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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
150	0	0	0	0	53	0.5	62	4.5	14	151	165	0	0	161	159	161	1	0	2
150	0	0	0	0.003	47	1.1	15	7.1	136	61	197	5	0	159	154	157	8	1	1
151	0	0	0	0	48	0.6	68	4	8	154	162	0	0	159	158	160	0	0	2
151	0	0	0	0	47	0.7	70	3.9	8	154	162	0	0	159	158	160	0	0	3
150	0	0	0	0.003	73	0.9	47	4.8	148	51	199	8	0	154	150	155	29	1	2
150	0	0	0	0.005	70	1.4	48	4.4	149	51	200	10	0	154	147	155	54	1	2
150	0	0	0	0	78	0.2	51	4.8	11	146	157	1	0	154	153	155	0	1	2
150	0	0	0	0	76	0.3	31	5.4	11	146	157	1	0	154	153	155	0	1	2
150	0	0	0	0.001	76	0.2	43	5.2	35	123	158	1	0	154	153	155	1	1	2
150	0	0	0	0	78	0.2	50	4.8	12	146	158	0	0	154	154	155	0	1	2
147	0	0	0.001	0	66	0.4	16	7.4	80	74	154	1	0	148	146	148	1	1	2
147	0	0	0.002	0.002	71	0.3	17	5.8	15	139	154	0	0	143	145	146	1	0	2
147	0	0	0	0	60	0.4	12	5.5	10	144	154	0	0	150	149	150	0	0	2
147	0	0	0	0	63	0.4	12	8.1	80	74	154	1	0	148	147	149	1	1	1
135	0.002	0	0.001	0	59	0.6	4	9.3	118	70	188	3	0	140	140	141	3	0	1
135	0	0	0	0	55	0.6	0	7.4	21	131	152	2	0	135	139	141	4	0	1
135	0.002	0	0	0	63	0.5	8	5.4	33	133	166	1	0	141	142	143	1	-1	2
137	0.001	0	0.001	0	68	0.4	47	5.8	65	135	200	3	0	143	143	144	1	-1	2
137	0	0	0	0	74	0.3	71	4	13	135	148	1	0	140	141	142	1	0	3
137	0.002	0	0.002	0	63	0.5	9	7.8	75	125	200	4	0	146	144	146	2	-1	2
137	0.001	0	0	0	70	0.4	48	4.7	66	134	200	3	0	140	142	143	3	-1	2
143	0	0	0.003	0	65	0.6	14	13.3	38	120	158	5	0	145	145	146	2	0	2
143	0	0	0.003	0	64	0.6	26	11.6	85	73	158	7	1	146	145	147	2	1	2
143	0	0	0.002	0	65	0.5	0	9.2	23	129	152	2	1	143	143	145	1	0	2
143	0	0	0.002	0	65	0.6	7	12.9	29	129	158	4	1	150	145	146	5	0	2
156	0	0.002	0.005	0	53	0.6	6	10.8	27	141	168	2	1	163	159	161	2	1	1
156	0	0.001	0.005	0	53	0.8	3	19.7	91	102	193	3	0	161	159	161	3	0	1
120	0.013	0.006	0.003	0	40	1.3	0	7.1	89	68	157	5	1	133	134	136	9	1	1
121	0.012	0.009	0.001	0	39	1.3	0	6.6	98	102	200	7	1	133	131	132	8	-1	1
121	0.011	0.007	0.001	0	39	1.3	0	6.9	132	68	200	8	1	133	132	134	8	0	1
121	0.011	0.005	0.002	0	39	1.2	0	7.5	86	68	154	7	1	133	133	135	8	1	1
125	0.008	0	0	0	41	1.2	0	11.4	63	98	161	4	0	138	135	137	6	0	1
125	0.011	0	0	0	37	1.6	0	12.2	126	68	194	3	1	127	133	134	12	0	1
125	0.007	0	0	0	44	0.9	0	7.7	38	118	156	3	0	138	137	139	3	0	1
