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sayanroy058
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Fetal_Health_Classification

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train · 2.13k rows

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baseline value float64 106 160	accelerations float64 0 0.02	uterine_contractions float64 0 0.02	light_decelerations float64 0 0.02	abnormal_short_term_variability float64 12 87	mean_value_of_short_term_variability float64 0.2 7	percentage_of_time_with_abnormal_long_term_variability float64 0 91	mean_value_of_long_term_variability float64 0 50.7	histogram_width float64 3 180	histogram_min float64 50 159	histogram_max float64 122 238	histogram_number_of_peaks float64 0 18	histogram_number_of_zeroes float64 0 10	histogram_mode float64 60 187	histogram_mean float64 73 182	histogram_median float64 77 186	histogram_variance float64 0 269	histogram_tendency float64 -1 1	fetal_health float64 1 3
132	0.01	0.01	0	27	1.7	0	11.3	122	54	176	8	0	150	146	149	18	1	1
132	0.008	0.01	0	29	1.6	0	7.4	92	84	176	3	0	155	147	150	17	1	1
130	0.004	0.008	0.001	40	0.9	17	6.5	45	110	155	6	0	136	133	135	4	0	1
130	0.002	0.009	0	51	0.6	38	4.8	23	125	148	1	0	134	135	136	1	0	1
130	0.006	0.006	0	38	1	0	8.1	53	102	155	6	1	136	135	137	4	0	1
130	0.007	0.007	0	36	1.1	0	8.9	66	90	156	6	1	136	135	137	5	1	1
130	0.004	0.006	0	48	0.7	32	6.7	53	102	155	5	0	137	136	138	2	0	1
130	0	0.005	0	53	0.5	45	5.9	20	123	143	2	0	137	136	138	0	1	1
130	0.004	0.007	0	40	0.9	1	9.1	53	102	155	6	1	136	135	137	3	0	1
130	0.002	0.006	0	47	0.7	30	6.8	39	114	153	4	0	137	136	138	2	0	1
130	0	0.005	0	52	0.6	44	5.9	30	123	153	2	1	137	136	138	0	0	1
130	0.003	0.007	0	37	0.9	0	13.4	43	112	155	3	0	136	134	135	3	0	1
130	0.003	0.007	0	33	1.1	0	16.4	53	103	156	3	0	133	133	134	4	0	1
130	0.002	0.006	0	39	0.9	8	12.3	43	112	155	3	0	136	134	136	3	0	1
130	0	0.005	0	31	1.1	0	17.6	47	103	150	3	1	131	132	133	2	0	1
130	0	0.005	0	31	1.1	0	14.3	36	114	150	1	2	131	132	133	1	0	1
130	0	0.004	0	28	1.2	0	15	36	114	150	2	2	131	132	133	2	0	1
130	0.001	0.006	0	41	0.8	13	9.9	42	114	156	2	1	136	135	137	2	0	1
130	0	0.005	0	49	0.6	25	5.4	14	129	143	1	0	137	136	138	0	0	1
133	0.003	0.007	0.002	28	1.4	0	15.9	54	109	163	3	0	140	138	139	9	0	1
133	0.005	0.008	0.003	31	1.3	0	12.8	60	103	163	2	0	140	139	140	10	0	1
133	0.008	0.008	0.004	34	1.2	0	7.1	60	103	163	2	0	136	140	141	14	0	1
133	0	0.007	0.007	32	1.4	0	9.8	43	103	146	1	0	136	132	136	7	1	1
133	0	0.007	0.001	27	1.4	1	18.8	56	96	152	5	0	136	134	137	4	1	1
