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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	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
138	0	0	0.005	0	0	36	2.4	0	16	78	114	192	6	1	160	157	160	14	0	2
138	0	0	0.004	0	0	19	2.2	0	17.8	45	110	155	3	0	144	141	143	6	1	1
138	0.001	0	0.003	0	0	32	3.2	0	15.2	68	124	192	4	1	160	158	159	11	0	2
138	0.005	0	0.002	0	0	18	4.2	0	17.2	62	114	176	4	0	157	149	151	13	0	1
140	0	0	0.006	0	0	42	1.4	16	11.1	48	124	172	1	0	151	150	151	4	0	2
140	0	0	0.004	0	0	48	0.9	21	9.5	37	135	172	2	1	151	152	152	3	0	2
137	0.002	0.048	0.004	0.004	0	62	2.6	0	3.2	91	81	172	7	0	140	122	142	8	0	1
133	0.006	0.043	0.003	0.001	0	64	2	0	4.5	64	96	160	3	0	142	130	142	3	1	1
134	0.004	0.032	0.004	0.001	0	65	2.3	0	1.3	34	127	161	1	0	138	129	140	3	-1	1
144	0	0.04	0.001	0.007	0	65	3.3	0	2.7	89	74	163	3	0	147	109	149	17	1	1
136	0.004	0.051	0.004	0.002	0	63	1.8	0	6.4	76	96	172	8	0	142	132	143	5	0	1
133	0.005	0.036	0.004	0.001	0	65	2.5	0	1.6	34	127	161	1	0	138	127	140	3	-1	1
135	0.002	0.037	0.003	0.001	0	65	2	0	5.2	65	96	161	3	0	138	130	141	3	1	1
137	0.002	0.05	0.001	0.002	0	64	1.9	0	6.9	76	96	172	4	0	142	130	143	5	0	1
133	0.006	0.035	0.003	0.001	0	65	2.7	0	1.1	35	126	161	2	0	138	126	140	3	0	1
144	0.001	0.049	0.001	0.009	0	65	3.6	0	1.7	143	67	210	7	1	145	108	149	38	0	1
144	0.003	0.049	0.002	0.006	0.001	66	3.4	0	0.3	113	67	180	7	0	141	110	147	89	1	1
142	0.004	0.041	0.003	0.004	0.001	66	3.2	0	0.5	106	69	175	10	0	138	112	146	98	1	1
142	0.003	0.05	0.002	0.006	0.001	66	3.3	0	0.3	113	67	180	7	0	141	111	147	90	1	1
142	0.003	0.048	0.003	0.006	0.001	66	3.5	0	0.3	143	67	210	7	0	142	108	147	85	0	1
142	0.002	0.054	0.001	0.007	0	64	4	0	0.4	143	67	210	9	2	142	109	150	54	0	1
143	0.002	0.052	0.001	0.008	0	64	3.8	0	1.3	143	67	210	10	2	145	111	149	49	0	1
134	0.001	0.002	0.006	0.006	0	65	1.5	5	6.9	95	65	160	5	0	135	128	137	33	1	1
126	0.013	0.002	0.007	0.001	0	53	2.5	0	0.3	85	84	169	3	0	135	133	140	13	0	1
126	0.012	0.002	0.007	0.001	0	53	2.6	0	0.2	86	84	170	5	0	135	134	140	12	0	1
127	0.009	0	0.007	0.001	0	53	2.7	0	4.3	111	71	182	6	1	139	124	139	15	0	1
123	0.012	0.003	0.006	0	0	55	2.2	0	2.4	75	85	160	8	0	135	132	136	8	1	1
123	0.011	0.002	0.003	0	0	55	2.1	0	1.1	75	85	160	6	0	133	133	136	8	1	1
123	0.01	0.001	0.004	0	0	55	2.1	0	0	77	85	162	4	0	140	134	139	10	1	1
