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AlexeyK421
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ECG_Arrhythmia_Classification_Dataset

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train · 101k rows

record int64 100 234	type stringclasses 5 values	0_pre-RR int64 11 2.11k	0_post-RR float64 6 2.11k	0_pPeak float64 -3.09 3.82	0_tPeak float64 -2.01 4.12	0_rPeak float64 -2.37 4.02	0_sPeak float64 -3.62 4.02	0_qPeak float64 -3.87 3.08	0_qrs_interval int64 0 170	0_pq_interval int64 1 150	0_qt_interval int64 5 334	0_st_interval int64 1 141	0_qrs_morph0 float64 -3.87 3.08	0_qrs_morph1 float64 -2.63 2.87	0_qrs_morph2 float64 -2.84 3.33	0_qrs_morph3 float64 -3 3.22	0_qrs_morph4 float64 -3.09 2.63	1_pre-RR int64 11 2.11k	1_post-RR float64 6 2.11k	1_pPeak float64 -2.11 5.16	1_tPeak float64 -2.49 7	1_rPeak float64 -3.85 4.03	1_sPeak float64 -6.15 3.32	1_qPeak float64 -5.48 4.03	1_qrs_interval int64 0 260	1_pq_interval int64 1 185	1_qt_interval int64 5 412	1_st_interval int64 1 215	1_qrs_morph0 float64 -5.48 4.03	1_qrs_morph1 float64 -4.49 3.59	1_qrs_morph2 float64 -4.4 2.69	1_qrs_morph3 float64 -4.07 3.76	1_qrs_morph4 float64 -4.52 2.87
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101	N	283	272	0.009657	1.152694	1.134826	1.134826	-0.023795	10	10	21	1	-0.023795	0.015989	0.172406	0.484683	0.875179	283	272	-0.002074	0.042097	-0.002387	-0.110945	-0.002387	9	1	19	9	-0.002387	-0.004765	-0.02112	-0.056363	-0.096581
101	N	272	279	-0.083175	1.034772	1.031221	1.031221	-0.099782	10	5	16	1	-0.099782	-0.065692	0.088628	0.40458	0.791465	272	279	-0.005642	0.05951	0.015809	-0.059006	-0.031658	22	15	45	8	-0.031658	-0.026755	-0.008045	0.015135	-0.000411
101	N	279	286	-0.076438	-0.323937	1.037661	-0.429405	-0.107831	22	8	37	7	-0.107831	0.062867	0.732895	0.86009	0.010802	279	286	-0.003339	0.057698	-0.027103	-0.092996	-0.027103	7	13	30	10	-0.027103	-0.030712	-0.037124	-0.059574	-0.073544
101	N	286	291	-0.078431	1.002548	0.992159	0.992159	-0.087776	11	7	19	1	-0.087776	-0.074729	0.010381	0.229214	0.575895	286	291	0.010575	0.058246	0.014546	-0.122227	0.009972	16	2	28	10	0.009972	0.012098	0.014546	-0.000503	-0.057896
101	N	291	300	-0.080142	0.974321	0.969526	0.969526	-0.08131	11	2	14	1	-0.08131	-0.064897	0.022084	0.238894	0.576423	291	300	0.009833	0.030443	0.016057	-0.121859	0.009472	16	2	27	9	0.009472	0.012465	0.016057	0.003643	-0.049754
101	N	300	304	-0.082001	-0.309382	0.973913	-0.37039	-0.082163	30	1	36	5	-0.082163	-0.077473	0.084818	0.935984	0.25083	300	304	0.01685	0.029793	0.020246	-0.104939	-0.034088	33	27	69	9	-0.034088	-0.019395	0.003016	0.013404	0.012497
