497 lines
73 KiB
CSV
497 lines
73 KiB
CSV
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
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TwoLeadECG,1,1dCNN autoencoder,0.9914529914529915,0.00019447326485533267,0.0001,0.1896751555061688,1.0,0.28,0.9004127717802967,0.4551219512195122,1.0,local,0.5
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TwoLeadECG,1,LSTM autoencoder,0.9914529914529915,0.0043775346130132675,0.0001,0.6060324660580969,1.0,1.0,2.87691538249179,0.19560975609756098,1.0,local,0.5
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TwoLeadECG,1,No autoencoder,0.9914529914529915,0,0.0001,0.07058416541240597,0.98,0.2,0.3350722652799744,0.7748780487804878,1.0,local,0.5
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TwoLeadECG,2,1dCNN autoencoder,0.982905982905983,0.00011862044630106539,0.0001,0.1742060583650342,1.0,0.32,0.6947599425526659,0.424390243902439,1.0,local,0.5
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TwoLeadECG,2,LSTM autoencoder,0.982905982905983,0.0054274266585707664,0.0001,0.8564940309274772,1.0,1.0,3.4158269196182705,0.16,1.0,local,0.5
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TwoLeadECG,2,No autoencoder,0.982905982905983,0,0.0001,0.07851236931435417,0.9,0.3,0.313119128613858,0.7129268292682926,1.0,local,0.5
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TwoLeadECG,3,1dCNN autoencoder,0.9956896551724138,0.0001453538570785895,0.0001,0.17072207426207586,0.94,0.48,0.7254848343934003,0.4629268292682927,1.0,local,0.5
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TwoLeadECG,3,LSTM autoencoder,0.9956896551724138,0.004375824239104986,0.0001,0.5947406724471783,1.0,1.0,2.527355294400897,0.18073170731707316,1.0,local,0.5
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TwoLeadECG,3,No autoencoder,0.9956896551724138,0,0.0001,0.06515802189557615,0.94,0.36,0.2768895406679955,0.8653658536585366,1.0,local,0.5
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TwoLeadECG,4,1dCNN autoencoder,1.0,0.00018063616880681366,0.0001,0.18915567235802377,0.98,0.42,0.7716183274669179,0.4446341463414634,1.0,local,0.5
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TwoLeadECG,4,LSTM autoencoder,1.0,0.004404154140502214,0.0001,0.6972943665848875,0.94,1.0,2.844456664656356,0.1873170731707317,1.0,local,0.5
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TwoLeadECG,4,No autoencoder,1.0,0,0.0001,0.07345599137312074,0.9,0.36,0.29964731429502633,0.7697560975609756,1.0,local,0.5
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TwoLeadECG,5,1dCNN autoencoder,0.9956896551724138,8.87543719727546e-05,0.0001,0.18196440846621253,1.0,0.4,0.7301403330967382,0.41073170731707315,1.0,local,0.5
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TwoLeadECG,5,LSTM autoencoder,0.9956896551724138,0.005789671093225479,0.0001,0.650218881327794,1.0,1.0,2.6090323629778216,0.17585365853658536,1.0,local,0.5
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TwoLeadECG,5,No autoencoder,0.9956896551724138,0,0.0001,0.07801562587609974,0.96,0.24,0.31304119054964985,0.6453658536585366,1.0,local,0.5
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TwoLeadECG,1,1dCNN autoencoder,0.9914529914529915,0.00019447326485533267,0.0001,0.1833180519054004,1.0,0.24,0.8702347695090594,0.49878048780487805,0.9,local,0.5
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TwoLeadECG,1,LSTM autoencoder,0.9914529914529915,0.00437752902507782,0.0001,0.5881157973354881,1.0,1.0,2.7918626126519963,0.1980487804878049,0.9,local,0.5
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TwoLeadECG,1,No autoencoder,0.9914529914529915,0,0.0001,0.06959589817079308,0.98,0.2,0.330380831423465,0.7753658536585366,0.9,local,0.5
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TwoLeadECG,2,1dCNN autoencoder,0.982905982905983,0.00011862044630106539,0.0001,0.17145608915244767,0.98,0.26,0.6837926520342458,0.44121951219512195,0.9,local,0.5
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TwoLeadECG,2,LSTM autoencoder,0.982905982905983,0.00542756263166666,0.0001,0.8408347050282781,1.0,1.0,3.3533751744594187,0.17,0.9,local,0.5
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TwoLeadECG,2,No autoencoder,0.982905982905983,0,0.0001,0.07689118061269143,0.92,0.3,0.30665358441978585,0.7873170731707317,0.9,local,0.5
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TwoLeadECG,3,1dCNN autoencoder,0.9956896551724138,0.0001453538570785895,0.0001,0.16109340333497088,0.94,0.4,0.684567719467442,0.501219512195122,0.9,local,0.5
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TwoLeadECG,3,LSTM autoencoder,0.9956896551724138,0.004375814460217953,0.0001,0.5870853380027419,1.0,1.0,2.494823888807017,0.18390243902439024,0.9,local,0.5
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TwoLeadECG,3,No autoencoder,0.9956896551724138,0,0.0001,0.06462636635107154,0.9,0.36,0.27463026613465563,0.8565853658536585,0.9,local,0.5
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TwoLeadECG,4,1dCNN autoencoder,1.0,0.00018063616880681366,0.0001,0.1840500872102902,0.88,0.42,0.750791232919219,0.5026829268292683,0.9,local,0.5
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TwoLeadECG,4,LSTM autoencoder,1.0,0.004404156934469938,0.0001,0.6415788701108559,0.94,1.0,2.617177737900673,0.19560975609756098,0.9,local,0.5
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TwoLeadECG,4,No autoencoder,1.0,0,0.0001,0.07643664239680992,0.8,0.36,0.31180621457536484,0.8312195121951219,0.9,local,0.5
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TwoLeadECG,5,1dCNN autoencoder,0.9956896551724138,8.87543719727546e-05,0.0001,0.16656900825162033,1.0,0.38,0.6683656006884102,0.4575609756097561,0.9,local,0.5
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TwoLeadECG,5,LSTM autoencoder,0.9956896551724138,0.005789682734757662,0.0001,0.6230219350652636,1.0,1.0,2.4999033988539106,0.18682926829268293,0.9,local,0.5
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TwoLeadECG,5,No autoencoder,0.9956896551724138,0,0.0001,0.07660767619131702,1.0,0.24,0.30739172942428056,0.654390243902439,0.9,local,0.5
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TwoLeadECG,1,1dCNN autoencoder,0.9914529914529915,0.00019447326485533267,0.0001,0.17549811395426243,1.0,0.24,0.8331125012449639,0.5317073170731708,0.8,local,0.5
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TwoLeadECG,1,LSTM autoencoder,0.9914529914529915,0.004377537872642279,0.0001,0.5721883571638208,1.0,1.0,2.7162529709249883,0.20170731707317074,0.8,local,0.5
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TwoLeadECG,1,No autoencoder,0.9914529914529915,0,0.0001,0.06837753074103546,0.98,0.18,0.3245970818778414,0.7926829268292683,0.8,local,0.5
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TwoLeadECG,2,1dCNN autoencoder,0.982905982905983,0.00011862044630106539,0.0001,0.16357385594755752,0.98,0.24,0.6523571213758276,0.4763414634146341,0.8,local,0.5
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TwoLeadECG,2,LSTM autoencoder,0.982905982905983,0.005427505820989609,0.0001,0.8470042008396108,0.94,1.0,3.3779800509814435,0.16951219512195123,0.8,local,0.5
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TwoLeadECG,2,No autoencoder,0.982905982905983,0,0.0001,0.07723184976731336,0.9,0.3,0.30801222420829794,0.817560975609756,0.8,local,0.5
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TwoLeadECG,3,1dCNN autoencoder,0.9956896551724138,0.0001453538570785895,0.0001,0.1559267771857365,0.96,0.38,0.66261209988836,0.5419512195121952,0.8,local,0.5
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TwoLeadECG,3,LSTM autoencoder,0.9956896551724138,0.004375813994556665,0.0001,0.5855882911403693,1.0,1.0,2.488462176065873,0.18097560975609756,0.8,local,0.5
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TwoLeadECG,3,No autoencoder,0.9956896551724138,0,0.0001,0.06493509197398946,0.78,0.38,0.27594219816443977,0.8529268292682927,0.8,local,0.5
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TwoLeadECG,4,1dCNN autoencoder,1.0,0.00018063616880681366,0.0001,0.1797744764004161,0.82,0.44,0.7333498333519352,0.5497560975609757,0.8,local,0.5
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TwoLeadECG,4,LSTM autoencoder,1.0,0.004404157865792513,0.0001,0.6191193363297605,0.92,1.0,2.5255590849899954,0.19902439024390245,0.8,local,0.5
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TwoLeadECG,4,No autoencoder,1.0,0,0.0001,0.07820659445546202,0.88,0.36,0.3190263387734317,0.8270731707317073,0.8,local,0.5
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TwoLeadECG,5,1dCNN autoencoder,0.9956896551724138,8.87543719727546e-05,0.0001,0.15778342660287079,1.0,0.3,0.633113061109179,0.49097560975609755,0.8,local,0.5
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TwoLeadECG,5,LSTM autoencoder,0.9956896551724138,0.005789737217128277,0.0001,0.6051288438352773,0.96,1.0,2.4281065694579116,0.19121951219512195,0.8,local,0.5
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TwoLeadECG,5,No autoencoder,0.9956896551724138,0,0.0001,0.07541980861530077,1.0,0.24,0.30262535761048504,0.6604878048780488,0.8,local,0.5
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TwoLeadECG,1,1dCNN autoencoder,0.9914529914529915,0.00019447326485533267,0.0001,0.16925884381954645,1.0,0.18,0.8034938698491249,0.574390243902439,0.7,local,0.5
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TwoLeadECG,1,LSTM autoencoder,0.9914529914529915,0.004377543460577726,0.0001,0.5472105322652758,0.96,1.0,2.5976799691529644,0.2097560975609756,0.7,local,0.5
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TwoLeadECG,1,No autoencoder,0.9914529914529915,0,0.0001,0.06699822148822203,0.98,0.18,0.3180493204477602,0.7951219512195122,0.7,local,0.5
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TwoLeadECG,2,1dCNN autoencoder,0.982905982905983,0.00011862044630106539,0.0001,0.15930873907922055,0.96,0.26,0.6353471942915639,0.5148780487804878,0.7,local,0.5
