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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	fetal_movement float64 0 0.48	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
131	0.014	0.015	0.001	0	29	3.7	0	4.8	120	51	171	11	1	150	144	151	33	1	1
131	0.015	0.017	0.001	0	31	3.2	0	7.1	133	53	186	10	1	150	144	149	25	1	1
130	0.008	0.013	0.004	0	36	1.9	0	20.5	118	54	172	6	0	154	148	154	26	1	1
130	0.008	0.014	0.006	0	34	2.1	0	17.2	118	52	170	5	0	159	146	151	39	1	1
128	0.008	0.014	0.004	0	40	1.1	0	12.7	123	59	182	7	0	129	139	136	25	0	1
128	0.006	0.015	0.004	0	39	1.2	0	12.8	123	59	182	8	0	129	138	135	25	0	1
157	0.008	0.003	0.002	0	49	0.7	0	4.9	39	153	192	0	0	163	166	166	6	-1	1
157	0.006	0.004	0.002	0	50	0.6	0	5.6	39	153	192	1	0	165	166	166	4	-1	1
157	0.009	0.004	0.001	0	48	0.7	0	5.3	39	153	192	1	0	163	167	166	6	-1	1
157	0.008	0	0.003	0	49	0.7	0	3.3	38	154	192	2	0	161	167	166	9	-1	1
154	0.006	0.002	0.003	0	48	0.7	0	7.4	66	123	189	3	2	161	164	164	8	0	1
154	0.007	0.001	0.002	0	45	0.8	0	3.5	47	142	189	2	1	161	166	165	10	0	1
154	0.003	0.003	0.003	0	56	0.6	1	9.2	31	140	171	1	0	161	160	162	2	1	1
154	0.003	0	0	0	56	0.6	0	5.4	26	153	179	1	1	161	161	162	1	-1	2
130	0.008	0.035	0.005	0	43	1	0	5.1	88	71	159	5	1	133	142	142	17	1	1
130	0.006	0.033	0.004	0	46	0.8	0	6.9	88	71	159	3	0	133	141	139	15	1	1
130	0.009	0.029	0.005	0	42	1	0	3.7	105	76	181	3	0	133	141	140	15	0	1
130	0.009	0.041	0.004	0	43	1	0	4.1	110	71	181	3	0	153	143	146	17	1	1
126	0.005	0.024	0.004	0	41	1.3	2	10.7	127	66	193	9	0	129	133	133	11	0	1
126	0.008	0.04	0.005	0	42	1.5	0	7.8	147	51	198	9	0	133	136	134	13	0	1
126	0.002	0.005	0.003	0	40	1.1	4	12.5	86	66	152	3	0	129	129	131	3	1	1
126	0	0	0	0	40	1.1	5	10.1	27	120	147	1	1	129	129	130	1	0	1
158	0.008	0.027	0.002	0	41	0.9	0	13.2	47	151	198	4	0	186	178	180	15	0	1
158	0.01	0.029	0.003	0	41	0.8	0	0	45	153	198	2	0	186	180	183	11	1	1
158	0.01	0.031	0.003	0	40	0.9	0	0	40	158	198	1	0	186	182	186	9	1	1
158	0.012	0.026	0	0	42	0.9	0	2.8	43	151	194	2	0	180	175	178	10	0	1
142	0.015	0.063	0.002	0.001	36	1.9	0	2.5	148	51	199	12	0	180	164	171	53	1	1
142	0.014	0.06	0.003	0	38	1.3	0	0	62	127	189	8	0	180	171	176	22	1	1
142	0.013	0.05	0.002	0	38	1.1	0	0	76	112	188	2	0	176	173	176	11	1	1
142	0.019	0.085	0	0	32	2.3	0	0	144	56	200	10	0	170	158	162	37	1	1
142	0.016	0.071	0	0.002	32	3.1	0	1.6	149	51	200	10	0	167	154	160	55	1	1