101	N	304	301	-0.080116	-0.314084	0.998762	-0.377005	-0.099779	22	5	33	6	-0.099779	0.06353	0.682014	0.867351	0.089502	304	301	0.020458	0.033625	0.013724	-0.096513	-0.032189	31	26	66	9	-0.032189	-0.025224	-0.007288	0.009572	0.006119
101	N	301	294	-0.076752	-0.290785	0.952456	-0.3328	-0.088104	23	4	32	5	-0.088104	0.026618	0.749802	0.876734	-0.015388	301	294	0.009306	0.047287	0.019447	-0.108219	-0.027903	27	29	65	9	-0.027903	-0.025306	-0.009114	0.017865	-0.00361
101	N	294	282	-0.071813	-0.284749	0.884293	-0.320275	-0.087272	23	5	33	5	-0.087272	0.011146	0.70155	0.794655	-0.045851	294	282	0.009962	0.071423	0.010443	-0.089769	-0.028801	19	18	46	9	-0.028801	-0.023676	-0.003426	0.010443	-0.038497
101	N	282	282	-0.081076	-0.280767	0.87449	-0.340053	-0.089321	22	9	39	8	-0.089321	0.014583	0.56073	0.751284	0.042782	282	282	-0.016299	0.061334	-0.016707	-0.085818	-0.016707	7	1	18	10	-0.016707	-0.0195	-0.025638	-0.049178	-0.064316
101	N	282	285	-0.086793	-0.284116	0.897392	-0.35034	-0.091473	22	4	33	7	-0.091473	0.032711	0.613661	0.741005	0.010282	282	285	0.008456	0.048239	0.007426	-0.115313	-0.001966	16	7	33	10	-0.001966	0.001287	0.007426	-0.004905	-0.058019
101	N	285	297	-0.080489	-0.304821	0.972747	-0.358774	-0.091145	22	5	33	6	-0.091145	0.060448	0.674155	0.817364	0.045005	285	297	0.007483	0.027383	0.016592	-0.121024	0.003976	17	7	33	9	0.003976	0.00787	0.015229	0.003046	-0.05697
101	N	297	291	-0.077563	-0.285187	0.945438	-0.332414	-0.087593	23	5	33	5	-0.087593	0.01152	0.698967	0.893058	0.031472	297	291	0.002313	0.05612	0.023361	-0.093823	-0.031914	25	14	48	9	-0.031914	-0.021581	-0.002	0.02155	-0.007776
101	N	291	290	-0.078805	-0.267981	0.929966	-0.31798	-0.086648	22	4	31	5	-0.086648	0.050727	0.617529	0.81486	0.096715	291	290	-0.009429	0.067907	-0.019032	-0.12722	-0.019032	8	6	25	11	-0.019032	-0.025146	-0.047413	-0.064241	-0.103107
101	N	290	290	-0.079961	-0.274915	0.86531	-0.312342	-0.092873	22	4	31	5	-0.092873	0.037452	0.613105	0.697255	0.002664	290	290	0.014264	0.029986	0.010189	-0.100851	-0.037397	29	27	65	9	-0.037397	-0.023184	0.00231	0.00792	-0.007971
101	N	290	291	-0.068608	-0.269674	0.845386	-0.352915	-0.074573	22	4	33	7	-0.074573	0.014759	0.505624	0.769437	0.081258	290	291	0.000797	0.05474	0.015174	-0.099825	-0.031683	22	13	44	9	-0.031683	-0.025513	-0.007071	0.015174	-0.023713
101	N	291	302	-0.075744	0.924668	0.914493	0.914493	-0.088402	10	6	17	1	-0.088402	-0.059863	0.066787	0.337747	0.686045	291	302	-0.001441	-0.000275	-0.003248	-0.003248	-0.040275	8	11	20	1	-0.040275	-0.039984	-0.034384	-0.029154	-0.015615
101	N	302	313	-0.072652	0.971002	0.959466	0.959466	-0.087578	11	10	22	1	-0.087578	-0.076332	-0.00062	0.206068	0.54491	302	313	0.023907	0.038113	0.029762	-0.089733	-0.024464	26	27	61	8	-0.024464	-0.017329	0.003866	0.027731	0.005956