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TwoLeadECG,2,LSTM autoencoder,0.982905982905983,0.005427468568086624,0.0001,0.8395883260567455,0.92,1.0,3.348404427800044,0.17317073170731706,0.7,local,0.5
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TwoLeadECG,2,No autoencoder,0.982905982905983,0,0.0001,0.07785969813166013,0.86,0.3,0.3105161778459568,0.8292682926829268,0.7,local,0.5
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TwoLeadECG,3,1dCNN autoencoder,0.9956896551724138,0.0001453538570785895,0.0001,0.15613680448534986,0.96,0.34,0.6635046125955578,0.5663414634146341,0.7,local,0.5
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TwoLeadECG,3,LSTM autoencoder,0.9956896551724138,0.00437579769641161,0.0001,0.576699833964284,0.96,1.0,2.4506906054574586,0.18317073170731707,0.7,local,0.5
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TwoLeadECG,3,No autoencoder,0.9956896551724138,0,0.0001,0.0658948237742355,0.82,0.36,0.28002058620636777,0.8451219512195122,0.7,local,0.5
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TwoLeadECG,4,1dCNN autoencoder,1.0,0.00018063616880681366,0.0001,0.17410027844104964,0.82,0.44,0.7102032098087854,0.5897560975609756,0.7,local,0.5
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TwoLeadECG,4,LSTM autoencoder,1.0,0.004404156934469938,0.0001,0.5921345702882141,0.88,1.0,2.4154807575441586,0.21292682926829268,0.7,local,0.5
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TwoLeadECG,4,No autoencoder,1.0,0,0.0001,0.07921472505100695,0.86,0.36,0.32313878242529454,0.8182926829268292,0.7,local,0.5
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TwoLeadECG,5,1dCNN autoencoder,0.9956896551724138,8.87543719727546e-05,0.0001,0.14859613122464407,1.0,0.28,0.5962486272110403,0.5392682926829269,0.7,local,0.5
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TwoLeadECG,5,LSTM autoencoder,0.9956896551724138,0.0057897125370800495,0.0001,0.5805953526690276,0.88,1.0,2.3296648381152822,0.19975609756097562,0.7,local,0.5
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TwoLeadECG,5,No autoencoder,0.9956896551724138,0,0.0001,0.07384418021906784,1.0,0.24,0.29630307815067636,0.6758536585365854,0.7,local,0.5
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TwoLeadECG,1,1dCNN autoencoder,0.9914529914529915,0.00019447326485533267,0.0001,0.16492731540260977,1.0,0.2,0.7829315379109696,0.6051219512195122,0.6,local,0.5
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TwoLeadECG,1,LSTM autoencoder,0.9914529914529915,0.00437754113227129,0.0001,0.5313558963518591,0.94,1.0,2.5224159387623173,0.21195121951219512,0.6,local,0.5
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TwoLeadECG,1,No autoencoder,0.9914529914529915,0,0.0001,0.06549544947833438,0.92,0.18,0.31091546516151636,0.8114634146341464,0.6,local,0.5
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TwoLeadECG,2,1dCNN autoencoder,0.982905982905983,0.00011862044630106539,0.0001,0.15521686473194746,0.94,0.24,0.619028184418284,0.5463414634146342,0.6,local,0.5
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TwoLeadECG,2,LSTM autoencoder,0.982905982905983,0.005427652038633823,0.0001,0.8206338095484575,0.94,1.0,3.2728109672510572,0.17512195121951218,0.6,local,0.5
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TwoLeadECG,2,No autoencoder,0.982905982905983,0,0.0001,0.078445067121409,0.86,0.32,0.3128507173534053,0.838780487804878,0.6,local,0.5
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TwoLeadECG,3,1dCNN autoencoder,0.9956896551724138,0.0001453538570785895,0.0001,0.15502822774457065,0.88,0.34,0.6587937067758338,0.5863414634146341,0.6,local,0.5
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TwoLeadECG,3,LSTM autoencoder,0.9956896551724138,0.0043758004903793335,0.0001,0.5685653752273832,0.98,1.0,2.416123157310354,0.18878048780487805,0.6,local,0.5
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TwoLeadECG,3,No autoencoder,0.9956896551724138,0,0.0001,0.06648183674068962,0.86,0.36,0.28251510255169393,0.838780487804878,0.6,local,0.5
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TwoLeadECG,4,1dCNN autoencoder,1.0,0.00018063616880681366,0.0001,0.16440481881535543,0.78,0.46,0.6706527472340169,0.6214634146341463,0.6,local,0.5
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TwoLeadECG,4,LSTM autoencoder,1.0,0.00440415320917964,0.0001,0.577432962989144,0.86,1.0,2.3555088333942313,0.21048780487804877,0.6,local,0.5
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TwoLeadECG,4,No autoencoder,1.0,0,0.0001,0.08008741602096141,0.82,0.36,0.32669873036784,0.8136585365853658,0.6,local,0.5
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TwoLeadECG,5,1dCNN autoencoder,0.9956896551724138,8.87543719727546e-05,0.0001,0.1399555162218291,1.0,0.22,0.56157777278685,0.5826829268292683,0.6,local,0.5
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TwoLeadECG,5,LSTM autoencoder,0.9956896551724138,0.005789666902273893,0.0001,0.5720265686879137,0.92,1.0,2.295282208880586,0.2075609756097561,0.6,local,0.5
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TwoLeadECG,5,No autoencoder,0.9956896551724138,0,0.0001,0.0723627460527893,0.86,0.24,0.2903587572543822,0.6865853658536586,0.6,local,0.5
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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
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TwoLeadECG,1,LSTM autoencoder,0.9914529914529915,0.004377533216029406,0.0001,0.5095472673713132,0.84,1.0,2.418887524528527,0.2173170731707317,0.5,local,0.5
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TwoLeadECG,1,No autoencoder,0.9914529914529915,0,0.0001,0.0637785446026547,0.78,0.18,0.3027650931538152,0.8248780487804878,0.5,local,0.5
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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
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TwoLeadECG,2,LSTM autoencoder,0.982905982905983,0.005427295342087746,0.0001,0.8098098909745737,0.88,1.0,3.2296435532290446,0.1795121951219512,0.5,local,0.5
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TwoLeadECG,2,No autoencoder,0.982905982905983,0,0.0001,0.07882967849267326,0.88,0.34,0.3143846053060547,0.8463414634146341,0.5,local,0.5
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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
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TwoLeadECG,3,LSTM autoencoder,0.9956896551724138,0.004375814460217953,0.0001,0.5574921218642206,0.94,1.0,2.3690672776469075,0.1978048780487805,0.5,local,0.5
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TwoLeadECG,3,No autoencoder,0.9956896551724138,0,0.0001,0.06725848045446385,0.86,0.34,0.28581545629039806,0.8321951219512195,0.5,local,0.5
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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
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TwoLeadECG,4,LSTM autoencoder,1.0,0.004404156934469938,0.0001,0.5715132990447266,0.82,1.0,2.331360886176914,0.22097560975609756,0.5,local,0.5
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TwoLeadECG,4,No autoencoder,1.0,0,0.0001,0.08147407132637259,0.8,0.36,0.332355281050123,0.8102439024390244,0.5,local,0.5
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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
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TwoLeadECG,5,LSTM autoencoder,0.9956896551724138,0.0057896883226931095,0.0001,0.5641866957497966,0.9,1.0,2.263824367829566,0.20853658536585365,0.5,local,0.5
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TwoLeadECG,5,No autoencoder,0.9956896551724138,0,0.0001,0.07070326083448637,0.88,0.24,0.2836999985428631,0.7070731707317073,0.5,local,0.5
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TwoLeadECG,1,1dCNN autoencoder,0.9914529914529915,0.00019447326485533267,0.0001,0.1612290854280757,0.96,0.16,0.7653755565112712,0.6365853658536585,0.4,local,0.5
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TwoLeadECG,1,LSTM autoencoder,0.9914529914529915,0.004377524834126234,0.0001,0.4932462963795679,0.82,1.0,2.3415046831425856,0.22560975609756098,0.4,local,0.5
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TwoLeadECG,1,No autoencoder,0.9914529914529915,0,0.0001,0.06195211064137693,0.7,0.18,0.2940947722509056,0.8351219512195122,0.4,local,0.5
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TwoLeadECG,2,1dCNN autoencoder,0.982905982905983,0.00011862044630106539,0.0001,0.14713983181523285,0.94,0.26,0.5868157632322539,0.6302439024390244,0.4,local,0.5
|
|
TwoLeadECG,2,LSTM autoencoder,0.982905982905983,0.005427361000329256,0.0001,0.7704415811376841,0.86,1.0,3.072636816853896,0.18365853658536585,0.4,local,0.5
|
|
TwoLeadECG,2,No autoencoder,0.982905982905983,0,0.0001,0.07906888996803586,0.86,0.34,0.3153386166213938,0.8473170731707317,0.4,local,0.5
|
|
TwoLeadECG,3,1dCNN autoencoder,0.9956896551724138,0.0001453538570785895,0.0001,0.14578761394424358,0.9,0.36,0.6195256437464892,0.6563414634146342,0.4,local,0.5
|
|
TwoLeadECG,3,LSTM autoencoder,0.9956896551724138,0.004375806078314781,0.0001,0.5430470600522185,0.96,1.0,2.307682870728354,0.19634146341463415,0.4,local,0.5
|
|
TwoLeadECG,3,No autoencoder,0.9956896551724138,0,0.0001,0.06783752320197892,0.78,0.34,0.28827610312592555,0.8258536585365853,0.4,local,0.5
|
|
TwoLeadECG,4,1dCNN autoencoder,1.0,0.00018063616880681366,0.0001,0.16171839561683876,0.68,0.48,0.6596940836662424,0.6629268292682927,0.4,local,0.5
|
|
TwoLeadECG,4,LSTM autoencoder,1.0,0.004404151812195778,0.0001,0.5532331739413368,0.84,1.0,2.256791197716999,0.22317073170731708,0.4,local,0.5
|
|
TwoLeadECG,4,No autoencoder,1.0,0,0.0001,0.08269241959723204,0.86,0.36,0.33732526076742925,0.8073170731707318,0.4,local,0.5
|
|
TwoLeadECG,5,1dCNN autoencoder,0.9956896551724138,8.87543719727546e-05,0.0001,0.13925160252263327,0.9,0.22,0.5587532875639737,0.6309756097560976,0.4,local,0.5
|
|
TwoLeadECG,5,LSTM autoencoder,0.9956896551724138,0.005789758171886206,0.0001,0.5536852219868716,0.86,1.0,2.221686734344541,0.2173170731707317,0.4,local,0.5
|
|
