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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	severe_decelerations float64 0 0	prolongued_decelerations float64 0 0.01	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
142	0.004	0.006	0.011	0	0	32	1.8	0	0	115	67	182	2	0	157	133	142	115	1	1
142	0.003	0.005	0.013	0	0	25	2.1	0	0	115	67	182	2	0	143	128	133	83	0	1
145	0	0.001	0	0	0	50	0.7	17	7.3	42	125	167	8	0	153	154	155	2	1	2
145	0.002	0.002	0	0	0	50	0.7	12	6.5	65	103	168	8	0	153	155	156	3	1	2
145	0	0.003	0	0	0	51	0.6	13	8.3	24	141	165	1	0	153	152	153	1	0	2
145	0	0.003	0	0	0	51	0.7	7	8.4	24	141	165	1	0	153	152	153	1	0	2
145	0.005	0.002	0	0	0	46	0.8	0	8.6	67	104	171	4	0	155	153	154	4	1	1
145	0.005	0.003	0	0	0	46	0.8	0	8.4	31	140	171	2	0	153	152	152	3	0	1
145	0.005	0.004	0	0	0	51	0.7	5	7.7	67	104	171	5	0	149	153	154	5	1	1
145	0.004	0.007	0	0	0	55	0.6	8	5.9	27	138	165	5	0	149	150	151	2	0	1
145	0.004	0.006	0	0	0	55	0.6	8	6.6	73	93	166	5	0	149	150	151	1	1	1
145	0	0.008	0	0	0	57	0.6	10	8.2	66	93	159	4	0	149	149	150	1	1	1
142	0.002	0.005	0	0	0	51	0.8	9	9.5	50	112	162	8	0	153	149	151	4	1	2
142	0	0.003	0	0	0	52	0.8	10	11	71	89	160	6	0	153	149	153	5	1	2
142	0.009	0.007	0	0	0	43	0.9	0	6.1	46	127	173	3	0	149	149	150	4	0	1
142	0.013	0.008	0	0	0	41	1	0	0.7	44	134	178	4	0	149	152	152	5	0	1
142	0.008	0.007	0	0	0	44	0.9	0	7	46	127	173	2	0	149	149	150	4	0	1
142	0.002	0.008	0	0	0	48	0.7	0	8.8	39	123	162	3	0	149	147	149	2	0	1
142	0.009	0.009	0	0	0	41	1	0	7.2	41	132	173	3	0	150	150	151	3	0	1
142	0.008	0.006	0	0	0	42	1	0	8.5	61	106	167	2	0	150	149	151	3	1	1
142	0.006	0.007	0	0	0	42	1	0	11.4	97	74	171	6	0	148	148	149	5	1	1
142	0.002	0.007	0	0	0	42	1	0	12.2	61	130	191	4	0	148	147	149	2	-1	1
142	0.006	0.006	0	0	0	41	1	0	10.2	57	111	168	5	0	147	147	149	4	0	1
142	0.01	0.007	0	0	0	40	1	0	2.1	57	111	168	6	0	147	148	149	6	0	1
144	0.005	0.005	0.001	0	0	41	0.9	6	4.9	63	116	179	6	1	155	153	154	5	0	1
144	0.004	0.001	0.001	0	0	40	0.9	5	8.3	97	82	179	7	1	152	153	154	7	1	1
144	0.004	0.005	0.001	0	0	38	1	3	7	63	116	179	3	0	155	153	155	6	0	1
144	0.006	0.004	0	0	0	39	1	5	2.8	43	136	179	1	0	157	157	157	4	0	1
144	0.001	0.005	0	0	0	43	0.8	1	10.2	45	129	174	0	0	155	154	156	2	0	1
144	0	0.005	0	0	0	43	0.7	1	10.2	40	129	169	1	0	157	154	156	3	0	2
144	0.002	0.005	0	0	0	42	0.7	0	10	37	136	173	1	0	155	154	156	2	0	1
