 | 0.004404151812195778 | 0.0001 | 0.558545182983828 | 0.9 | 1.0 | 2.2784603524495 | 0.23902439024390243 | 0.5 | uniform | 0.99 |
| 418 | TwoLeadECG | 4 | No autoencoder | 1.0 | 0 | 0.0001 | 0.021287086854377957 | 0.26 | 0.36 | 0.08683591747716035 | 0.9343902439024391 | 0.5 | uniform | 0.99 |
| 419 | TwoLeadECG | 5 | 1dCNN autoencoder | 0.9956896551724138 | 8.87543719727546e-05 | 0.0001 | 0.27802098062185804 | 1.0 | 0.3 | 1.1155716280462482 | 0.288780487804878 | 0.5 | uniform | 0.99 |
| 420 | TwoLeadECG | 5 | LSTM autoencoder | 0.9956896551724138 | 0.005789634771645069 | 0.0001 | 0.7223443364438366 | 1.0 | 1.0 | 2.898438979728148 | 0.19170731707317074 | 0.5 | uniform | 0.99 |
| 421 | TwoLeadECG | 5 | No autoencoder | 0.9956896551724138 | 0 | 0.0001 | 0.14144267073621017 | 1.0 | 0.28 | 0.5675450468359292 | 0.21439024390243902 | 0.5 | uniform | 0.99 |