TwoLeadECG,5,No autoencoder,0.9956896551724138,0,0.0001,0.0695351996643641,0.82,0.24,0.27901310081918657,0.7207317073170731,0.4,local,0.5
|
|
TwoLeadECG,1,1dCNN autoencoder,0.9914529914529915,0.00019447326485533267,0.0001,0.1616466322680475,0.98,0.18,0.7673577059737238,0.6517073170731708,0.3,local,0.5
|
|
TwoLeadECG,1,LSTM autoencoder,0.9914529914529915,0.004377531353384256,0.0001,0.4778430396875643,0.8,1.0,2.2683834089542043,0.2348780487804878,0.3,local,0.5
|
|
TwoLeadECG,1,No autoencoder,0.9914529914529915,0,0.0001,0.060960850234548794,0.56,0.16,0.28938912944762785,0.8329268292682926,0.3,local,0.5
|
|
TwoLeadECG,2,1dCNN autoencoder,0.982905982905983,0.00011862044630106539,0.0001,0.14620660755023837,0.9,0.28,0.583093924607229,0.6451219512195122,0.3,local,0.5
|
|
TwoLeadECG,2,LSTM autoencoder,0.982905982905983,0.00542750209569931,0.0001,0.7207356014897198,0.8,1.0,2.874401899602159,0.19097560975609756,0.3,local,0.5
|
|
TwoLeadECG,2,No autoencoder,0.982905982905983,0,0.0001,0.07957284867827927,0.76,0.34,0.31734847969885316,0.8407317073170731,0.3,local,0.5
|
|
TwoLeadECG,3,1dCNN autoencoder,0.9956896551724138,0.0001453538570785895,0.0001,0.14329394783659408,0.86,0.34,0.6089287894676257,0.6741463414634147,0.3,local,0.5
|
|
TwoLeadECG,3,LSTM autoencoder,0.9956896551724138,0.004375807475298643,0.0001,0.5342380712002117,0.94,1.0,2.2702490014053924,0.2004878048780488,0.3,local,0.5
|
|
TwoLeadECG,3,No autoencoder,0.9956896551724138,0,0.0001,0.06864701713590916,0.84,0.34,0.2917160541406861,0.8202439024390243,0.3,local,0.5
|
|
TwoLeadECG,4,1dCNN autoencoder,1.0,0.00018063616880681366,0.0001,0.15717081284563,0.64,0.44,0.6411432352132506,0.6841463414634147,0.3,local,0.5
|
|
TwoLeadECG,4,LSTM autoencoder,1.0,0.004404148086905479,0.0001,0.5351061500234254,0.8,1.0,2.1828460513561887,0.23146341463414635,0.3,local,0.5
|
|
TwoLeadECG,4,No autoencoder,1.0,0,0.0001,0.08399859197778575,0.78,0.34,0.342653499329362,0.8026829268292683,0.3,local,0.5
|
|
TwoLeadECG,5,1dCNN autoencoder,0.9956896551724138,8.87543719727546e-05,0.0001,0.1380290401159735,0.94,0.22,0.5538477011893952,0.6463414634146342,0.3,local,0.5
|
|
TwoLeadECG,5,LSTM autoencoder,0.9956896551724138,0.005789740476757288,0.0001,0.5525470355541544,0.8,1.0,2.217119710341797,0.21170731707317073,0.3,local,0.5
|
|
TwoLeadECG,5,No autoencoder,0.9956896551724138,0,0.0001,0.06782972685739884,0.54,0.24,0.2721698148499072,0.7521951219512195,0.3,local,0.5
|
|
TwoLeadECG,1,1dCNN autoencoder,0.9914529914529915,0.00019447326485533267,0.0001,0.16226730812349768,1.0,0.16,0.7703041354409441,0.6592682926829269,0.2,local,0.5
|
|
TwoLeadECG,1,LSTM autoencoder,0.9914529914529915,0.004377539269626141,0.0001,0.461674846549043,0.68,1.0,2.1916308814042185,0.2395121951219512,0.2,local,0.5
|
|
TwoLeadECG,1,No autoencoder,0.9914529914529915,0,0.0001,0.06168808820566312,0.44,0.16,0.2928414232157151,0.8021951219512196,0.2,local,0.5
|
|
TwoLeadECG,2,1dCNN autoencoder,0.982905982905983,0.00011862044630106539,0.0001,0.149459557885195,0.92,0.3,0.5960671794357463,0.6778048780487805,0.2,local,0.5
|
|
TwoLeadECG,2,LSTM autoencoder,0.982905982905983,0.0054273828864097595,0.0001,0.6991403044398433,0.66,1.0,2.7882766093648854,0.19902439024390245,0.2,local,0.5
|
|
TwoLeadECG,2,No autoencoder,0.982905982905983,0,0.0001,0.08192400914168539,0.76,0.34,0.3267252609877409,0.8285365853658536,0.2,local,0.5
|
|
TwoLeadECG,3,1dCNN autoencoder,0.9956896551724138,0.0001453538570785895,0.0001,0.14230898394770441,0.78,0.4,0.604743177461075,0.7046341463414634,0.2,local,0.5
|
|
TwoLeadECG,3,LSTM autoencoder,0.9956896551724138,0.004375807009637356,0.0001,0.4997473586501083,0.94,1.0,2.1236804396615256,0.21609756097560975,0.2,local,0.5
|
|
TwoLeadECG,3,No autoencoder,0.9956896551724138,0,0.0001,0.07008471791408846,0.8,0.32,0.2978255752174012,0.811219512195122,0.2,local,0.5
|
|
TwoLeadECG,4,1dCNN autoencoder,1.0,0.00018063616880681366,0.0001,0.15717830542725425,0.7,0.44,0.6411737995269147,0.6980487804878048,0.2,local,0.5
|
|
TwoLeadECG,4,LSTM autoencoder,1.0,0.004404152277857065,0.0001,0.5088544165945881,0.78,1.0,2.0757579667698236,0.24902439024390244,0.2,local,0.5
|
|
TwoLeadECG,4,No autoencoder,1.0,0,0.0001,0.08635199860306367,0.76,0.34,0.352253696148252,0.7858536585365854,0.2,local,0.5
|
|
TwoLeadECG,5,1dCNN autoencoder,0.9956896551724138,8.87543719727546e-05,0.0001,0.1422137471571325,0.94,0.24,0.5706390254857145,0.6778048780487805,0.2,local,0.5
|
|
TwoLeadECG,5,LSTM autoencoder,0.9956896551724138,0.00578969344496727,0.0001,0.5480538318714684,0.74,1.0,2.199090529464059,0.21829268292682927,0.2,local,0.5
|
|
TwoLeadECG,5,No autoencoder,0.9956896551724138,0,0.0001,0.06757047512702469,0.56,0.24,0.2711295556785296,0.7658536585365854,0.2,local,0.5
|
|
TwoLeadECG,1,1dCNN autoencoder,0.9914529914529915,0.00019447326485533267,0.0001,0.16688281221678306,0.98,0.18,0.792214537057371,0.6734146341463415,0.1,local,0.5
|
|
TwoLeadECG,1,LSTM autoencoder,0.9914529914529915,0.004377542529255152,0.0001,0.4533157627734514,0.64,1.0,2.1519492173937764,0.25390243902439025,0.1,local,0.5
|
|
TwoLeadECG,1,No autoencoder,0.9914529914529915,0,0.0001,0.07063578924584486,0.26,0.16,0.3353173303694565,0.7848780487804878,0.1,local,0.5
|
|
TwoLeadECG,2,1dCNN autoencoder,0.982905982905983,0.00011862044630106539,0.0001,0.14623453753456717,0.86,0.32,0.583205313582388,0.7058536585365853,0.1,local,0.5
|
|
TwoLeadECG,2,LSTM autoencoder,0.982905982905983,0.005427179392427206,0.0001,0.6557809242176426,0.56,1.0,2.6153528844667977,0.20829268292682926,0.1,local,0.5
|
|
TwoLeadECG,2,No autoencoder,0.982905982905983,0,0.0001,0.08794247656861848,0.62,0.38,0.35072781361440886,0.8085365853658537,0.1,local,0.5
|
|
TwoLeadECG,3,1dCNN autoencoder,0.9956896551724138,0.0001453538570785895,0.0001,0.14177044178543657,0.72,0.4,0.602454638189891,0.7336585365853658,0.1,local,0.5
|
|
TwoLeadECG,3,LSTM autoencoder,0.9956896551724138,0.004375825170427561,0.0001,0.5028163616125163,0.88,1.0,2.136722192554696,0.2302439024390244,0.1,local,0.5
|
|
TwoLeadECG,3,No autoencoder,0.9956896551724138,0,0.0001,0.07403920748466974,0.66,0.32,0.31463021060871854,0.8014634146341464,0.1,local,0.5
|
|
TwoLeadECG,4,1dCNN autoencoder,1.0,0.00018063616880681366,0.0001,0.15664710277119093,0.66,0.44,0.6390068769075299,0.7090243902439024,0.1,local,0.5
|
|
TwoLeadECG,4,LSTM autoencoder,1.0,0.004404152277857065,0.0001,0.5043166022054857,0.74,1.0,2.057246966250383,0.2570731707317073,0.1,local,0.5
|
|
TwoLeadECG,4,No autoencoder,1.0,0,0.0001,0.09150661444144723,0.62,0.34,0.3732808004500452,0.7721951219512195,0.1,local,0.5
|
|
TwoLeadECG,5,1dCNN autoencoder,0.9956896551724138,8.87543719727546e-05,0.0001,0.15215420886296027,0.9,0.28,0.6105255729825901,0.697560975609756,0.1,local,0.5
|
|
TwoLeadECG,5,LSTM autoencoder,0.9956896551724138,0.0057897125370800495,0.0001,0.5386135103381203,0.56,1.0,2.161210816793881,0.2280487804878049,0.1,local,0.5
|
|
TwoLeadECG,5,No autoencoder,0.9956896551724138,0,0.0001,0.07795011938480263,0.24,0.24,0.31277834282146605,0.7607317073170732,0.1,local,0.5
|
|
TwoLeadECG,1,1dCNN autoencoder,0.9914529914529915,0.00019447326485533267,0.0001,0.17485390123651945,0.1,0.44,0.830054339213932,0.7458536585365854,0.0,local,0.5
|
|
TwoLeadECG,1,LSTM autoencoder,0.9914529914529915,0.004377527628093958,0.0001,0.46679433153636657,0.52,1.0,2.2159337462429063,0.2804878048780488,0.0,local,0.5
|
|
TwoLeadECG,1,No autoencoder,0.9914529914529915,0,0.0001,1.443820637432031e-07,0.0,0.26,6.854005410642664e-07,1.0,0.0,local,0.5
|
|
TwoLeadECG,2,1dCNN autoencoder,0.982905982905983,0.00011862044630106539,0.0001,0.13675143312945165,0.0,0.46,0.5453852679791898,0.7807317073170732,0.0,local,0.5
|
|
TwoLeadECG,2,LSTM autoencoder,0.982905982905983,0.005427453201264143,0.0001,0.550754918795597,0.52,1.0,2.196493390265636,0.22341463414634147,0.0,local,0.5
|
|
TwoLeadECG,2,No autoencoder,0.982905982905983,0,0.0001,1.4478801476810637e-07,0.0,0.34,5.774363633888099e-07,1.0,0.0,local,0.5
|
|
TwoLeadECG,3,1dCNN autoencoder,0.9956896551724138,0.0001453538570785895,0.0001,0.14470359199629895,0.0,0.48,0.6149190837173735,0.7870731707317074,0.0,local,0.5
|
|
TwoLeadECG,3,LSTM autoencoder,0.9956896551724138,0.004375814460217953,0.0001,0.4754394927385847,0.42,1.0,2.0203839670085104,0.24902439024390244,0.0,local,0.5
|
|
TwoLeadECG,3,No autoencoder,0.9956896551724138,0,0.0001,1.4855953930821207e-07,0.0,0.44,6.313049629840383e-07,1.0,0.0,local,0.5
|
|
TwoLeadECG,4,1dCNN autoencoder,1.0,0.00018063616880681366,0.0001,0.15721666223849876,0.08,0.6,0.6413302675734212,0.7707317073170732,0.0,local,0.5
|
|
TwoLeadECG,4,LSTM autoencoder,1.0,0.004404149483889341,0.0001,0.5079199246776434,0.44,1.0,2.071945915664005,0.2704878048780488,0.0,local,0.5
|
|
TwoLeadECG,4,No autoencoder,1.0,0,0.0001,1.4800653538034343e-07,0.0,0.36,6.037596116504162e-07,1.0,0.0,local,0.5
|
|
TwoLeadECG,5,1dCNN autoencoder,0.9956896551724138,8.87543719727546e-05,0.0001,0.12302026051533302,0.04,0.4,0.4936243012984107,0.8170731707317073,0.0,local,0.5
|
|
TwoLeadECG,5,LSTM autoencoder,0.9956896551724138,0.005789648741483688,0.0001,0.5463724434430294,0.48,1.0,2.192343883141554,0.2421951219512195,0.0,local,0.5
|
|
TwoLeadECG,5,No autoencoder,0.9956896551724138,0,0.0001,1.4578346394468805e-07,0.0,0.34,5.849626738645171e-07,1.0,0.0,local,0.5
|
|
TwoLeadECG,1,1dCNN autoencoder,0.9914529914529915,0.00019447326485533267,0.0001,0.1896751555061688,1.0,0.28,0.9004127717802967,0.4551219512195122,1.0,global,0.5
|
|
TwoLeadECG,1,LSTM autoencoder,0.9914529914529915,0.004377523437142372,0.0001,0.6060216984943434,1.0,1.0,2.8768642674583074,0.1953658536585366,1.0,global,0.5
|
|
TwoLeadECG,1,No autoencoder,0.9914529914529915,0,0.0001,0.07058416541240597,0.98,0.2,0.3350722652799744,0.7748780487804878,1.0,global,0.5
|
|
TwoLeadECG,2,1dCNN autoencoder,0.982905982905983,0.00011862044630106539,0.0001,0.1742060583650342,1.0,0.32,0.6947599425526659,0.424390243902439,1.0,global,0.5
|
|
TwoLeadECG,2,LSTM autoencoder,0.982905982905983,0.005427306983619928,0.0001,0.854145244109652,1.0,1.0,3.406459604784699,0.16317073170731708,1.0,global,0.5
|
|