144	0	0.006	0	0	0	45	0.7	0	9.8	30	139	169	2	0	157	155	157	2	0	2
144	0.009	0.006	0	0	0	34	1	0	8.7	48	126	174	1	0	153	153	154	5	0	1
144	0.01	0.006	0	0	0	33	1.1	0	5.3	54	120	174	1	0	155	154	155	5	0	1
144	0.01	0.006	0	0	0	38	0.9	0	6	48	126	174	1	0	155	154	155	4	0	1
144	0.011	0.006	0	0	0	43	0.8	0	4.6	40	134	174	2	0	155	154	156	3	0	1
146	0.006	0.004	0	0	0	38	0.9	0	8.4	49	126	175	2	0	157	152	154	6	0	1
146	0.008	0.006	0	0	0	39	0.9	0	4.4	49	126	175	4	0	157	154	156	5	0	1
146	0.006	0.005	0	0	0	37	0.9	0	7.9	49	126	175	2	0	155	152	154	4	0	1
146	0.006	0.003	0	0	0	38	1	0	8.8	49	126	175	3	0	150	152	153	5	0	1
146	0.007	0.004	0	0	0	37	0.9	0	6.9	52	126	178	0	0	155	153	155	4	0	1
146	0.01	0.004	0	0	0	35	1	0	3.4	52	126	178	2	0	155	154	155	4	0	1
147	0.006	0.004	0	0	0	44	0.7	36	3.6	35	143	178	0	0	157	158	159	1	0	1
147	0.008	0.003	0	0	0	41	0.8	15	1.8	35	140	175	0	0	157	157	158	1	0	1
147	0.002	0.006	0	0	0	46	0.6	49	4.8	24	143	167	1	0	160	157	159	1	0	1
147	0	0.005	0	0	0	48	0.6	52	5.2	18	149	167	2	0	160	158	159	0	0	2
147	0.003	0.004	0	0	0	46	0.7	46	5.2	29	144	173	2	0	157	157	159	1	0	1
147	0.001	0.002	0	0	0	46	0.7	41	5.3	23	144	167	1	0	157	157	159	0	0	1
147	0.006	0.006	0	0	0	42	0.9	37	4.9	42	132	174	1	0	157	157	159	1	0	1
147	0.013	0.01	0	0	0	36	1.2	0	4.8	42	132	174	2	0	157	157	158	2	0	1
148	0.003	0.004	0	0	0	44	0.7	6	8.2	28	142	170	1	0	155	155	156	1	0	1
148	0	0.005	0	0	0	49	0.6	1	9.6	21	143	164	0	0	155	154	156	0	0	1
148	0.004	0.005	0	0	0	44	0.8	8	9.4	31	142	173	4	0	157	156	158	1	0	1
148	0.002	0.008	0	0	0	44	0.9	15	9.6	60	135	195	5	0	157	158	158	1	0	2
148	0.004	0.005	0	0	0	40	0.9	8	11.8	47	126	173	5	0	157	156	158	3	0	1
148	0	0.007	0	0	0	41	1	5	13.4	60	135	195	4	1	157	155	158	2	0	2
148	0.003	0.004	0	0	0	42	0.8	20	9.3	45	126	171	2	0	157	155	158	3	1	1
148	0.005	0.002	0	0	0	40	0.9	0	10.6	35	136	171	1	0	153	155	156	4	0	1
148	0.005	0.002	0	0	0	40	0.9	0	10.6	35	136	171	1	0	153	155	156	4	0	1
148	0.001	0.004	0	0	0	46	0.7	54	7.1	45	126	171	3	0	160	158	160	2	1	1
148	0	0.007	0	0	0	37	1.1	3	13	42	126	168	2	0	157	153	156	5	1	1
148	0	0.005	0	0	0	50	0.5	60	4.9	12	151	163	1	0	160	159	160	0	1	1
148	0	0.005	0	0	0	50	0.5	62	4.7	10	153	163	1	0	160	159	161	0	1	2
148	0	0.006	0	0	0	51	0.5	59	4.8	11	152	163	1	0	160	159	161	0	1	1
148	0	0.006	0	0	0	51	0.5	62	4.5	8	155	163	1	0	160	159	161	0	0	2
148	0	0.007	0	0	0	51	0.6	56	4.4	13	152	165	2	0	160	159	161	0	0	1