151	0	0	0.006	0.006	63	1.3	21	8.2	150	50	200	8	3	156	149	156	44	1	2
151	0	0	0.008	0.005	60	0.9	17	3.4	124	50	174	8	0	156	148	155	37	1	2
151	0	0	0.006	0.006	64	1.1	26	3	150	50	200	11	2	156	150	156	38	1	2
151	0	0	0.008	0.005	61	1.3	15	10.5	150	50	200	8	1	156	148	155	42	1	2
151	0	0	0.006	0.004	57	2.6	16	28.4	149	51	200	12	8	156	150	157	56	1	2
151	0	0	0.006	0.006	53	2.9	3	21.4	149	51	200	11	7	156	147	155	75	1	2
142	0.001	0.003	0.001	0.002	55	1.3	10	15.5	115	52	167	12	3	148	143	147	17	1	1
142	0.001	0.003	0.001	0.002	55	1.3	10	10	115	52	167	15	3	148	142	147	20	1	1
144	0	0.003	0	0.001	60	0.6	7	8.5	110	57	167	3	0	144	149	149	10	1	2
144	0	0.003	0	0	61	0.4	8	6.7	16	140	156	0	0	148	147	149	0	0	2
144	0	0.003	0	0	58	0.5	5	7.8	26	141	167	1	0	147	151	151	6	-1	2
142	0	0.004	0	0	68	0.3	39	6.7	15	136	151	1	0	142	142	143	0	0	2
142	0	0.006	0	0	69	0.3	39	6.5	14	137	151	1	0	142	142	143	0	0	2
142	0	0.004	0	0	68	0.3	38	6.7	15	136	151	1	0	142	142	143	0	0	2
135	0.004	0.003	0	0	59	0.5	13	6.6	95	70	165	5	0	142	141	143	2	1	1
135	0.001	0.002	0	0	58	0.6	15	8	95	70	165	5	0	139	140	141	2	1	1
135	0	0.003	0	0	59	0.5	16	8.5	40	113	153	4	0	139	139	140	1	0	1
135	0.007	0.003	0	0	58	0.6	3	3.9	95	70	165	5	0	142	143	144	2	1	1
127	0.01	0.006	0.004	0	43	1.9	0	18.5	124	60	184	10	0	133	137	138	16	0	1
133	0	0.003	0.002	0	55	0.5	16	9.2	22	125	147	1	0	137	136	137	1	0	1
133	0	0.003	0.003	0	58	0.5	17	8.9	22	125	147	2	0	136	136	137	1	0	1
133	0	0.004	0.001	0	53	0.6	13	9.9	22	125	147	2	0	137	136	137	1	0	1
131	0.007	0.054	0.005	0.001	34	2.2	0	19	107	52	159	2	0	133	135	137	22	1	1
141	0.006	0	0.001	0	42	1.8	0	15.5	116	70	186	8	1	153	151	152	14	1	1
141	0.004	0	0	0	45	1.1	0	16.1	100	70	170	1	0	153	151	152	7	1	1
141	0.008	0	0.002	0	46	0.8	4	10.2	98	69	167	3	0	143	146	146	6	1	1
120	0.003	0.002	0.002	0	62	0.4	13	7.9	35	106	141	2	0	120	122	122	3	0	1
120	0	0.002	0	0	69	0.3	21	7	19	114	133	2	0	120	120	121	0	-1	2
120	0.004	0.001	0.003	0	56	0.5	0	8.8	35	106	141	1	0	125	125	126	3	0	1
120	0.006	0.001	0.001	0	51	1.3	3	11.1	113	59	172	16	1	117	127	129	23	0	1
120	0.003	0	0.002	0	53	0.8	3	10.1	93	71	164	7	0	117	127	128	21	0	1
144	0	0.002	0.001	0.001	78	0.6	23	11	126	74	200	5	0	146	145	147	3	0	2
144	0	0.001	0.001	0	83	0.3	31	5.8	38	132	170	2	0	144	144	145	0	-1	3