TwoLeadECG,2,No autoencoder,0.982905982905983,0,0.0001,0.07851236931435417,0.9,0.3,0.313119128613858,0.7129268292682926,1.0,global,0.5
|
|
TwoLeadECG,3,1dCNN autoencoder,0.9956896551724138,0.0001453538570785895,0.0001,0.17072207426207586,0.94,0.48,0.7254848343934003,0.4629268292682927,1.0,global,0.5
|
|
TwoLeadECG,3,LSTM autoencoder,0.9956896551724138,0.00437582191079855,0.0001,0.5918369095938893,1.0,1.0,2.5150157306869385,0.18195121951219512,1.0,global,0.5
|
|
TwoLeadECG,3,No autoencoder,0.9956896551724138,0,0.0001,0.06515802189557615,0.94,0.36,0.2768895406679955,0.8653658536585366,1.0,global,0.5
|
|
TwoLeadECG,4,1dCNN autoencoder,1.0,0.00018063616880681366,0.0001,0.18915567235802377,0.98,0.42,0.7716183274669179,0.4446341463414634,1.0,global,0.5
|
|
TwoLeadECG,4,LSTM autoencoder,1.0,0.004404155537486076,0.0001,0.7071596185695505,0.96,1.0,2.8846997572453916,0.18585365853658536,1.0,global,0.5
|
|
TwoLeadECG,4,No autoencoder,1.0,0,0.0001,0.07345599137312074,0.9,0.36,0.29964731429502633,0.7697560975609756,1.0,global,0.5
|
|
TwoLeadECG,5,1dCNN autoencoder,0.9956896551724138,8.87543719727546e-05,0.0001,0.18196440846621253,1.0,0.4,0.7301403330967382,0.41073170731707315,1.0,global,0.5
|
|
TwoLeadECG,5,LSTM autoencoder,0.9956896551724138,0.005789672024548054,0.0001,0.6493498195936774,1.0,1.0,2.605545213873345,0.17780487804878048,1.0,global,0.5
|
|
TwoLeadECG,5,No autoencoder,0.9956896551724138,0,0.0001,0.07801562587609974,0.96,0.24,0.31304119054964985,0.6453658536585366,1.0,global,0.5
|
|
TwoLeadECG,1,1dCNN autoencoder,0.9914529914529915,0.00019447326485533267,0.0001,0.18334460594727925,1.0,0.28,0.8703608250189987,0.4973170731707317,0.9,global,0.5
|
|
TwoLeadECG,1,LSTM autoencoder,0.9914529914529915,0.004377531819045544,0.0001,0.5944982827848088,1.0,1.0,2.8221611058781337,0.19560975609756098,0.9,global,0.5
|
|
TwoLeadECG,1,No autoencoder,0.9914529914529915,0,0.0001,0.06971330077541077,0.98,0.2,0.3309381569432777,0.7739024390243903,0.9,global,0.5
|
|
TwoLeadECG,2,1dCNN autoencoder,0.982905982905983,0.00011862044630106539,0.0001,0.16980667480569184,0.98,0.26,0.6772145397254512,0.44902439024390245,0.9,global,0.5
|
|
TwoLeadECG,2,LSTM autoencoder,0.982905982905983,0.005427225958555937,0.0001,0.8471030493975514,1.0,1.0,3.378374273886668,0.16658536585365855,0.9,global,0.5
|
|
TwoLeadECG,2,No autoencoder,0.982905982905983,0,0.0001,0.07644439971810409,0.86,0.3,0.30487175506453634,0.7885365853658537,0.9,global,0.5
|
|
TwoLeadECG,3,1dCNN autoencoder,0.9956896551724138,0.0001453538570785895,0.0001,0.1581906639565318,0.98,0.4,0.6722325050181301,0.5131707317073171,0.9,global,0.5
|
|
TwoLeadECG,3,LSTM autoencoder,0.9956896551724138,0.004375793971121311,0.0001,0.5780188171291744,1.0,1.0,2.4562956350769984,0.18170731707317073,0.9,global,0.5
|
|
TwoLeadECG,3,No autoencoder,0.9956896551724138,0,0.0001,0.0618636117056526,0.8,0.32,0.26288991793970284,0.8609756097560975,0.9,global,0.5
|
|
TwoLeadECG,4,1dCNN autoencoder,1.0,0.00018063616880681366,0.0001,0.1884831754338744,0.96,0.44,0.7688750264314796,0.48097560975609754,0.9,global,0.5
|
|
TwoLeadECG,4,LSTM autoencoder,1.0,0.004404156934469938,0.0001,0.6219689720989325,0.88,1.0,2.5371835377948617,0.20195121951219513,0.9,global,0.5
|
|
TwoLeadECG,4,No autoencoder,1.0,0,0.0001,0.07058205296145681,0.92,0.34,0.28792372428682544,0.8397560975609756,0.9,global,0.5
|
|
TwoLeadECG,5,1dCNN autoencoder,0.9956896551724138,8.87543719727546e-05,0.0001,0.1685010374894543,1.0,0.34,0.676117954476468,0.4636585365853659,0.9,global,0.5
|
|
TwoLeadECG,5,LSTM autoencoder,0.9956896551724138,0.0057897125370800495,0.0001,0.6304069581358234,1.0,1.0,2.5295361344537786,0.18121951219512195,0.9,global,0.5
|
|
TwoLeadECG,5,No autoencoder,0.9956896551724138,0,0.0001,0.07653209536851988,0.98,0.24,0.30708845799005896,0.6541463414634147,0.9,global,0.5
|
|
TwoLeadECG,1,1dCNN autoencoder,0.9914529914529915,0.00019447326485533267,0.0001,0.175467164569743,1.0,0.16,0.8329655804686205,0.5463414634146342,0.8,global,0.5
|
|
TwoLeadECG,1,LSTM autoencoder,0.9914529914529915,0.004377539269626141,0.0001,0.5846530305053421,1.0,1.0,2.7754244055961474,0.20219512195121953,0.8,global,0.5
|
|
TwoLeadECG,1,No autoencoder,0.9914529914529915,0,0.0001,0.06846063032208254,0.98,0.18,0.32499156645809496,0.7963414634146342,0.8,global,0.5
|
|
TwoLeadECG,2,1dCNN autoencoder,0.982905982905983,0.00011862044630106539,0.0001,0.16417546379271136,1.0,0.24,0.6547564238792025,0.4797560975609756,0.8,global,0.5
|
|
TwoLeadECG,2,LSTM autoencoder,0.982905982905983,0.005427424795925617,0.0001,0.8457760868203554,0.96,1.0,3.373082147696829,0.16560975609756098,0.8,global,0.5
|
|
TwoLeadECG,2,No autoencoder,0.982905982905983,0,0.0001,0.07613764892727794,0.92,0.3,0.30364838680850365,0.8063414634146342,0.8,global,0.5
|
|
TwoLeadECG,3,1dCNN autoencoder,0.9956896551724138,0.0001453538570785895,0.0001,0.15689701944430562,0.96,0.34,0.6667351522078798,0.5280487804878049,0.8,global,0.5
|
|
TwoLeadECG,3,LSTM autoencoder,0.9956896551724138,0.004375793971121311,0.0001,0.5840314417349358,0.98,1.0,2.481846331934654,0.18414634146341463,0.8,global,0.5
|
|
TwoLeadECG,3,No autoencoder,0.9956896551724138,0,0.0001,0.06178934144815331,0.78,0.32,0.26257430588018965,0.8524390243902439,0.8,global,0.5
|
|
TwoLeadECG,4,1dCNN autoencoder,1.0,0.00018063616880681366,0.0001,0.18280400833789848,0.94,0.44,0.7457081324051256,0.5090243902439024,0.8,global,0.5
|
|
TwoLeadECG,4,LSTM autoencoder,1.0,0.004404156934469938,0.0001,0.6082398811936166,0.86,1.0,2.4811787771131404,0.20878048780487804,0.8,global,0.5
|
|
TwoLeadECG,4,No autoencoder,1.0,0,0.0001,0.07117242924806344,0.9,0.34,0.29033203251871026,0.8356097560975609,0.8,global,0.5
|
|
TwoLeadECG,5,1dCNN autoencoder,0.9956896551724138,8.87543719727546e-05,0.0001,0.1547686412563859,1.0,0.3,0.6210160999745713,0.5014634146341463,0.8,global,0.5
|
|
TwoLeadECG,5,LSTM autoencoder,0.9956896551724138,0.0057897125370800495,0.0001,0.6152570950985287,1.0,1.0,2.4687466309587895,0.1851219512195122,0.8,global,0.5
|
|
TwoLeadECG,5,No autoencoder,0.9956896551724138,0,0.0001,0.07542208955199309,1.0,0.24,0.3026345099710502,0.6646341463414634,0.8,global,0.5
|
|
TwoLeadECG,1,1dCNN autoencoder,0.9914529914529915,0.00019447326485533267,0.0001,0.1705096474580207,1.0,0.14,0.8094315983200256,0.5790243902439024,0.7,global,0.5
|
|
TwoLeadECG,1,LSTM autoencoder,0.9914529914529915,0.0043775346130132675,0.0001,0.5759227937695515,1.0,1.0,2.7339808299386297,0.19609756097560976,0.7,global,0.5
|
|
TwoLeadECG,1,No autoencoder,0.9914529914529915,0,0.0001,0.06667292120686653,0.96,0.18,0.31650507746446294,0.8097560975609757,0.7,global,0.5
|
|
TwoLeadECG,2,1dCNN autoencoder,0.982905982905983,0.00011862044630106539,0.0001,0.15698259964752945,0.96,0.24,0.626070200637619,0.5117073170731707,0.7,global,0.5
|
|
TwoLeadECG,2,LSTM autoencoder,0.982905982905983,0.005427389405667782,0.0001,0.8326669373815991,0.96,1.0,3.320800889533578,0.1626829268292683,0.7,global,0.5
|
|
TwoLeadECG,2,No autoencoder,0.982905982905983,0,0.0001,0.07593784402447348,0.9,0.3,0.30285153482702276,0.8239024390243902,0.7,global,0.5
|
|
TwoLeadECG,3,1dCNN autoencoder,0.9956896551724138,0.0001453538570785895,0.0001,0.1560941922381529,0.98,0.34,0.6633235315066921,0.5536585365853659,0.7,global,0.5
|
|
TwoLeadECG,3,LSTM autoencoder,0.9956896551724138,0.004375807009637356,0.0001,0.5805807564241676,1.0,1.0,2.4671826168172792,0.18390243902439024,0.7,global,0.5
|
|
TwoLeadECG,3,No autoencoder,0.9956896551724138,0,0.0001,0.06172651969869704,0.88,0.32,0.26230734434813474,0.85,0.7,global,0.5
|
|
TwoLeadECG,4,1dCNN autoencoder,1.0,0.00018063616880681366,0.0001,0.17712176378126482,0.9,0.4,0.7225286845652067,0.5487804878048781,0.7,global,0.5
|
|
TwoLeadECG,4,LSTM autoencoder,1.0,0.004404156003147364,0.0001,0.5848953712134213,0.84,1.0,2.3859500614108753,0.2124390243902439,0.7,global,0.5
|
|
TwoLeadECG,4,No autoencoder,1.0,0,0.0001,0.07103677992296509,0.92,0.34,0.2897786813870757,0.818780487804878,0.7,global,0.5
|
|
TwoLeadECG,5,1dCNN autoencoder,0.9956896551724138,8.87543719727546e-05,0.0001,0.14702370629258152,1.0,0.26,0.5899392017945917,0.5487804878048781,0.7,global,0.5
|
|
TwoLeadECG,5,LSTM autoencoder,0.9956896551724138,0.005789782851934433,0.0001,0.610611108732408,0.98,1.0,2.4501044027257217,0.18560975609756097,0.7,global,0.5
|
|
TwoLeadECG,5,No autoencoder,0.9956896551724138,0,0.0001,0.07395459342630402,0.98,0.24,0.296746116086442,0.675609756097561,0.7,global,0.5
|
|
TwoLeadECG,1,1dCNN autoencoder,0.9914529914529915,0.00019447326485533267,0.0001,0.16742151892703316,1.0,0.14,0.7947718482711589,0.6068292682926829,0.6,global,0.5
|
|
TwoLeadECG,1,LSTM autoencoder,0.9914529914529915,0.00437752902507782,0.0001,0.5595446803840345,0.94,1.0,2.656231783519602,0.21024390243902438,0.6,global,0.5
|
|
TwoLeadECG,1,No autoencoder,0.9914529914529915,0,0.0001,0.06599092123290524,0.94,0.18,0.31326753438577226,0.8075609756097561,0.6,global,0.5
|
|
TwoLeadECG,2,1dCNN autoencoder,0.982905982905983,0.00011862044630106539,0.0001,0.15365913780627657,0.92,0.26,0.6128157353246706,0.5514634146341464,0.6,global,0.5
|
|
TwoLeadECG,2,LSTM autoencoder,0.982905982905983,0.005427480675280094,0.0001,0.8287428489981827,0.96,1.0,3.3051510353010625,0.1651219512195122,0.6,global,0.5
|
|
TwoLeadECG,2,No autoencoder,0.982905982905983,0,0.0001,0.0759666189830696,0.9,0.3,0.30296629368655276,0.8312195121951219,0.6,global,0.5
|
|
TwoLeadECG,3,1dCNN autoencoder,0.9956896551724138,0.0001453538570785895,0.0001,0.1508007442864617,0.98,0.36,0.6408289816530657,0.5870731707317073,0.6,global,0.5
|
|
TwoLeadECG,3,LSTM autoencoder,0.9956896551724138,0.004375819582492113,0.0001,0.5709522896005638,0.96,1.0,2.426266369230799,0.18682926829268293,0.6,global,0.5
|
|
TwoLeadECG,3,No autoencoder,0.9956896551724138,0,0.0001,0.061829565981937104,0.8,0.3,0.2627452403616082,0.844390243902439,0.6,global,0.5
|
|
TwoLeadECG,4,1dCNN autoencoder,1.0,0.00018063616880681366,0.0001,0.17341712135824405,0.92,0.42,0.7074164230364919,0.578780487804878,0.6,global,0.5
|
|
TwoLeadECG,4,LSTM autoencoder,1.0,0.004404151812195778,0.0001,0.5590558854151901,0.86,1.0,2.2805436489798576,0.2173170731707317,0.6,global,0.5