123	0.01	0.002	0.007	0	0	53	3.4	0	0	109	84	193	6	1	146	129	146	15	0	1
123	0.01	0.001	0.003	0	0	55	2	0	1.1	75	85	160	6	0	140	134	138	10	1	1
130	0.004	0	0.011	0.002	0	52	2.7	0	2.2	89	76	165	5	0	139	129	135	20	0	1
130	0.002	0.001	0.009	0.001	0	52	2.7	0	4.6	88	77	165	6	0	139	130	136	15	0	1
130	0.001	0.002	0.008	0.002	0	53	2.8	0	7.1	62	95	157	5	0	138	131	136	9	0	1
130	0.002	0.004	0.007	0.003	0	52	3	0	5.6	69	87	156	4	0	139	129	135	15	1	1
130	0.003	0.005	0.006	0.003	0	52	3	0	3.3	76	87	163	6	0	139	130	136	15	0	1
130	0.004	0.006	0.005	0.002	0	51	2.8	0	4.2	76	87	163	5	0	135	131	136	11	0	1
130	0.012	0	0.007	0	0	50	1.4	0	2.8	68	104	172	4	1	144	142	144	10	0	1
130	0.009	0.001	0.004	0.001	0	52	1.3	0	2.4	99	73	172	6	0	144	141	144	16	1	1
130	0.007	0.001	0.002	0.004	0	52	1.6	0	4.2	106	73	179	7	0	144	138	143	29	0	1
130	0.006	0.002	0.002	0.004	0	53	1.7	0	2	106	73	179	7	0	144	137	141	31	0	1
130	0.007	0.002	0.002	0.005	0	51	1.9	0	5.8	125	73	198	5	0	131	137	140	51	0	1
130	0.005	0.001	0.003	0.006	0	51	1.9	0	4.9	125	73	198	6	0	131	137	140	56	0	1
130	0.008	0.001	0.002	0.004	0	51	1.8	0	6.5	118	77	195	7	0	131	137	141	47	0	1
130	0.01	0	0.009	0.004	0	49	1.5	0	10.3	114	84	198	7	0	150	141	145	50	0	1
130	0.009	0	0.005	0.005	0	51	1.5	0	5	101	77	178	7	0	130	135	137	39	0	1
130	0.008	0.001	0.006	0.005	0	52	1.7	0	0.3	101	77	178	3	0	135	134	137	48	0	1
130	0.008	0.001	0.004	0.004	0	51	1.6	0	4.2	109	77	186	4	0	144	138	143	38	0	1
132	0.008	0	0.009	0.012	0	55	2.7	0	0	123	60	183	5	0	144	118	142	100	1	1
132	0.007	0	0.01	0.012	0	56	2.9	0	0	126	60	186	7	0	144	114	139	103	0	1
132	0.008	0	0.008	0.013	0	55	2.7	0	0	116	70	186	3	0	144	116	137	103	0	1
132	0.007	0	0.01	0.011	0	56	2.8	0	0	116	70	186	5	0	106	115	133	113	-1	1
132	0.005	0	0.011	0.014	0	58	2.9	0	0	115	63	178	4	0	112	110	121	64	0	1
114	0	0	0.008	0	0	65	0.4	0	11.5	22	104	126	1	0	115	115	116	0	0	1
114	0	0	0.009	0	0	65	0.5	0	12	24	102	126	1	0	115	115	116	1	0	1
114	0	0	0.008	0	0	64	0.5	0	12.2	25	100	125	1	0	115	114	116	1	0	1
114	0	0	0.008	0	0	64	0.5	0	12.4	26	100	126	1	0	115	114	116	1	0	1
114	0	0	0.008	0	0	65	0.5	0	11.6	23	102	125	1	0	115	115	116	0	0	1
114	0.003	0	0.007	0	0	61	1.3	0	16.2	57	91	148	2	0	113	113	114	10	0	1
106	0.011	0	0.009	0	0	62	1.4	0	12.7	54	94	148	5	0	107	117	116	32	-1	1
106	0	0	0.01	0	0	63	0.6	0	14.1	28	95	123	1	0	110	109	111	2	0	1