133	0	0.007	0	22	1.6	0	21.3	47	105	152	1	0	138	135	138	5	1	1
133	0.002	0.007	0.002	34	1.1	7	14.3	69	91	160	4	0	136	135	137	5	0	1
133	0	0.007	0	36	1	8	16.4	59	91	150	3	0	136	134	137	3	1	1
133	0	0.007	0	43	0.8	30	11.2	48	106	154	4	0	145	140	143	4	1	2
133	0	0.008	0	48	0.6	46	6.8	25	125	150	2	0	145	142	144	1	1	2
133	0.002	0.006	0	40	0.9	21	11.2	50	106	156	3	0	142	140	142	3	1	1
133	0.003	0.006	0	34	1.1	6	14.5	58	101	159	4	0	142	139	142	4	1	1
133	0.003	0.005	0.001	33	1.2	5	13.7	58	101	159	4	0	142	138	141	5	1	1
133	0.004	0.006	0.002	35	1.1	8	7.4	48	109	157	2	1	142	138	141	4	0	1
136	0.001	0.007	0	42	0.8	9	12.7	45	117	162	2	0	139	138	140	2	0	1
136	0	0.008	0	36	1	0	16.1	37	117	154	2	0	139	137	138	3	0	1
136	0	0.007	0	47	0.7	22	10	36	117	153	2	1	144	141	143	2	1	1
136	0	0.008	0	37	1	0	15.7	37	117	154	2	1	138	137	139	2	0	1
136	0	0.006	0	53	0.5	37	5.9	17	134	151	2	0	144	142	144	0	0	1
136	0	0.007	0	54	0.5	40	5.6	17	134	151	2	0	144	143	145	0	0	1
136	0.007	0.007	0.001	42	0.7	3	4.2	47	112	159	0	0	145	143	145	3	1	1
136	0.006	0.006	0	43	0.7	1	4.6	39	120	159	0	1	145	144	146	2	0	1
136	0.006	0.007	0.001	43	0.7	4	5.1	46	112	158	1	0	144	142	144	3	1	1
144	0.003	0.008	0	48	0.7	6	10.2	47	120	167	3	0	148	149	150	3	0	1
144	0	0.008	0	48	0.6	6	11.4	31	129	160	1	0	148	147	149	1	0	1
149	0	0.009	0.008	42	2.5	23	8.2	162	51	213	4	0	156	142	154	87	0	1
149	0	0.009	0.009	39	2.5	25	5.6	137	51	188	4	1	155	139	153	97	1	1
149	0	0.006	0	61	0.4	54	5.2	13	146	159	1	0	154	153	155	0	0	2
149	0	0.005	0	63	0.4	65	4.6	12	146	158	1	0	153	153	155	0	1	2
149	0	0.007	0	62	0.4	46	5.5	14	146	160	1	0	154	153	155	0	0	2
149	0	0.006	0	61	0.4	34	5.6	12	148	160	1	0	154	153	155	0	0	2
149	0.001	0.008	0	55	0.5	19	6.4	23	147	170	2	0	155	155	156	0	0	1
149	0	0.008	0	59	0.5	27	5.5	15	148	163	1	0	155	154	156	0	0	1
144	0.002	0.006	0.001	51	0.6	16	6	44	125	169	3	0	157	156	158	3	1	1
144	0.002	0.004	0.002	45	0.7	13	8.8	54	122	176	2	0	157	155	156	5	0	1
144	0.003	0.006	0	50	0.6	21	5.3	27	142	169	2	0	157	157	158	2	0	1
144	0.005	0.008	0.002	32	1.2	0	8.8	65	115	180	3	0	153	152	154	12	0	1
144	0.005	0.007	0.003	33	1.1	0	7.7	68	113	181	3	0	153	154	155	12	0	1
143	0.006	0.008	0.002	28	1.4	0	8.3	80	102	182	3	0	155	152	154	23	0	1
143	0.004	0.005	0.002	22	1.8	0	11.5	85	99	184	5	0	151	149	152	29	0	1
144	0.002	0.005	0.001	34	1.2	5	10.2	80	102	182	4	0	157	152	155	17	0	1
144	0	0.004	0.002	33	1.2	2	10.4	61	99	160	2	0	153	147	152	19	1	1
144	0.003	0.006	0	40	0.8	5	11.1	56	112	168	2	0	157	153	155	5	1	1