142	0.016	0.06	0.004	0	38	1.3	0	0	130	68	198	5	0	180	173	177	14	1	1
137	0.003	0.002	0	0	59	0.8	24	13.4	97	70	167	8	0	143	144	145	5	1	1
137	0	0.001	0	0	60	0.6	22	13.1	96	71	167	3	0	143	144	144	3	1	2
137	0	0	0	0	63	0.5	36	7.5	96	71	167	3	0	143	141	143	1	1	2
138	0.001	0.001	0	0	52	1	18	14.8	102	74	176	8	1	142	141	143	3	1	1
138	0.001	0.001	0	0	55	0.7	22	6.7	102	74	176	4	0	142	141	142	1	0	1
143	0	0.001	0	0	65	0.6	28	14.9	93	72	165	4	0	144	144	146	3	1	2
143	0	0	0	0	66	0.5	28	13.5	93	72	165	4	0	144	144	146	2	1	2
143	0	0	0	0	65	0.5	24	10.4	111	56	167	4	0	143	144	145	1	1	2
145	0.007	0.001	0.001	0	51	0.8	0	8.7	92	74	166	4	0	159	155	157	5	1	1
145	0.003	0.003	0	0	54	0.6	0	6.6	21	145	166	0	0	157	156	158	1	0	2
140	0.001	0	0.001	0	52	0.8	0	16.2	108	57	165	7	0	146	145	147	4	1	1
140	0	0	0.002	0	53	0.7	0	14.8	84	72	156	4	0	143	145	146	3	1	1
145	0	0	0	0.001	66	0.4	31	7.4	30	124	154	4	0	146	145	147	1	1	2
145	0	0	0.002	0	70	0.3	40	5.3	14	139	153	1	0	146	146	147	0	0	2
145	0	0	0	0	63	0.4	23	10.4	31	123	154	4	0	146	144	147	1	1	2
138	0	0.029	0.005	0.002	59	0.5	26	4.9	54	100	154	5	0	147	145	148	3	1	2
141	0	0.002	0.003	0	58	0.5	15	8.1	23	130	153	1	0	144	143	145	1	0	1
141	0	0	0.003	0	61	0.4	22	6.9	19	133	152	1	0	144	143	145	0	0	2
141	0	0.003	0.004	0	60	0.5	22	7.8	25	128	153	1	0	146	144	146	1	1	2
136	0.01	0	0.006	0	35	5.7	0	29.6	148	52	200	5	3	146	150	151	62	1	1
136	0.016	0	0.004	0	35	4.9	0	5.2	148	52	200	11	2	146	159	162	74	1	1
140	0.003	0	0.008	0.003	35	5	0	29.3	126	50	176	10	1	148	143	148	43	1	1
140	0	0	0.008	0.006	35	4	0	23.1	127	50	177	9	1	143	137	143	27	1	1
140	0.006	0	0.008	0	38	5.4	0	34.7	149	50	199	8	1	148	148	151	43	1	1
140	0.003	0	0.008	0.004	38	3.5	0	21.7	127	50	177	5	0	143	141	145	25	1	1
130	0.003	0	0.003	0.002	40	2.9	0	27.3	144	51	195	6	2	133	134	138	27	0	1
130	0.005	0	0.005	0.003	36	2.5	0	8.7	144	51	195	7	2	133	134	134	38	0	1
130	0.004	0	0.004	0.004	35	2.8	0	11.6	144	51	195	8	1	127	133	131	53	0	1
130	0	0	0	0.007	37	1.8	0	3	90	58	148	4	1	127	121	126	21	1	1
128	0.001	0	0.01	0.003	37	2.8	0	16	136	55	191	9	1	129	130	129	37	0	1
128	0	0	0.01	0.005	46	2.1	0	11.6	114	50	164	8	1	129	123	128	17	1	1
128	0.002	0	0.012	0.003	30	3.1	0	14.9	141	50	191	10	0	125	133	128	69	0	1
128	0.002	0	0.011	0.002	28	3.4	0	20	137	54	191	9	1	125	137	130	79	0	1
128	0.007	0	0.005	0.003	45	2.8	2	10.4	128	51	179	9	1	133	132	135	24	0	1
128	0.007	0	0.004	0.005	43	2.5	0	3.9	149	50	199	11	1	133	130	133	21	0	1