|
|
TwoLeadECG,4,No autoencoder,1.0,0,0.0001,0.07133416486955971,0.86,0.34,0.29099179687150517,0.813170731707317,0.6,global,0.5
|
|
TwoLeadECG,5,1dCNN autoencoder,0.9956896551724138,8.87543719727546e-05,0.0001,0.13942121026635784,1.0,0.24,0.5594338462267512,0.5902439024390244,0.6,global,0.5
|
|
TwoLeadECG,5,LSTM autoencoder,0.9956896551724138,0.005789731629192829,0.0001,0.5891700811199727,0.94,1.0,2.3640713198012295,0.19560975609756098,0.6,global,0.5
|
|
TwoLeadECG,5,No autoencoder,0.9956896551724138,0,0.0001,0.0725547199643861,0.94,0.24,0.2911290611667828,0.6907317073170731,0.6,global,0.5
|
|
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
|
|
TwoLeadECG,1,LSTM autoencoder,0.9914529914529915,0.004377539269626141,0.0001,0.535717217096169,0.9,1.0,2.543119698775207,0.21439024390243902,0.5,global,0.5
|
|
TwoLeadECG,1,No autoencoder,0.9914529914529915,0,0.0001,0.06398548749930506,0.82,0.18,0.303747478151344,0.8280487804878048,0.5,global,0.5
|
|
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
|
|
TwoLeadECG,2,LSTM autoencoder,0.982905982905983,0.005427480675280094,0.0001,0.8124124867091436,0.9,1.0,3.2400230961680663,0.16439024390243903,0.5,global,0.5
|
|
TwoLeadECG,2,No autoencoder,0.982905982905983,0,0.0001,0.07615233262234615,0.88,0.3,0.30370694759127886,0.8385365853658536,0.5,global,0.5
|
|
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
|
|
TwoLeadECG,3,LSTM autoencoder,0.9956896551724138,0.00437581492587924,0.0001,0.565043560148002,1.0,1.0,2.40115717566637,0.19121951219512195,0.5,global,0.5
|
|
TwoLeadECG,3,No autoencoder,0.9956896551724138,0,0.0001,0.06150707432714892,0.78,0.32,0.26137480946813096,0.8382926829268292,0.5,global,0.5
|
|
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
|
|
TwoLeadECG,4,LSTM autoencoder,1.0,0.004404156468808651,0.0001,0.5498496963671557,0.84,1.0,2.2429890564739394,0.2197560975609756,0.5,global,0.5
|
|
TwoLeadECG,4,No autoencoder,1.0,0,0.0001,0.07130089883709329,0.9,0.34,0.2908560955202678,0.81,0.5,global,0.5
|
|
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
|
|
TwoLeadECG,5,LSTM autoencoder,0.9956896551724138,0.005789676681160927,0.0001,0.5790978197356249,0.88,1.0,2.3236559201953737,0.20097560975609757,0.5,global,0.5
|
|
TwoLeadECG,5,No autoencoder,0.9956896551724138,0,0.0001,0.07076319168182801,0.86,0.24,0.2839404737501284,0.7036585365853658,0.5,global,0.5
|
|
TwoLeadECG,1,1dCNN autoencoder,0.9914529914529915,0.00019447326485533267,0.0001,0.16635346194595516,0.94,0.16,0.7897016420852973,0.6465853658536586,0.4,global,0.5
|
|
TwoLeadECG,1,LSTM autoencoder,0.9914529914529915,0.004377539269626141,0.0001,0.5185202268193112,0.9,1.0,2.46148333664785,0.2224390243902439,0.4,global,0.5
|
|
TwoLeadECG,1,No autoencoder,0.9914529914529915,0,0.0001,0.06256871783143589,0.76,0.16,0.29702188723135214,0.8273170731707317,0.4,global,0.5
|
|
TwoLeadECG,2,1dCNN autoencoder,0.982905982905983,0.00011862044630106539,0.0001,0.14437700961888825,0.9,0.2,0.5757972130829044,0.6197560975609756,0.4,global,0.5
|
|
TwoLeadECG,2,LSTM autoencoder,0.982905982905983,0.005427480675280094,0.0001,0.7644241134818621,0.78,1.0,3.0486382514646757,0.1773170731707317,0.4,global,0.5
|
|
TwoLeadECG,2,No autoencoder,0.982905982905983,0,0.0001,0.07610722122130344,0.9,0.3,0.3035270365440338,0.8351219512195122,0.4,global,0.5
|
|
TwoLeadECG,3,1dCNN autoencoder,0.9956896551724138,0.0001453538570785895,0.0001,0.14379871624969204,0.92,0.36,0.6110738069187447,0.628780487804878,0.4,global,0.5
|
|
TwoLeadECG,3,LSTM autoencoder,0.9956896551724138,0.0043758125975728035,0.0001,0.543620683180014,0.92,1.0,2.3101204868460807,0.19707317073170733,0.4,global,0.5
|
|
TwoLeadECG,3,No autoencoder,0.9956896551724138,0,0.0001,0.061144822549154855,0.64,0.32,0.2598354176097395,0.8339024390243902,0.4,global,0.5
|
|
TwoLeadECG,4,1dCNN autoencoder,1.0,0.00018063616880681366,0.0001,0.17142988324460545,0.86,0.36,0.699309928896459,0.6178048780487805,0.4,global,0.5
|
|
TwoLeadECG,4,LSTM autoencoder,1.0,0.004404156934469938,0.0001,0.5331934046908897,0.78,1.0,2.1750434338826414,0.21853658536585366,0.4,global,0.5
|
|
TwoLeadECG,4,No autoencoder,1.0,0,0.0001,0.07161139713626005,0.8,0.34,0.29212270399834134,0.796829268292683,0.4,global,0.5
|
|
TwoLeadECG,5,1dCNN autoencoder,0.9956896551724138,8.87543719727546e-05,0.0001,0.1336361128277707,1.0,0.18,0.5362208838325617,0.6558536585365854,0.4,global,0.5
|
|
TwoLeadECG,5,LSTM autoencoder,0.9956896551724138,0.00578968646004796,0.0001,0.5580139296818435,0.86,1.0,2.2390558677092782,0.2095121951219512,0.4,global,0.5
|
|
TwoLeadECG,5,No autoencoder,0.9956896551724138,0,0.0001,0.06873571790523854,0.8,0.24,0.27580514447853166,0.728780487804878,0.4,global,0.5
|
|
TwoLeadECG,1,1dCNN autoencoder,0.9914529914529915,0.00019447326485533267,0.0001,0.16746198648190447,1.0,0.16,0.7949639530470934,0.6614634146341464,0.3,global,0.5
|
|
TwoLeadECG,1,LSTM autoencoder,0.9914529914529915,0.004377532284706831,0.0001,0.49627890351149195,0.78,1.0,2.355900865848167,0.22902439024390245,0.3,global,0.5
|
|
TwoLeadECG,1,No autoencoder,0.9914529914529915,0,0.0001,0.06158395930834314,0.64,0.16,0.29234710972058126,0.8314634146341463,0.3,global,0.5
|
|
TwoLeadECG,2,1dCNN autoencoder,0.982905982905983,0.00011862044630106539,0.0001,0.14433000584460007,0.9,0.22,0.5756097549667478,0.6365853658536585,0.3,global,0.5
|
|
TwoLeadECG,2,LSTM autoencoder,0.982905982905983,0.005427459254860878,0.0001,0.739339903996196,0.84,1.0,2.948598654077525,0.17536585365853657,0.3,global,0.5
|
|
TwoLeadECG,2,No autoencoder,0.982905982905983,0,0.0001,0.07651832034972796,0.84,0.3,0.3051665616531386,0.8348780487804878,0.3,global,0.5
|
|
TwoLeadECG,3,1dCNN autoencoder,0.9956896551724138,0.0001453538570785895,0.0001,0.14317977382664598,0.98,0.28,0.6084436060895696,0.6531707317073171,0.3,global,0.5
|
|
TwoLeadECG,3,LSTM autoencoder,0.9956896551724138,0.004375806078314781,0.0001,0.5190597868599065,0.9,1.0,2.205748759426735,0.2026829268292683,0.3,global,0.5
|
|
TwoLeadECG,3,No autoencoder,0.9956896551724138,0,0.0001,0.06173348027867917,0.82,0.3,0.26233692338902587,0.823170731707317,0.3,global,0.5
|
|
TwoLeadECG,4,1dCNN autoencoder,1.0,0.00018063616880681366,0.0001,0.1701013893132545,0.92,0.36,0.6938906345523872,0.6441463414634147,0.3,global,0.5
|
|
TwoLeadECG,4,LSTM autoencoder,1.0,0.004404154140502214,0.0001,0.515280934016604,0.8,1.0,2.1019735095700796,0.23512195121951218,0.3,global,0.5
|
|
TwoLeadECG,4,No autoencoder,1.0,0,0.0001,0.07202270507381975,0.8,0.34,0.2938005428857366,0.7860975609756098,0.3,global,0.5
|
|
TwoLeadECG,5,1dCNN autoencoder,0.9956896551724138,8.87543719727546e-05,0.0001,0.13410494679122403,0.96,0.18,0.5381021010943784,0.6831707317073171,0.3,global,0.5
|
|
TwoLeadECG,5,LSTM autoencoder,0.9956896551724138,0.005789658986032009,0.0001,0.5582380424285833,0.74,1.0,2.2399551301361185,0.2148780487804878,0.3,global,0.5
|
|
TwoLeadECG,5,No autoencoder,0.9956896551724138,0,0.0001,0.06765226973986942,0.68,0.24,0.2714577602234258,0.7439024390243902,0.3,global,0.5
|
|
TwoLeadECG,1,1dCNN autoencoder,0.9914529914529915,0.00019447326485533267,0.0001,0.1677362194940528,0.98,0.16,0.7962657730241127,0.6675609756097561,0.2,global,0.5
|
|
TwoLeadECG,1,LSTM autoencoder,0.9914529914529915,0.004377539269626141,0.0001,0.47442263025645487,0.68,1.0,2.2521462780117254,0.23585365853658535,0.2,global,0.5
|
|
TwoLeadECG,1,No autoencoder,0.9914529914529915,0,0.0001,0.06201136407255982,0.46,0.16,0.2943760560387928,0.7990243902439025,0.2,global,0.5
|
|
TwoLeadECG,2,1dCNN autoencoder,0.982905982905983,0.00011862044630106539,0.0001,0.14339226066824545,0.96,0.2,0.5718698862677614,0.666829268292683,0.2,global,0.5
|
|
TwoLeadECG,2,LSTM autoencoder,0.982905982905983,0.005427480675280094,0.0001,0.6919461149365749,0.72,1.0,2.7595851003960616,0.18341463414634146,0.2,global,0.5
|
|
TwoLeadECG,2,No autoencoder,0.982905982905983,0,0.0001,0.07840894450721772,0.74,0.3,0.31270665493906724,0.8221951219512195,0.2,global,0.5
|
|
TwoLeadECG,3,1dCNN autoencoder,0.9956896551724138,0.0001453538570785895,0.0001,0.14650787210871197,1.0,0.3,0.6225863866376967,0.6719512195121952,0.2,global,0.5
|
|
TwoLeadECG,3,LSTM autoencoder,0.9956896551724138,0.004375793971121311,0.0001,0.4968537940366257,0.94,1.0,2.111384213450049,0.2202439024390244,0.2,global,0.5
|
|
TwoLeadECG,3,No autoencoder,0.9956896551724138,0,0.0001,0.06246548728119233,0.76,0.3,0.2654475930624616,0.8107317073170732,0.2,global,0.5
|
|
TwoLeadECG,4,1dCNN autoencoder,1.0,0.00018063616880681366,0.0001,0.1703869831092219,0.92,0.34,0.6950556506707626,0.6607317073170732,0.2,global,0.5
|
|
TwoLeadECG,4,LSTM autoencoder,1.0,0.004404156934469938,0.0001,0.4907834019494963,0.74,1.0,2.002041297730771,0.2424390243902439,0.2,global,0.5
|
|
TwoLeadECG,4,No autoencoder,1.0,0,0.0001,0.07310095594145699,0.82,0.34,0.2981990265299449,0.7787804878048781,0.2,global,0.5
|
|
TwoLeadECG,5,1dCNN autoencoder,0.9956896551724138,8.87543719727546e-05,0.0001,0.13620278364969612,0.98,0.2,0.5465197653812481,0.693170731707317,0.2,global,0.5
|
|
TwoLeadECG,5,LSTM autoencoder,0.9956896551724138,0.0057896580547094345,0.0001,0.5483540986599557,0.72,1.0,2.200295363391815,0.21804878048780488,0.2,global,0.5
|
|
TwoLeadECG,5,No autoencoder,0.9956896551724138,0,0.0001,0.06739255338859458,0.6,0.24,0.2704156367398893,0.7653658536585366,0.2,global,0.5
|
|
TwoLeadECG,1,1dCNN autoencoder,0.9914529914529915,0.00019447326485533267,0.0001,0.1715135756623612,0.98,0.16,0.8141973768149808,0.6819512195121952,0.1,global,0.5
|
|
TwoLeadECG,1,LSTM autoencoder,0.9914529914529915,0.004377528093755245,0.0001,0.4597287117298059,0.6,1.0,2.182392324872283,0.2551219512195122,0.1,global,0.5
|
|
TwoLeadECG,1,No autoencoder,0.9914529914529915,0,0.0001,0.06882945931085895,0.42,0.18,0.32674244590886353,0.7658536585365854,0.1,global,0.5
|
|
TwoLeadECG,2,1dCNN autoencoder,0.982905982905983,0.00011862044630106539,0.0001,0.14703389930326677,0.9,0.22,0.5863932884537143,0.6878048780487804,0.1,global,0.5
|
|