101	N	313	320	-0.059005	-0.252796	0.93865	-0.3718	-0.060725	23	3	33	7	-0.060725	-0.002444	0.627164	0.903065	0.007394	313	320	-0.001209	0.044085	0.009407	-0.120499	-0.009587	20	7	38	11	-0.009587	-0.004815	0.004459	0.007788	-0.045842
101	N	320	329	-0.062923	1.007571	1.007525	1.007525	-0.07235	11	4	16	1	-0.07235	-0.050891	0.052011	0.284668	0.625492	320	329	-0.001858	0.052898	0.012008	-0.059802	-0.030759	21	10	40	9	-0.030759	-0.025674	-0.01026	0.009949	-0.004513
101	N	329	344	-0.085436	-0.30425	1.024474	-0.4071	-0.091294	23	3	33	7	-0.091294	-0.000514	0.716804	0.981733	0.028383	329	344	0.005117	0.038069	0.00896	-0.109674	0.003007	19	8	37	10	0.003007	0.004235	0.008187	0.005514	-0.041997
101	N	344	332	-0.076718	-0.289835	0.981912	-0.374595	-0.082459	23	3	33	7	-0.082459	0.020399	0.726317	0.925227	0.004977	344	332	0.011954	0.054464	0.019432	-0.081602	-0.022669	29	14	52	9	-0.022669	-0.020351	-0.002594	0.017435	0.002708
101	N	332	310	-0.072843	0.970255	0.968369	0.968369	-0.076519	11	3	15	1	-0.076519	-0.063694	0.020396	0.237318	0.576487	332	310	0.00608	-0.01675	-0.017334	-0.017334	-0.025121	4	10	15	1	-0.025121	-0.025121	-0.024069	-0.02193	-0.0194
101	N	310	322	-0.059618	0.988758	0.977765	0.977765	-0.068627	10	5	16	1	-0.068627	-0.038646	0.093339	0.37515	0.737944	310	322	0.013752	0.014267	0.015025	-0.072703	0.01263	14	4	26	8	0.01263	0.013749	0.014735	0.00007	-0.045444
101	N	322	321	-0.065704	-0.290333	0.996133	-0.376624	-0.075068	22	4	33	7	-0.075068	0.047274	0.634884	0.886445	0.093297	322	321	0.017157	0.046813	0.010156	-0.074696	-0.029476	23	28	60	9	-0.029476	-0.02504	-0.008172	0.008199	-0.007494
101	N	321	331	-0.078487	0.961015	0.954684	0.954684	-0.086107	11	3	15	1	-0.086107	-0.075311	0.007749	0.221874	0.557617	321	331	0.00794	0.071649	0.013597	-0.094957	-0.000824	21	10	41	10	-0.000824	0.003811	0.012828	0.007939	-0.025262
101	N	331	344	-0.059519	-0.286296	1.025037	-0.396929	-0.072386	23	5	34	6	-0.072386	0.025768	0.750323	0.971145	0.012716	331	344	0.002191	0.057627	0.012271	-0.062877	-0.03438	23	16	48	9	-0.03438	-0.028092	-0.010357	0.008009	-0.004901
101	N	344	331	-0.080538	-0.311245	1.028275	-0.388297	-0.099785	22	5	33	6	-0.099785	0.031907	0.640815	0.942124	0.138845	344	331	0.017427	0.062417	-0.017162	-0.085381	-0.017162	9	25	43	9	-0.017162	-0.018227	-0.027462	-0.050198	-0.077257
101	N	331	317	-0.093503	-0.299308	0.959814	-0.378273	-0.1006	22	4	32	6	-0.1006	0.043526	0.645452	0.812757	0.027403	331	317	0.016678	0.026213	0.015806	-0.082593	-0.035284	33	23	65	9	-0.035284	-0.018553	0.008279	0.014038	0.007789