128	0.007	0	0.007	0.003	50	1.9	4	5.9	141	51	192	8	0	133	133	136	15	0	1
128	0.008	0	0.008	0.006	42	2.4	0	4.5	149	50	199	12	2	133	130	133	24	0	1
128	0.007	0	0.008	0.005	36	3.4	0	15.2	145	53	198	6	2	133	136	134	65	0	1
128	0.001	0	0.007	0.006	39	2.7	0	18.9	128	51	179	6	0	133	125	130	24	0	1
128	0.007	0	0.006	0.004	36	3.8	0	20.5	148	51	199	7	1	133	141	136	83	0	1
128	0.007	0	0.007	0.004	36	3.8	0	18.5	145	53	198	7	2	133	139	135	79	0	1
128	0.009	0	0.007	0.002	37	4.1	0	26.3	147	52	199	7	1	133	147	140	100	0	1
128	0.013	0	0.003	0.003	34	4.9	0	16	147	52	199	7	2	133	155	163	137	1	1
128	0	0	0.008	0.007	38	2.6	0	14.8	128	51	179	5	1	133	124	129	25	0	1
128	0.003	0	0.007	0.005	39	2.6	0	17.1	128	51	179	7	0	133	126	132	22	0	1
136	0.004	0.001	0	0.001	69	0.8	0	17.2	126	54	180	5	0	140	139	141	7	1	1
120	0.003	0.008	0.004	0	41	1.1	0	9.2	71	105	176	6	0	123	131	127	30	-1	1
120	0	0	0.003	0	45	0.8	0	11.2	27	109	136	2	0	123	124	126	2	0	1
120	0.003	0	0.003	0	37	1.1	0	9.6	25	112	137	1	0	127	127	129	2	0	1
120	0.003	0.008	0.004	0	41	1.1	0	9.9	67	105	172	4	0	123	127	126	16	-1	1
120	0.003	0.003	0.003	0	40	1	0	8.7	64	112	176	4	0	123	132	128	31	-1	1
120	0.003	0.006	0.004	0	42	1	0	9.4	67	109	176	7	0	123	131	127	31	-1	1
120	0.001	0.008	0.003	0.001	42	1.1	0	12.9	116	54	170	10	0	115	118	117	14	0	1
120	0	0.006	0.003	0.002	45	0.9	0	9.9	39	102	141	3	0	115	114	116	1	0	1
120	0	0.006	0.006	0	40	1.1	0	14	29	106	135	1	0	121	119	121	3	0	1
120	0.003	0.02	0.004	0	36	1.5	0	13.5	112	62	174	6	0	119	129	125	42	0	1
120	0	0.01	0.004	0	38	1.3	0	15.8	59	103	162	6	0	119	118	120	4	-1	1
120	0	0.005	0.003	0	38	1.3	0	16	59	103	162	4	0	119	120	121	4	-1	1
120	0.006	0.027	0.006	0	35	1.7	0	9.6	127	62	189	7	0	125	136	132	49	0	1
120	0.006	0.017	0.009	0	35	1.5	0	14.9	78	96	174	5	1	161	142	139	70	0	1
120	0.008	0.018	0.008	0	35	1.6	0	2.1	96	78	174	7	0	161	141	138	75	0	1
120	0.004	0.01	0.004	0	37	1.5	0	11.3	96	78	174	4	0	119	132	128	51	0	1
148	0.002	0.004	0.003	0	77	0.5	3	9.6	32	140	172	2	0	150	152	153	2	0	1
148	0	0.003	0.004	0	79	0.4	4	10	20	140	160	1	0	150	151	153	1	0	2
148	0	0.002	0.005	0	82	0.4	5	8.4	18	142	160	0	0	150	151	151	0	0	3
148	0	0.003	0.005	0	77	0.5	4	10.2	32	140	172	1	0	150	150	151	1	-1	3
148	0	0.004	0.005	0	78	0.5	4	10	32	140	172	1	0	150	150	151	1	-1	2
148	0	0.004	0.004	0	75	0.6	0	10.7	32	140	172	1	0	150	150	151	0	-1	2

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