TwoLeadECG,2,LSTM autoencoder,0.982905982905983,0.0054271467961370945,0.0001,0.6605307868815494,0.62,1.0,2.634296050637253,0.1878048780487805,0.1,global,0.5
|
|
TwoLeadECG,2,No autoencoder,0.982905982905983,0,0.0001,0.08397468158946383,0.68,0.3,0.33490365090933283,0.7909756097560976,0.1,global,0.5
|
|
TwoLeadECG,3,1dCNN autoencoder,0.9956896551724138,0.0001453538570785895,0.0001,0.14287066998436226,1.0,0.32,0.6071300668135337,0.6865853658536586,0.1,global,0.5
|
|
TwoLeadECG,3,LSTM autoencoder,0.9956896551724138,0.004375819582492113,0.0001,0.4912297490803919,0.82,1.0,2.0874847889536547,0.22926829268292684,0.1,global,0.5
|
|
TwoLeadECG,3,No autoencoder,0.9956896551724138,0,0.0001,0.06493596621405681,0.88,0.3,0.2759459132546718,0.785609756097561,0.1,global,0.5
|
|
TwoLeadECG,4,1dCNN autoencoder,1.0,0.00018063616880681366,0.0001,0.1664307234174439,0.92,0.38,0.6789169726795655,0.6753658536585366,0.1,global,0.5
|
|
TwoLeadECG,4,LSTM autoencoder,1.0,0.004404154606163502,0.0001,0.49396089713175073,0.7,1.0,2.015003179801242,0.24658536585365853,0.1,global,0.5
|
|
TwoLeadECG,4,No autoencoder,1.0,0,0.0001,0.07683891585166834,0.78,0.34,0.3134471993079543,0.7565853658536585,0.1,global,0.5
|
|
TwoLeadECG,5,1dCNN autoencoder,0.9956896551724138,8.87543719727546e-05,0.0001,0.140946578642937,1.0,0.18,0.5655544551082266,0.7041463414634146,0.1,global,0.5
|
|
TwoLeadECG,5,LSTM autoencoder,0.9956896551724138,0.0057897865772247314,0.0001,0.5457048676480472,0.52,1.0,2.1896652053856993,0.2248780487804878,0.1,global,0.5
|
|
TwoLeadECG,5,No autoencoder,0.9956896551724138,0,0.0001,0.07650548052900695,0.3,0.24,0.30698166475532107,0.761219512195122,0.1,global,0.5
|
|
TwoLeadECG,1,1dCNN autoencoder,0.9914529914529915,0.00019447326485533267,0.0001,0.15339770167446726,0.02,0.34,0.7281989535257928,0.7346341463414634,0.0,global,0.5
|
|
TwoLeadECG,1,LSTM autoencoder,0.9914529914529915,0.004377539269626141,0.0001,0.45571229713378086,0.46,1.0,2.163325879457358,0.29048780487804876,0.0,global,0.5
|
|
TwoLeadECG,1,No autoencoder,0.9914529914529915,0,0.0001,1.443820637432031e-07,0.0,0.26,6.854005410642664e-07,1.0,0.0,global,0.5
|
|
TwoLeadECG,2,1dCNN autoencoder,0.982905982905983,0.00011862044630106539,0.0001,0.12981867895827048,0.02,0.38,0.5177364024063933,0.7604878048780488,0.0,global,0.5
|
|
TwoLeadECG,2,LSTM autoencoder,0.982905982905983,0.005427480675280094,0.0001,0.5361269405952438,0.56,1.0,2.1381548147331846,0.20414634146341462,0.0,global,0.5
|
|
TwoLeadECG,2,No autoencoder,0.982905982905983,0,0.0001,1.4478801476810637e-07,0.0,0.34,5.774363633888099e-07,1.0,0.0,global,0.5
|
|
TwoLeadECG,3,1dCNN autoencoder,0.9956896551724138,0.0001453538570785895,0.0001,0.14011913487667874,0.1,0.6,0.5954373961348665,0.7758536585365854,0.0,global,0.5
|
|
TwoLeadECG,3,LSTM autoencoder,0.9956896551724138,0.004375823307782412,0.0001,0.4717036739921212,0.4,1.0,2.004508575051631,0.2375609756097561,0.0,global,0.5
|
|
TwoLeadECG,3,No autoencoder,0.9956896551724138,0,0.0001,1.4855953930821207e-07,0.0,0.44,6.313049629840383e-07,1.0,0.0,global,0.5
|
|
TwoLeadECG,4,1dCNN autoencoder,1.0,0.00018063616880681366,0.0001,0.17375954908633062,0.24,0.64,0.7088132804900943,0.7563414634146342,0.0,global,0.5
|
|
TwoLeadECG,4,LSTM autoencoder,1.0,0.004404154606163502,0.0001,0.47411447714562205,0.48,1.0,1.934044141116336,0.26121951219512196,0.0,global,0.5
|
|
TwoLeadECG,4,No autoencoder,1.0,0,0.0001,1.4800653538034343e-07,0.0,0.36,6.037596116504162e-07,1.0,0.0,global,0.5
|
|
TwoLeadECG,5,1dCNN autoencoder,0.9956896551724138,8.87543719727546e-05,0.0001,0.11533961565405491,0.06,0.36,0.46280537003223043,0.7807317073170732,0.0,global,0.5
|
|
TwoLeadECG,5,LSTM autoencoder,0.9956896551724138,0.0057897125370800495,0.0001,0.522780512904424,0.32,1.0,2.097680205958491,0.2397560975609756,0.0,global,0.5
|
|
TwoLeadECG,5,No autoencoder,0.9956896551724138,0,0.0001,1.4578346394468805e-07,0.0,0.34,5.849626738645171e-07,1.0,0.0,global,0.5
|
|
TwoLeadECG,1,1dCNN autoencoder,0.9914529914529915,0.00019447326485533267,0.0001,0.1896751555061688,1.0,0.28,0.9004127717802967,0.4551219512195122,1.0,uniform,0.5
|
|
TwoLeadECG,1,LSTM autoencoder,0.9914529914529915,0.004377539269626141,0.0001,0.6076246380599808,1.0,1.0,2.884473631233127,0.19634146341463415,1.0,uniform,0.5
|
|
TwoLeadECG,1,No autoencoder,0.9914529914529915,0,0.0001,0.07058416541240597,0.98,0.2,0.3350722652799744,0.7748780487804878,1.0,uniform,0.5
|
|
TwoLeadECG,2,1dCNN autoencoder,0.982905982905983,0.00011862044630106539,0.0001,0.1742060583650342,1.0,0.32,0.6947599425526659,0.424390243902439,1.0,uniform,0.5
|
|
TwoLeadECG,2,LSTM autoencoder,0.982905982905983,0.005427480675280094,0.0001,0.8595767565245545,0.98,1.0,3.428121292608692,0.16439024390243903,1.0,uniform,0.5
|
|
TwoLeadECG,2,No autoencoder,0.982905982905983,0,0.0001,0.07851236931435417,0.9,0.3,0.313119128613858,0.7129268292682926,1.0,uniform,0.5
|
|
TwoLeadECG,3,1dCNN autoencoder,0.9956896551724138,0.0001453538570785895,0.0001,0.17072207426207586,0.94,0.48,0.7254848343934003,0.4629268292682927,1.0,uniform,0.5
|
|
TwoLeadECG,3,LSTM autoencoder,0.9956896551724138,0.004375793971121311,0.0001,0.5890658925515468,1.0,1.0,2.5032402713694797,0.18195121951219512,1.0,uniform,0.5
|
|
TwoLeadECG,3,No autoencoder,0.9956896551724138,0,0.0001,0.06515802189557615,0.94,0.36,0.2768895406679955,0.8653658536585366,1.0,uniform,0.5
|
|
TwoLeadECG,4,1dCNN autoencoder,1.0,0.00018063616880681366,0.0001,0.18915567235802377,0.98,0.42,0.7716183274669179,0.4446341463414634,1.0,uniform,0.5
|
|
TwoLeadECG,4,LSTM autoencoder,1.0,0.004404156934469938,0.0001,0.6973441131256891,0.94,1.0,2.8446595945612967,0.18707317073170732,1.0,uniform,0.5
|
|
TwoLeadECG,4,No autoencoder,1.0,0,0.0001,0.07345599137312074,0.9,0.36,0.29964731429502633,0.7697560975609756,1.0,uniform,0.5
|
|
TwoLeadECG,5,1dCNN autoencoder,0.9956896551724138,8.87543719727546e-05,0.0001,0.18196440846621253,1.0,0.4,0.7301403330967382,0.41073170731707315,1.0,uniform,0.5
|
|
TwoLeadECG,5,LSTM autoencoder,0.9956896551724138,0.0057897125370800495,0.0001,0.6576555597223168,1.0,1.0,2.6388723678770125,0.17634146341463414,1.0,uniform,0.5
|
|
TwoLeadECG,5,No autoencoder,0.9956896551724138,0,0.0001,0.07801562587609974,0.96,0.24,0.31304119054964985,0.6453658536585366,1.0,uniform,0.5
|
|
TwoLeadECG,1,1dCNN autoencoder,0.9914529914529915,0.00019447326485533267,0.0001,0.18148199491192898,1.0,0.24,0.8615187668136807,0.5082926829268293,0.9,uniform,0.5
|
|
TwoLeadECG,1,LSTM autoencoder,0.9914529914529915,0.004377539269626141,0.0001,0.5843885627692065,1.0,1.0,2.7741689426616114,0.19731707317073172,0.9,uniform,0.5
|
|
TwoLeadECG,1,No autoencoder,0.9914529914529915,0,0.0001,0.06954547499037624,0.98,0.2,0.3301414659909182,0.774390243902439,0.9,uniform,0.5
|
|
TwoLeadECG,2,1dCNN autoencoder,0.982905982905983,0.00011862044630106539,0.0001,0.16150709630172527,0.94,0.24,0.644114573290618,0.4773170731707317,0.9,uniform,0.5
|
|
TwoLeadECG,2,LSTM autoencoder,0.982905982905983,0.005427480675280094,0.0001,0.8443483616026782,0.98,1.0,3.367388164952923,0.17414634146341462,0.9,uniform,0.5
|
|
TwoLeadECG,2,No autoencoder,0.982905982905983,0,0.0001,0.04838523447875362,0.76,0.32,0.19296758701936967,0.9182926829268293,0.9,uniform,0.5
|
|
TwoLeadECG,3,1dCNN autoencoder,0.9956896551724138,0.0001453538570785895,0.0001,0.14699656979688006,0.84,0.5,0.624663111413339,0.5587804878048781,0.9,uniform,0.5
|
|
TwoLeadECG,3,LSTM autoencoder,0.9956896551724138,0.004375793971121311,0.0001,0.5830665756839041,0.98,1.0,2.4777461258525157,0.18439024390243902,0.9,uniform,0.5
|
|
TwoLeadECG,3,No autoencoder,0.9956896551724138,0,0.0001,0.02114418323680664,0.36,0.4,0.08985237755716485,0.9897560975609756,0.9,uniform,0.5
|
|
TwoLeadECG,4,1dCNN autoencoder,1.0,0.00018063616880681366,0.0001,0.15462859411860985,0.76,0.42,0.6307728215865024,0.5914634146341463,0.9,uniform,0.5
|
|
TwoLeadECG,4,LSTM autoencoder,1.0,0.004404156934469938,0.0001,0.628612643356154,0.88,1.0,2.5642849111760113,0.2048780487804878,0.9,uniform,0.5
|
|
TwoLeadECG,4,No autoencoder,1.0,0,0.0001,0.026642492516163525,0.44,0.36,0.108682099027732,0.968780487804878,0.9,uniform,0.5
|
|
TwoLeadECG,5,1dCNN autoencoder,0.9956896551724138,8.87543719727546e-05,0.0001,0.16497961227316707,1.0,0.32,0.6619880781887512,0.4636585365853659,0.9,uniform,0.5
|
|
TwoLeadECG,5,LSTM autoencoder,0.9956896551724138,0.0057897125370800495,0.0001,0.6162549997684162,1.0,1.0,2.4727507681096315,0.19048780487804878,0.9,uniform,0.5
|
|
TwoLeadECG,5,No autoencoder,0.9956896551724138,0,0.0001,0.0757797993629807,0.96,0.24,0.30406983659754794,0.6629268292682927,0.9,uniform,0.5
|
|
TwoLeadECG,1,1dCNN autoencoder,0.9914529914529915,0.00019447326485533267,0.0001,0.17102804228749563,1.0,0.18,0.8118924863790781,0.561219512195122,0.8,uniform,0.5
|
|
TwoLeadECG,1,LSTM autoencoder,0.9914529914529915,0.004377539269626141,0.0001,0.560040604531824,1.0,1.0,2.6585860003136377,0.20780487804878048,0.8,uniform,0.5
|
|
TwoLeadECG,1,No autoencoder,0.9914529914529915,0,0.0001,0.067705232224416,0.96,0.18,0.3214055928860561,0.7882926829268293,0.8,uniform,0.5
|
|
TwoLeadECG,2,1dCNN autoencoder,0.982905982905983,0.00011862044630106539,0.0001,0.15316458762415458,0.94,0.24,0.6108433948713865,0.5092682926829268,0.8,uniform,0.5
|
|
TwoLeadECG,2,LSTM autoencoder,0.982905982905983,0.005427480675280094,0.0001,0.8447794341862754,0.96,1.0,3.369107347203108,0.17682926829268292,0.8,uniform,0.5
|
|
TwoLeadECG,2,No autoencoder,0.982905982905983,0,0.0001,0.043536208734093786,0.74,0.32,0.17362894357944408,0.9314634146341464,0.8,uniform,0.5
|
|
TwoLeadECG,3,1dCNN autoencoder,0.9956896551724138,0.0001453538570785895,0.0001,0.13857857632117201,0.84,0.38,0.5888907801020773,0.5992682926829268,0.8,uniform,0.5
|
|
TwoLeadECG,3,LSTM autoencoder,0.9956896551724138,0.004375793971121311,0.0001,0.5749614137027238,1.0,1.0,2.4433031745056293,0.18560975609756097,0.8,uniform,0.5
|
|
TwoLeadECG,3,No autoencoder,0.9956896551724138,0,0.0001,0.01196185404134741,0.28,0.42,0.0508319954272762,0.9965853658536585,0.8,uniform,0.5
|
|
TwoLeadECG,4,1dCNN autoencoder,1.0,0.00018063616880681366,0.0001,0.14932713930133243,0.72,0.42,0.6091467204590333,0.6290243902439024,0.8,uniform,0.5