101	N	317	316	-0.089277	0.932015	0.917171	0.917171	-0.095368	10	4	15	1	-0.095368	-0.066828	0.059378	0.329662	0.68016	317	316	0.002812	-0.002975	-0.005466	-0.005466	-0.029005	6	11	18	1	-0.029005	-0.02743	-0.024331	-0.020019	-0.014961
101	N	316	314	-0.082263	-0.284934	0.965741	-0.398623	-0.090747	21	5	33	7	-0.090747	0.042747	0.656936	0.920757	0.178977	316	314	0.022208	0.030064	0.016668	-0.070119	-0.034904	28	21	57	8	-0.034904	-0.020612	0.002892	0.014079	0.001374
101	N	314	316	-0.079537	-0.282822	0.96319	-0.369647	-0.087155	21	4	31	6	-0.087155	0.060418	0.681037	0.907176	0.160781	314	316	0.000452	0.057114	-0.022504	-0.09665	-0.022504	7	9	26	10	-0.022504	-0.027939	-0.035688	-0.060339	-0.075418
101	N	316	320	-0.069608	-0.258283	0.925048	-0.375574	-0.081697	21	5	33	7	-0.081697	0.105597	0.735076	0.815352	0.038367	316	320	-0.004608	0.054873	0.014973	-0.078795	-0.035404	23	13	45	9	-0.035404	-0.031331	-0.013587	0.010698	-0.004619
101	N	320	334	-0.049571	-0.292722	1.014631	-0.404543	-0.060834	22	4	33	7	-0.060834	0.087512	0.708792	0.854852	0.030783	320	334	0.017127	0.037569	0.015837	-0.053868	-0.031508	30	27	65	8	-0.031508	-0.015627	0.005501	0.014867	0.007127
101	N	334	330	-0.0824	-0.297713	0.972635	-0.333614	-0.095433	23	4	31	4	-0.095433	0.016219	0.753196	0.900087	-0.012599	334	330	0.005561	0.061955	-0.017878	-0.090557	-0.017878	8	13	30	9	-0.017878	-0.022242	-0.040486	-0.054174	-0.082018
101	N	330	304	-0.079949	-0.264229	0.921771	-0.33539	-0.085133	22	3	30	5	-0.085133	0.035186	0.59204	0.810895	0.073236	330	304	0.022789	0.057333	0.023129	-0.084787	-0.020967	26	30	64	8	-0.020967	-0.016741	-0.004908	0.019858	0.000962
101	N	304	302	-0.066352	-0.299801	0.95369	-0.364309	-0.072167	22	4	33	7	-0.072167	0.036134	0.583309	0.875004	0.123688	304	302	0.01365	0.01816	0.017149	-0.093319	0.01129	15	4	28	9	0.01129	0.014473	0.016645	-0.004089	-0.05935
101	N	302	327	-0.066064	-0.317599	1.022411	-0.365323	-0.075464	22	5	33	6	-0.075464	0.091211	0.745555	0.83228	0.031943	302	327	0.006916	0.049652	-0.017918	-0.082673	-0.017918	7	13	30	10	-0.017918	-0.022526	-0.029647	-0.05258	-0.065932
101	N	327	330	-0.080833	-0.344442	1.07769	-0.359398	-0.092912	23	4	31	4	-0.092912	0.076843	0.909094	0.930101	-0.062195	327	330	0.016293	0.019043	0.015662	-0.075471	0.015144	13	4	25	8	0.015144	0.015662	0.011227	-0.005124	-0.051705
101	N	330	336	-0.086817	-0.302557	0.956265	-0.324078	-0.094771	23	4	31	4	-0.094771	0.011457	0.75228	0.869003	-0.024409	330	336	-0.020517	0.057241	-0.020752	-0.102227	-0.020752	8	1	19	10	-0.020752	-0.02275	-0.036799	-0.049902	-0.082306
101	N	336	318	-0.079406	-0.291041	0.930951	-0.338046	-0.084206	22	3	30	5	-0.084206	0.029841	0.609247	0.79325	0.037177	336	318	-0.006988	0.038415	0.020281	-0.090159	-0.034056	29	10	48	9	-0.034056	-0.023823	0.004335	0.019197	0.004776