144	0	0.002	0.002	0	84	0.3	31	5.7	38	132	170	2	0	144	143	145	0	-1	3
144	0	0.002	0.002	0	84	0.3	34	5.5	38	132	170	2	0	144	143	145	0	-1	3
151	0	0.002	0	0	81	0.4	28	6.6	34	130	164	2	0	152	152	153	1	0	3
151	0	0.002	0	0	81	0.4	29	6.4	30	130	160	2	0	152	151	153	1	1	3
150	0	0.004	0	0	82	0.4	38	5.2	12	148	160	0	0	152	154	155	1	0	3
150	0	0	0.001	0	81	0.4	17	7.1	44	130	174	2	0	152	150	151	1	0	3
150	0	0.003	0	0	80	0.4	24	8.5	52	124	176	1	0	150	152	153	2	0	3
150	0	0.001	0	0	84	0.3	32	6.2	20	136	156	0	0	150	150	151	1	1	3
150	0	0.002	0	0	84	0.3	37	5.2	16	140	156	0	0	150	150	151	0	0	3
145	0	0	0.001	0.001	62	0.5	8	10.1	87	70	157	1	1	148	145	148	4	1	2
145	0	0	0	0	66	0.4	9	7.7	22	135	157	1	0	148	148	149	0	0	2
145	0	0	0.001	0.001	60	0.5	5	7.5	46	111	157	1	1	148	146	148	4	1	2
145	0	0	0	0.002	57	0.5	0	7.3	46	111	157	1	1	150	146	149	6	1	1
140	0	0	0.001	0	60	0.8	32	11.2	120	79	199	9	0	141	141	142	3	0	2
140	0	0	0	0	64	0.5	37	7.6	76	84	160	5	0	141	140	142	1	1	2
139	0.002	0.007	0	0	55	0.8	8	8.9	63	127	190	7	1	144	146	147	4	-1	2
139	0.001	0.011	0	0	54	0.9	3	9.4	121	55	176	6	1	154	147	148	9	1	2
143	0	0.002	0.001	0	61	0.6	17	14.4	84	74	158	10	1	145	144	146	3	1	2
143	0	0.001	0	0	64	0.4	19	6.5	17	137	154	2	0	144	144	145	0	0	2
127	0.008	0.003	0	0.001	35	1.2	0	5.1	119	62	181	6	0	133	138	134	27	0	1
127	0.009	0.005	0	0	35	1.2	0	3.1	120	62	182	6	0	133	139	135	26	0	1
127	0.006	0	0	0.002	33	1.3	0	6.9	96	79	175	4	0	129	135	133	27	0	1
127	0.01	0.003	0	0	34	1.2	0	3.6	119	62	181	6	0	133	139	135	26	0	1
120	0.011	0.058	0.001	0	35	2.4	0	11.4	121	55	176	10	0	167	149	157	72	1	1
120	0.011	0.052	0	0	33	2.7	0	10.4	142	51	193	9	0	167	148	156	76	1	1
120	0.012	0.085	0.001	0	36	2.1	0	0.9	140	53	193	13	0	167	151	158	56	1	1
120	0.009	0.091	0.002	0	36	1.8	0	10.9	124	53	177	6	0	163	152	160	42	1	1
127	0.014	0.026	0.002	0	35	2.2	0	5.7	113	61	174	13	1	133	143	143	39	1	1
127	0.011	0.033	0.002	0	38	1.4	0	7.2	113	61	174	6	1	129	144	141	45	1	1
130	0.014	0.092	0.001	0	32	2.4	0	9.5	120	50	170	10	0	159	150	155	27	1	1
130	0.016	0.084	0.002	0	34	2.1	0	3	132	50	182	8	0	159	151	155	25	1	1
130	0.015	0.115	0	0	31	2.6	0	14	120	50	170	12	0	157	151	156	24	1	1
130	0.014	0.084	0.001	0	34	2.1	0	5.6	132	50	182	10	0	159	150	155	26	1	1