|
|
TwoLeadECG,4,LSTM autoencoder,1.0,0.004404156934469938,0.0001,0.6070937621220072,0.86,1.0,2.4765034402856028,0.2095121951219512,0.8,uniform,0.5
|
|
TwoLeadECG,4,No autoencoder,1.0,0,0.0001,0.018033289846969655,0.34,0.36,0.07356277914895226,0.9885365853658536,0.8,uniform,0.5
|
|
TwoLeadECG,5,1dCNN autoencoder,0.9956896551724138,8.87543719727546e-05,0.0001,0.15393356329167074,1.0,0.28,0.6176653122658197,0.5058536585365854,0.8,uniform,0.5
|
|
TwoLeadECG,5,LSTM autoencoder,0.9956896551724138,0.0057897125370800495,0.0001,0.5892576023493397,0.94,1.0,2.3644225026512258,0.19463414634146342,0.8,uniform,0.5
|
|
TwoLeadECG,5,No autoencoder,0.9956896551724138,0,0.0001,0.07478124715875688,0.98,0.24,0.3000631011862005,0.6665853658536586,0.8,uniform,0.5
|
|
TwoLeadECG,1,1dCNN autoencoder,0.9914529914529915,0.00019447326485533267,0.0001,0.16468889011166454,1.0,0.14,0.781799701869978,0.598780487804878,0.7,uniform,0.5
|
|
TwoLeadECG,1,LSTM autoencoder,0.9914529914529915,0.004377539269626141,0.0001,0.5281970565212666,0.92,1.0,2.5074205129255307,0.2175609756097561,0.7,uniform,0.5
|
|
TwoLeadECG,1,No autoencoder,0.9914529914529915,0,0.0001,0.06608420007264587,0.96,0.18,0.31371034123844194,0.811219512195122,0.7,uniform,0.5
|
|
TwoLeadECG,2,1dCNN autoencoder,0.982905982905983,0.00011862044630106539,0.0001,0.1485671941674262,0.94,0.26,0.5925082988140746,0.545609756097561,0.7,uniform,0.5
|
|
TwoLeadECG,2,LSTM autoencoder,0.982905982905983,0.005427480675280094,0.0001,0.8297602213981408,0.92,1.0,3.3092084693351214,0.18,0.7,uniform,0.5
|
|
TwoLeadECG,2,No autoencoder,0.982905982905983,0,0.0001,0.039375973209003906,0.64,0.34,0.15703729905488634,0.9468292682926829,0.7,uniform,0.5
|
|
TwoLeadECG,3,1dCNN autoencoder,0.9956896551724138,0.0001453538570785895,0.0001,0.13312077811434825,0.76,0.42,0.5656978225109469,0.6258536585365854,0.7,uniform,0.5
|
|
TwoLeadECG,3,LSTM autoencoder,0.9956896551724138,0.004375793971121311,0.0001,0.5740353285858053,0.94,1.0,2.4393677683164423,0.18707317073170732,0.7,uniform,0.5
|
|
TwoLeadECG,3,No autoencoder,0.9956896551724138,0,0.0001,0.010077337859137163,0.24,0.42,0.042823728679862456,0.9973170731707317,0.7,uniform,0.5
|
|
TwoLeadECG,4,1dCNN autoencoder,1.0,0.00018063616880681366,0.0001,0.14266906868174967,0.64,0.38,0.5819866080944667,0.6670731707317074,0.7,uniform,0.5
|
|
TwoLeadECG,4,LSTM autoencoder,1.0,0.004404156934469938,0.0001,0.5929804743201931,0.9,1.0,2.4189314341546795,0.21073170731707316,0.7,uniform,0.5
|
|
TwoLeadECG,4,No autoencoder,1.0,0,0.0001,0.012010002680736386,0.24,0.36,0.04899212413700534,0.9953658536585366,0.7,uniform,0.5
|
|
TwoLeadECG,5,1dCNN autoencoder,0.9956896551724138,8.87543719727546e-05,0.0001,0.13878728166176021,1.0,0.24,0.5568901793282521,0.5719512195121951,0.7,uniform,0.5
|
|
TwoLeadECG,5,LSTM autoencoder,0.9956896551724138,0.0057897125370800495,0.0001,0.5834785804447199,0.94,1.0,2.3412339186090017,0.19731707317073172,0.7,uniform,0.5
|
|
TwoLeadECG,5,No autoencoder,0.9956896551724138,0,0.0001,0.07286674949759982,0.98,0.24,0.2923810936342144,0.6817073170731708,0.7,uniform,0.5
|
|
TwoLeadECG,1,1dCNN autoencoder,0.9914529914529915,0.00019447326485533267,0.0001,0.1599288617804188,1.0,0.12,0.7592032247928825,0.6326829268292683,0.6,uniform,0.5
|
|
TwoLeadECG,1,LSTM autoencoder,0.9914529914529915,0.004377539269626141,0.0001,0.5068648986911886,0.84,1.0,2.4061539695631313,0.2224390243902439,0.6,uniform,0.5
|
|
TwoLeadECG,1,No autoencoder,0.9914529914529915,0,0.0001,0.06437421589608984,0.88,0.16,0.3055928226946746,0.8160975609756097,0.6,uniform,0.5
|
|
TwoLeadECG,2,1dCNN autoencoder,0.982905982905983,0.00011862044630106539,0.0001,0.1417216075285998,0.94,0.22,0.5652070704608996,0.5802439024390244,0.6,uniform,0.5
|
|
TwoLeadECG,2,LSTM autoencoder,0.982905982905983,0.005427480675280094,0.0001,0.8165481246910269,0.9,1.0,3.2565166419935014,0.1824390243902439,0.6,uniform,0.5
|
|
TwoLeadECG,2,No autoencoder,0.982905982905983,0,0.0001,0.03163620031655699,0.58,0.34,0.12616992153315032,0.9682926829268292,0.6,uniform,0.5
|
|
TwoLeadECG,3,1dCNN autoencoder,0.9956896551724138,0.0001453538570785895,0.0001,0.12161405930546082,0.74,0.42,0.5167999279325215,0.6892682926829268,0.6,uniform,0.5
|
|
TwoLeadECG,3,LSTM autoencoder,0.9956896551724138,0.004375793971121311,0.0001,0.5593215399556506,0.92,1.0,2.3768414046122346,0.18951219512195122,0.6,uniform,0.5
|
|
TwoLeadECG,3,No autoencoder,0.9956896551724138,0,0.0001,0.008220382772479762,0.2,0.42,0.034932583030755894,0.9985365853658537,0.6,uniform,0.5
|
|
TwoLeadECG,4,1dCNN autoencoder,1.0,0.00018063616880681366,0.0001,0.13408409054387316,0.6,0.38,0.5469661067819278,0.7134146341463414,0.6,uniform,0.5
|
|
TwoLeadECG,4,LSTM autoencoder,1.0,0.004404156934469938,0.0001,0.570196148199847,0.86,1.0,2.325987863421224,0.21536585365853658,0.6,uniform,0.5
|
|
TwoLeadECG,4,No autoencoder,1.0,0,0.0001,0.010396456719320588,0.24,0.36,0.04241002368758236,0.9975609756097561,0.6,uniform,0.5
|
|
TwoLeadECG,5,1dCNN autoencoder,0.9956896551724138,8.87543719727546e-05,0.0001,0.12966938378599024,0.98,0.26,0.5203042060147243,0.6280487804878049,0.6,uniform,0.5
|
|
TwoLeadECG,5,LSTM autoencoder,0.9956896551724138,0.0057897125370800495,0.0001,0.5513043877977085,0.92,1.0,2.2121335306022476,0.21682926829268293,0.6,uniform,0.5
|
|
TwoLeadECG,5,No autoencoder,0.9956896551724138,0,0.0001,0.07081495512808458,0.88,0.24,0.2841481768949936,0.7029268292682926,0.6,uniform,0.5
|
|
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
|
|
TwoLeadECG,1,LSTM autoencoder,0.9914529914529915,0.004377539269626141,0.0001,0.4981900353364333,0.9,1.0,2.3649732585879586,0.22658536585365854,0.5,uniform,0.5
|
|
TwoLeadECG,1,No autoencoder,0.9914529914529915,0,0.0001,0.06192731808480576,0.78,0.16,0.29397707874211576,0.844390243902439,0.5,uniform,0.5
|
|
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
|
|
TwoLeadECG,2,LSTM autoencoder,0.982905982905983,0.005427480675280094,0.0001,0.7888691957566404,0.86,1.0,3.1461289134790404,0.19463414634146342,0.5,uniform,0.5
|
|
TwoLeadECG,2,No autoencoder,0.982905982905983,0,0.0001,0.028832519835312077,0.56,0.34,0.11498842240294142,0.9739024390243902,0.5,uniform,0.5
|
|
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
|
|
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
|
|
TwoLeadECG,3,No autoencoder,0.9956896551724138,0,0.0001,0.005936787620489904,0.16,0.42,0.025228426975811836,0.9992682926829268,0.5,uniform,0.5
|
|
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
|
|
TwoLeadECG,4,LSTM autoencoder,1.0,0.004404156934469938,0.0001,0.5438042943993878,0.86,1.0,2.2183281890673037,0.22658536585365854,0.5,uniform,0.5
|
|
TwoLeadECG,4,No autoencoder,1.0,0,0.0001,0.009221924731796453,0.2,0.36,0.03761878271409258,0.9980487804878049,0.5,uniform,0.5
|
|
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
|
|
TwoLeadECG,5,LSTM autoencoder,0.9956896551724138,0.0057897125370800495,0.0001,0.5460397444143781,0.9,1.0,2.1910089133985804,0.22146341463414634,0.5,uniform,0.5
|
|
TwoLeadECG,5,No autoencoder,0.9956896551724138,0,0.0001,0.068422245781633,0.84,0.24,0.2745473235525873,0.728780487804878,0.5,uniform,0.5
|
|
TwoLeadECG,1,1dCNN autoencoder,0.9914529914529915,0.00019447326485533267,0.0001,0.151071263360452,0.76,0.16,0.7171550465622882,0.6914634146341463,0.4,uniform,0.5
|
|
TwoLeadECG,1,LSTM autoencoder,0.9914529914529915,0.004377539269626141,0.0001,0.4749942502649511,0.78,1.0,2.2548598329571883,0.23390243902439026,0.4,uniform,0.5
|
|
TwoLeadECG,1,No autoencoder,0.9914529914529915,0,0.0001,0.05885321498342961,0.6,0.16,0.2793839092420729,0.86,0.4,uniform,0.5
|
|
TwoLeadECG,2,1dCNN autoencoder,0.982905982905983,0.00011862044630106539,0.0001,0.11880453411658548,0.84,0.2,0.47381033743888623,0.7019512195121951,0.4,uniform,0.5
|
|
TwoLeadECG,2,LSTM autoencoder,0.982905982905983,0.005427480675280094,0.0001,0.7538610013302299,0.8,1.0,3.006510972651746,0.2002439024390244,0.4,uniform,0.5
|
|
TwoLeadECG,2,No autoencoder,0.982905982905983,0,0.0001,0.026595784785463417,0.56,0.34,0.1060679868605556,0.9785365853658536,0.4,uniform,0.5
|
|
TwoLeadECG,3,1dCNN autoencoder,0.9956896551724138,0.0001453538570785895,0.0001,0.10533732398734562,0.6,0.34,0.44763180964571614,0.764390243902439,0.4,uniform,0.5
|
|
TwoLeadECG,3,LSTM autoencoder,0.9956896551724138,0.004375793971121311,0.0001,0.5344182001507568,0.94,1.0,2.2710144608365797,0.204390243902439,0.4,uniform,0.5
|
|
TwoLeadECG,3,No autoencoder,0.9956896551724138,0,0.0001,0.005650046696971767,0.16,0.42,0.024009919103812664,0.9995121951219512,0.4,uniform,0.5
|
|
TwoLeadECG,4,1dCNN autoencoder,1.0,0.00018063616880681366,0.0001,0.12338704349671387,0.48,0.38,0.5033298919728832,0.7597560975609756,0.4,uniform,0.5
|
|
TwoLeadECG,4,LSTM autoencoder,1.0,0.004404156934469938,0.0001,0.5187313923754214,0.82,1.0,2.116048883967447,0.24195121951219511,0.4,uniform,0.5
|
|
TwoLeadECG,4,No autoencoder,1.0,0,0.0001,0.007803098406695281,0.18,0.36,0.031830997540680306,0.9982926829268293,0.4,uniform,0.5
|
|
TwoLeadECG,5,1dCNN autoencoder,0.9956896551724138,8.87543719727546e-05,0.0001,0.12040667486006992,0.86,0.24,0.4831371718812038,0.6760975609756098,0.4,uniform,0.5
|
|
TwoLeadECG,5,LSTM autoencoder,0.9956896551724138,0.0057897125370800495,0.0001,0.5511603574947109,0.82,1.0,2.2115556025651486,0.21365853658536585,0.4,uniform,0.5
|
|
TwoLeadECG,5,No autoencoder,0.9956896551724138,0,0.0001,0.06556562205132878,0.72,0.24,0.26308499298169624,0.7541463414634146,0.4,uniform,0.5
|
|
TwoLeadECG,1,1dCNN autoencoder,0.9914529914529915,0.00019447326485533267,0.0001,0.14710287899351782,0.64,0.16,0.6983166069269794,0.7158536585365853,0.3,uniform,0.5
|
|
TwoLeadECG,1,LSTM autoencoder,0.9914529914529915,0.004377539269626141,0.0001,0.46499245517949056,0.74,1.0,2.207380003500108,0.2395121951219512,0.3,uniform,0.5
|
|
TwoLeadECG,1,No autoencoder,0.9914529914529915,0,0.0001,0.05671550723518386,0.5,0.16,0.26923593095932113,0.8614634146341463,0.3,uniform,0.5
|
|
TwoLeadECG,2,1dCNN autoencoder,0.982905982905983,0.00011862044630106539,0.0001,0.10867526014255648,0.72,0.28,0.43341327048068495,0.7531707317073171,0.3,uniform,0.5