148	0	0.007	0	0	0	51	0.6	49	4.3	13	152	165	1	0	160	159	160	0	0	1
148	0.005	0.005	0	0	0	27	1.5	8	13	50	129	179	3	0	157	154	157	6	0	1
148	0.006	0.009	0	0	0	21	1.8	0	15.5	56	129	185	2	0	157	155	156	7	0	1
148	0.004	0.005	0	0	0	36	0.8	8	9.4	45	135	180	3	0	157	157	158	3	0	1
148	0	0.003	0	0	0	38	0.9	17	12.2	34	135	169	3	0	157	155	158	3	0	2
148	0.002	0.007	0	0	0	42	0.7	12	7.1	36	144	180	1	0	163	159	161	3	0	1
148	0.004	0.005	0	0	0	37	0.8	0	7.1	39	142	181	1	0	157	157	159	3	0	1
148	0	0.008	0	0	0	44	0.6	16	7.3	20	150	170	2	0	163	161	163	0	0	2
148	0	0.008	0	0	0	44	0.6	19	6.9	19	150	169	1	0	163	161	163	0	0	2
149	0.002	0.009	0.001	0	0	37	1.1	10	6.6	71	104	175	6	0	163	159	163	7	1	2
149	0.001	0.007	0.001	0	0	36	1.4	10	6.7	121	58	179	6	0	163	158	163	11	1	2
149	0.006	0.009	0.001	0	0	34	1.3	1	5.3	75	104	179	8	0	163	161	164	10	1	1
149	0.01	0.01	0.002	0	0	29	1.7	0	1.8	121	58	179	7	0	169	161	166	22	1	1
149	0.009	0.011	0.002	0	0	30	1.5	0	1.8	57	122	179	3	0	169	161	167	19	1	1
149	0.01	0.008	0	0	0	35	1	0	0.5	34	145	179	3	0	169	166	169	5	1	1
132	0.002	0.008	0.001	0	0	43	0.8	0	12.1	55	109	164	3	0	136	135	137	4	0	1
132	0	0.007	0.001	0	0	47	0.7	1	11.2	31	114	145	1	0	136	134	136	2	1	1
132	0	0.008	0	0	0	51	0.6	2	9.6	25	116	141	1	0	136	135	137	1	1	1
132	0.009	0.009	0	0	0	35	1.2	0	12.6	55	109	164	3	0	136	139	140	9	0	1
132	0.013	0.01	0	0	0	30	1.3	0	11.2	69	97	166	2	0	145	142	144	8	1	1
132	0.006	0.008	0.001	0	0.001	30	1.5	0	7.9	102	61	163	4	0	145	124	131	96	1	1
132	0.013	0.011	0	0	0.002	28	1.7	0	0	104	62	166	7	1	145	134	145	76	1	1
132	0.002	0.008	0	0.001	0.001	31	1.4	0	11.5	102	61	163	5	0	99	121	129	94	1	1
132	0	0.006	0	0.001	0.001	32	1.3	0	13.6	91	60	151	1	1	99	116	125	72	1	3
132	0.002	0.009	0.001	0	0.001	34	1.2	0	12.4	106	61	167	3	1	99	124	131	116	1	2
132	0	0.008	0.002	0	0.002	30	1.7	0	0	90	60	150	3	0	99	104	102	33	0	3
132	0	0.011	0.001	0	0	32	1.3	0	14.2	90	60	150	2	3	99	117	125	61	1	3
132	0	0.01	0	0	0	32	1.1	0	15.5	39	111	150	1	0	133	131	132	3	0	1
132	0.007	0.01	0	0	0	33	1.2	0	14	64	103	167	5	0	150	141	141	18	0	1
132	0	0.009	0	0	0	33	1	0	14.5	39	111	150	2	1	133	132	134	3	0	1
132	0.006	0.01	0.001	0	0	32	1.2	0	13.5	72	95	167	4	1	155	142	144	27	1	1
132	0.009	0.011	0	0	0	32	1.3	0	12.3	87	95	182	5	0	155	146	149	15	0	1
132	0.002	0.009	0	0	0.002	30	1.2	0	14.7	58	95	153	3	0	133	128	132	16	0	1
132	0	0.009	0.002	0	0	30	1.2	0	14.6	55	95	150	1	1	133	128	132	12	0	1