101	N	318	313	-0.087024	1.049845	1.028604	1.028604	-0.09097	11	6	18	1	-0.09097	-0.074183	0.011618	0.230518	0.583112	318	313	0.016937	0.017378	0.017264	-0.089016	-0.04748	37	27	73	9	-0.04748	-0.020859	0.007435	0.015115	0.00952
101	N	313	309	-0.062278	-0.322954	1.157983	-0.535085	-0.076265	21	4	34	9	-0.076265	0.094718	0.811479	1.097019	0.172033	313	309	0.012594	0.027317	-0.001491	-0.051547	-0.001491	7	5	21	9	-0.001491	-0.007592	-0.014529	-0.031258	-0.040112
101	N	309	316	-0.056935	-0.312061	1.098679	-0.443895	-0.070545	22	4	33	7	-0.070545	0.051444	0.714946	0.946422	0.045318	309	316	0.011702	-0.003675	-0.006113	-0.006113	-0.014959	4	9	15	2	-0.014959	-0.014959	-0.01452	-0.012357	-0.009232
101	N	316	302	-0.077293	-0.359821	1.105773	-0.408857	-0.100791	22	9	38	7	-0.100791	0.083362	0.813096	0.878742	0.005001	316	302	0.018846	0.014252	0.016262	-0.048304	-0.03666	29	26	62	7	-0.03666	-0.024158	-0.001521	0.009062	0.010853
101	N	302	294	-0.070912	-0.361132	1.164015	-0.391067	-0.09163	23	4	32	5	-0.09163	0.050993	0.953816	1.020089	-0.052079	302	294	0.0145	0.010808	0.014624	-0.078181	0.008563	14	9	33	10	0.008563	0.010172	0.014624	0.002008	-0.044971
101	N	294	312	-0.092105	-0.305945	0.961936	-0.322511	-0.105302	22	4	30	4	-0.105302	0.037569	0.656143	0.813906	0.070614	294	312	0.019788	0.025204	0.019926	-0.105787	-0.042081	29	29	67	9	-0.042081	-0.025707	-0.001024	0.016199	0.001096
101	N	312	315	-0.070215	1.002766	0.998681	0.998681	-0.086025	11	5	17	1	-0.086025	-0.068814	0.030409	0.263271	0.608714	312	315	0.001129	0.061615	0.024073	-0.099453	-0.027566	26	15	50	9	-0.027566	-0.016599	0.006	0.023197	-0.001672
101	N	315	306	-0.081699	-0.300167	1.003937	-0.342838	-0.092034	23	4	32	5	-0.092034	-0.003839	0.705863	0.960567	0.04951	315	306	-0.002591	0.042701	0.021251	-0.098446	-0.035433	30	10	48	8	-0.035433	-0.019716	0.003529	0.020584	-0.005538
101	N	306	299	-0.078696	-0.283564	0.874324	-0.32724	-0.087197	22	4	32	6	-0.087197	0.067698	0.674576	0.639263	-0.071947	306	299	0.011227	0.022329	0.011155	-0.117685	-0.039128	32	20	61	9	-0.039128	-0.020885	-0.000344	0.006666	-0.000069
101	N	299	301	-0.070316	-0.271392	0.854313	-0.285329	-0.083274	22	5	31	4	-0.083274	0.042402	0.606401	0.68459	0.013461	299	301	0.00867	0.056533	-0.01247	-0.155636	-0.01247	8	6	24	10	-0.01247	-0.024892	-0.063493	-0.088934	-0.138494
101	N	301	297	-0.079363	-0.285428	0.796612	-0.286213	-0.091633	23	10	35	2	-0.091633	0.00384	0.669621	0.655266	-0.094836	301	297	0.007611	0.074372	-0.004311	-0.140098	-0.016725	14	12	36	10	-0.016725	-0.014335	-0.004779	-0.017739	-0.086522

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