|
|
TwoLeadECG,2,LSTM autoencoder,0.982905982905983,0.005427480675280094,0.0001,0.7262072729384923,0.78,1.0,2.8962237476888113,0.20170731707317074,0.3,uniform,0.5
|
|
TwoLeadECG,2,No autoencoder,0.982905982905983,0,0.0001,0.023782076568637612,0.4,0.34,0.09484649561376075,0.9860975609756097,0.3,uniform,0.5
|
|
TwoLeadECG,3,1dCNN autoencoder,0.9956896551724138,0.0001453538570785895,0.0001,0.09825735341126407,0.56,0.34,0.4175454174606391,0.7990243902439025,0.3,uniform,0.5
|
|
TwoLeadECG,3,LSTM autoencoder,0.9956896551724138,0.004375793971121311,0.0001,0.5140386823873769,0.98,1.0,2.184411535388951,0.21536585365853658,0.3,uniform,0.5
|
|
TwoLeadECG,3,No autoencoder,0.9956896551724138,0,0.0001,0.003863322491535212,0.12,0.44,0.0164172201520769,1.0,0.3,uniform,0.5
|
|
TwoLeadECG,4,1dCNN autoencoder,1.0,0.00018063616880681366,0.0001,0.11874819397473864,0.46,0.36,0.48440674118974264,0.7880487804878049,0.3,uniform,0.5
|
|
TwoLeadECG,4,LSTM autoencoder,1.0,0.004404156934469938,0.0001,0.502455771010609,0.78,1.0,2.0496561209091375,0.25073170731707317,0.3,uniform,0.5
|
|
TwoLeadECG,4,No autoencoder,1.0,0,0.0001,0.004854412530339986,0.14,0.36,0.019802491941164874,0.9995121951219512,0.3,uniform,0.5
|
|
TwoLeadECG,5,1dCNN autoencoder,0.9956896551724138,8.87543719727546e-05,0.0001,0.11565042529449915,0.62,0.2,0.46405250762532607,0.708780487804878,0.3,uniform,0.5
|
|
TwoLeadECG,5,LSTM autoencoder,0.9956896551724138,0.0057897125370800495,0.0001,0.5414113533427414,0.76,1.0,2.172437287072137,0.21560975609756097,0.3,uniform,0.5
|
|
TwoLeadECG,5,No autoencoder,0.9956896551724138,0,0.0001,0.0622494019981736,0.5,0.24,0.24977851159535203,0.786829268292683,0.3,uniform,0.5
|
|
TwoLeadECG,1,1dCNN autoencoder,0.9914529914529915,0.00019447326485533267,0.0001,0.14463681791686164,0.62,0.18,0.6866098924472367,0.7270731707317073,0.2,uniform,0.5
|
|
TwoLeadECG,1,LSTM autoencoder,0.9914529914529915,0.004377539269626141,0.0001,0.45156159554585423,0.7,1.0,2.143621956127787,0.2473170731707317,0.2,uniform,0.5
|
|
TwoLeadECG,1,No autoencoder,0.9914529914529915,0,0.0001,0.053676619680303135,0.3,0.16,0.2548099342645152,0.8595121951219512,0.2,uniform,0.5
|
|
TwoLeadECG,2,1dCNN autoencoder,0.982905982905983,0.00011862044630106539,0.0001,0.1005538749780664,0.58,0.28,0.40102396586473427,0.7907317073170732,0.2,uniform,0.5
|
|
TwoLeadECG,2,LSTM autoencoder,0.982905982905983,0.005427480675280094,0.0001,0.6667665136993034,0.64,1.0,2.6591650663668838,0.2148780487804878,0.2,uniform,0.5
|
|
TwoLeadECG,2,No autoencoder,0.982905982905983,0,0.0001,0.013239527899511584,0.3,0.34,0.05280122705959419,0.9985365853658537,0.2,uniform,0.5
|
|
TwoLeadECG,3,1dCNN autoencoder,0.9956896551724138,0.0001453538570785895,0.0001,0.09378740416573184,0.54,0.36,0.39855033201454915,0.8214634146341463,0.2,uniform,0.5
|
|
TwoLeadECG,3,LSTM autoencoder,0.9956896551724138,0.004375793971121311,0.0001,0.49700789520409655,0.94,1.0,2.112039067606699,0.2253658536585366,0.2,uniform,0.5
|
|
TwoLeadECG,3,No autoencoder,0.9956896551724138,0,0.0001,0.0035943355423769525,0.1,0.44,0.015274157937611905,1.0,0.2,uniform,0.5
|
|
TwoLeadECG,4,1dCNN autoencoder,1.0,0.00018063616880681366,0.0001,0.11472656576624443,0.42,0.32,0.4680014069312035,0.8087804878048781,0.2,uniform,0.5
|
|
TwoLeadECG,4,LSTM autoencoder,1.0,0.004404156934469938,0.0001,0.49092520685635305,0.72,1.0,2.002619759183665,0.25658536585365854,0.2,uniform,0.5
|
|
TwoLeadECG,4,No autoencoder,1.0,0,0.0001,0.0030666688250019776,0.08,0.36,0.01250979069326645,0.9995121951219512,0.2,uniform,0.5
|
|
TwoLeadECG,5,1dCNN autoencoder,0.9956896551724138,8.87543719727546e-05,0.0001,0.11226301723420491,0.62,0.2,0.4504603811741962,0.7346341463414634,0.2,uniform,0.5
|
|
TwoLeadECG,5,LSTM autoencoder,0.9956896551724138,0.0057897125370800495,0.0001,0.5385726339548752,0.76,1.0,2.1610467984766184,0.22634146341463415,0.2,uniform,0.5
|
|
TwoLeadECG,5,No autoencoder,0.9956896551724138,0,0.0001,0.059893580411931345,0.34,0.24,0.2403256720417599,0.801219512195122,0.2,uniform,0.5
|
|
TwoLeadECG,1,1dCNN autoencoder,0.9914529914529915,0.00019447326485533267,0.0001,0.1379026085140535,0.4,0.16,0.6546417196101029,0.7568292682926829,0.1,uniform,0.5
|
|
TwoLeadECG,1,LSTM autoencoder,0.9914529914529915,0.004377539269626141,0.0001,0.4431658386789581,0.6,1.0,2.1037662001562594,0.26609756097560977,0.1,uniform,0.5
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TwoLeadECG,1,No autoencoder,0.9914529914529915,0,0.0001,0.054276536120091305,0.1,0.18,0.257657816070357,0.8568292682926829,0.1,uniform,0.5
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TwoLeadECG,2,1dCNN autoencoder,0.982905982905983,0.00011862044630106539,0.0001,0.09113702175024889,0.44,0.3,0.36346813991362853,0.8324390243902439,0.1,uniform,0.5
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TwoLeadECG,2,LSTM autoencoder,0.982905982905983,0.005427480675280094,0.0001,0.6481295282101791,0.6,1.0,2.584837967244722,0.21560975609756097,0.1,uniform,0.5
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TwoLeadECG,2,No autoencoder,0.982905982905983,0,0.0001,0.008454323410292596,0.14,0.34,0.033717112378196655,0.9985365853658537,0.1,uniform,0.5
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TwoLeadECG,3,1dCNN autoencoder,0.9956896551724138,0.0001453538570785895,0.0001,0.08613079403874468,0.38,0.4,0.3660135053973597,0.858780487804878,0.1,uniform,0.5
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TwoLeadECG,3,LSTM autoencoder,0.9956896551724138,0.004375793971121311,0.0001,0.4932801554204799,0.8,1.0,2.0961980072677338,0.2326829268292683,0.1,uniform,0.5
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TwoLeadECG,3,No autoencoder,0.9956896551724138,0,0.0001,0.0016368217799425722,0.02,0.44,0.006955687383051764,1.0,0.1,uniform,0.5
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TwoLeadECG,4,1dCNN autoencoder,1.0,0.00018063616880681366,0.0001,0.10619854461556784,0.36,0.36,0.4332132489296154,0.8465853658536585,0.1,uniform,0.5
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TwoLeadECG,4,LSTM autoencoder,1.0,0.004404156934469938,0.0001,0.4863482606153623,0.7,1.0,1.983949129012476,0.2621951219512195,0.1,uniform,0.5
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TwoLeadECG,4,No autoencoder,1.0,0,0.0001,0.0011839204355535223,0.04,0.36,0.0048295390508122,1.0,0.1,uniform,0.5
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TwoLeadECG,5,1dCNN autoencoder,0.9956896551724138,8.87543719727546e-05,0.0001,0.10784179803768819,0.3,0.18,0.4327200412690009,0.7809756097560976,0.1,uniform,0.5
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TwoLeadECG,5,LSTM autoencoder,0.9956896551724138,0.0057897125370800495,0.0001,0.5302941209523108,0.52,1.0,2.1278288945349226,0.23317073170731709,0.1,uniform,0.5
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TwoLeadECG,5,No autoencoder,0.9956896551724138,0,0.0001,0.05691243722167905,0.08,0.24,0.22836370156474736,0.8485365853658536,0.1,uniform,0.5
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TwoLeadECG,1,1dCNN autoencoder,0.9914529914529915,0.00019447326485533267,0.0001,0.09337395731005722,0.02,0.22,0.44325838821262664,0.8819512195121951,0.0,uniform,0.5
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TwoLeadECG,1,LSTM autoencoder,0.9914529914529915,0.004377539269626141,0.0001,0.44772090236065076,0.48,1.0,2.1253896832335424,0.2992682926829268,0.0,uniform,0.5
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TwoLeadECG,1,No autoencoder,0.9914529914529915,0,0.0001,1.443820637432031e-07,0.0,0.26,6.854005410642664e-07,1.0,0.0,uniform,0.5
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TwoLeadECG,2,1dCNN autoencoder,0.982905982905983,0.00011862044630106539,0.0001,0.07008893259124026,0.02,0.34,0.2795251969861547,0.905609756097561,0.0,uniform,0.5
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TwoLeadECG,2,LSTM autoencoder,0.982905982905983,0.005427480675280094,0.0001,0.518060794012896,0.52,1.0,2.0661043069638216,0.22902439024390245,0.0,uniform,0.5
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TwoLeadECG,2,No autoencoder,0.982905982905983,0,0.0001,1.4478801476810637e-07,0.0,0.34,5.774363633888099e-07,1.0,0.0,uniform,0.5
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TwoLeadECG,3,1dCNN autoencoder,0.9956896551724138,0.0001453538570785895,0.0001,0.06144521468761197,0.0,0.42,0.2611119364299543,0.9143902439024391,0.0,uniform,0.5
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TwoLeadECG,3,LSTM autoencoder,0.9956896551724138,0.004375793971121311,0.0001,0.4733971760018391,0.42,1.0,2.0117051255292164,0.2631707317073171,0.0,uniform,0.5
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TwoLeadECG,3,No autoencoder,0.9956896551724138,0,0.0001,1.4855953930821207e-07,0.0,0.44,6.313049629840383e-07,1.0,0.0,uniform,0.5
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TwoLeadECG,4,1dCNN autoencoder,1.0,0.00018063616880681366,0.0001,0.08819074591610511,0.02,0.36,0.3597544552248177,0.8926829268292683,0.0,uniform,0.5
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TwoLeadECG,4,LSTM autoencoder,1.0,0.004404156934469938,0.0001,0.4744335591428772,0.44,1.0,1.9353457648740464,0.28,0.0,uniform,0.5
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TwoLeadECG,4,No autoencoder,1.0,0,0.0001,1.4800653538034343e-07,0.0,0.36,6.037596116504162e-07,1.0,0.0,uniform,0.5
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TwoLeadECG,5,1dCNN autoencoder,0.9956896551724138,8.87543719727546e-05,0.0001,0.056284174746275506,0.0,0.36,0.22584277026323674,0.9285365853658537,0.0,uniform,0.5
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TwoLeadECG,5,LSTM autoencoder,0.9956896551724138,0.0057897125370800495,0.0001,0.5172037929535361,0.34,1.0,2.0753033675599837,0.24804878048780488,0.0,uniform,0.5
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TwoLeadECG,5,No autoencoder,0.9956896551724138,0,0.0001,1.4578346394468805e-07,0.0,0.34,5.849626738645171e-07,1.0,0.0,uniform,0.5
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