144	0.003	0.007	0	38	0.9	5	13.4	56	112	168	3	0	157	153	156	6	1	1
144	0.004	0.006	0	40	0.8	0	9.9	59	112	171	3	0	160	154	157	8	1	1
144	0	0.008	0	26	1.3	0	17	52	112	164	2	0	150	146	148	6	1	1
145	0.004	0.004	0	45	0.7	1	7.4	38	133	171	2	0	160	158	159	2	0	1
145	0.003	0.006	0	48	0.7	2	6.3	38	133	171	2	0	160	159	160	2	1	1
130	0.009	0.011	0.004	24	1.6	0	0	106	76	182	3	1	155	140	148	84	1	1
130	0.012	0.012	0	24	1.4	0	0	74	117	191	3	1	155	154	157	14	0	1
130	0.004	0.009	0.009	25	1.7	0	0	94	76	170	6	0	133	119	121	73	0	1
133	0.002	0.009	0.009	25	1.7	0	0	94	76	170	6	0	133	117	117	77	0	1
132	0.008	0.012	0.005	25	1.5	0	0	115	76	191	3	1	160	138	149	119	1	1
132	0	0.004	0.009	26	2.1	0	0	81	76	157	4	0	86	109	106	110	-1	1
132	0.001	0.007	0.004	28	1.6	4	13.5	92	68	160	6	3	136	132	136	13	1	1
132	0.002	0.008	0.003	22	2.1	0	18.5	105	55	160	4	1	131	131	134	15	1	1
132	0	0.003	0.003	34	1	7	9.4	66	83	149	7	1	136	133	137	7	1	1
132	0	0.004	0.007	35	1.2	10	4.8	72	71	143	7	1	136	131	136	11	1	1
132	0.001	0.004	0.004	28	1.6	4	17.9	97	56	153	9	3	136	130	135	25	1	1
132	0	0.003	0	30	1.1	0	13.7	52	97	149	4	1	133	133	135	3	1	1
132	0.001	0.005	0.004	25	1.9	0	19.7	99	54	153	6	0	133	127	133	34	1	1
132	0	0.01	0	16	2.5	0	33.5	105	54	159	9	1	136	131	134	15	1	1
132	0.001	0.005	0.004	29	1.5	1	16	92	61	153	4	1	133	129	134	23	1	1
132	0	0.006	0.006	26	1.8	0	15	97	53	150	3	3	133	126	132	35	1	1
132	0.001	0.005	0.005	30	1.8	5	19.9	99	52	151	7	0	139	130	137	31	1	1
132	0	0.006	0	35	1.3	0	27.4	71	79	150	4	0	133	135	137	9	1	1
132	0.001	0.006	0.006	28	2.1	6	16.2	101	50	151	11	1	143	129	136	42	1	1
132	0	0.006	0.008	15	3.2	0	16.9	100	50	150	10	2	133	122	130	41	1	1
134	0	0.005	0.006	32	1.2	20	6.4	102	53	155	5	1	136	128	135	30	1	1
134	0	0.004	0.005	27	1.4	18	9.1	89	66	155	6	1	136	128	135	31	1	1
134	0	0.005	0.005	33	1.4	20	9.9	110	53	163	3	1	136	129	136	27	1	1
134	0	0.004	0.007	37	1.1	22	2.9	93	50	143	5	0	138	129	136	31	1	1
134	0	0.007	0.007	20	2.2	3	15.1	113	50	163	7	1	126	120	127	51	1	1
134	0	0.01	0	27	2.8	8	26.1	74	89	163	7	1	138	134	138	13	0	1
134	0	0.007	0.008	20	2.1	0	8.2	115	50	165	7	2	126	117	126	63	0	1
134	0	0.005	0.007	21	1.9	0	8.6	104	50	154	9	2	126	117	127	64	1	1
134	0	0.005	0.008	22	2.1	0	8	111	54	165	5	2	126	118	127	59	0	1
138	0.005	0.003	0.004	33	3.1	0	7.9	59	110	169	3	0	136	145	146	22	0	1
138	0	0.003	0.003	31	3.8	0	6.6	45	107	152	5	1	138	137	139	3	1	1
138	0.009	0.007	0	37	1.5	0	12.3	55	114	169	3	0	150	150	152	8	1	1
138	0.01	0.009	0	42	1.4	0	0	51	120	171	0	1	157	153	155	8	1	1

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