106	0	0	0.01	0	0	63	0.6	0	13.5	28	95	123	1	0	112	109	111	2	0	1
106	0.001	0	0.011	0	0	63	0.6	0	11.5	30	95	125	1	0	112	110	112	1	0	1
106	0	0	0.01	0	0	63	0.6	0	12.4	27	95	122	1	0	112	110	112	1	0	1
106	0	0	0.009	0	0	64	0.6	0	10.4	20	102	122	1	0	111	111	112	0	0	1
106	0.006	0	0.006	0	0	64	0.7	0	12.6	54	100	154	3	0	112	116	114	14	-1	1
110	0.002	0	0.007	0.001	0	62	0.9	0	11.8	64	92	156	5	0	112	113	113	12	-1	1
110	0.003	0	0.006	0.001	0	61	0.9	0	10.8	64	92	156	3	0	112	112	111	16	-1	1
110	0.002	0	0.007	0.001	0	63	0.8	0	10.9	64	92	156	3	0	112	113	113	14	-1	1
110	0.003	0.001	0.005	0.001	0	64	0.9	0	10.6	65	92	157	6	0	110	114	113	21	-1	1
110	0	0	0.005	0	0	64	0.6	0	12	30	98	128	1	0	110	111	112	1	0	1
110	0.004	0.001	0.002	0.001	0	65	1.1	0	9.3	88	90	178	5	0	109	113	112	24	-1	1
110	0.005	0.001	0.008	0.001	0	63	1.6	0	8.5	88	90	178	3	0	109	114	112	34	-1	1
110	0.007	0.001	0.009	0.001	0	63	1.9	0	7.2	88	90	178	4	0	107	115	114	48	-1	1
110	0.003	0	0.006	0.004	0	64	1.7	0	6.3	176	62	238	13	1	107	103	107	35	-1	1
110	0.003	0	0.003	0.001	0	64	1.6	0	6.8	116	62	178	12	1	107	105	108	37	0	1
110	0.003	0	0.007	0.004	0	63	2.4	0	1.8	176	62	238	10	1	98	101	105	59	-1	1
110	0.004	0	0.009	0.005	0	63	2.7	0	1.8	176	62	238	9	0	95	98	106	61	-1	1
110	0.003	0	0.008	0.004	0	64	2.1	0	5.6	176	62	238	10	0	107	101	108	33	-1	1
110	0.004	0.001	0.009	0.004	0	64	2.2	0	5.3	176	62	238	7	0	107	103	109	42	-1	1
110	0.004	0.001	0.009	0.003	0	64	1.8	0	6.8	176	62	238	7	0	110	106	110	36	-1	1
110	0.003	0.002	0.006	0.007	0.002	68	3.1	0	0	133	60	193	8	0	91	83	95	42	-1	3
110	0.004	0	0.009	0.007	0.002	68	3	0	0	133	60	193	7	0	91	87	95	41	-1	3
110	0.003	0.002	0.007	0.007	0.002	68	3	0	0	133	60	193	6	0	91	84	94	45	-1	3
110	0.002	0.003	0.002	0.009	0.002	68	3.2	0	0	124	63	187	6	1	91	78	94	39	-1	3
110	0.004	0.002	0.005	0.008	0.001	67	3.3	0	0	130	63	193	5	0	88	85	97	59	-1	3
110	0.003	0.002	0.006	0.006	0.002	68	3.1	0	0	133	60	193	8	0	91	82	95	42	-1	3
137	0.014	0	0.007	0.003	0	53	2.7	0	0.3	136	52	188	9	2	160	142	163	42	1	1
137	0.013	0	0.007	0.003	0	54	2.8	0	4.8	136	52	188	9	2	164	141	165	48	1	1
137	0.013	0	0.006	0.004	0	56	2.4	0	0.4	136	52	188	5	0	160	141	161	51	1	1
137	0.012	0	0.003	0.004	0	56	2.1	0	0.2	136	52	188	3	0	160	144	161	39	1	1
137	0.014	0	0.003	0.004	0	57	1.8	0	0.2	136	52	188	7	0	146	145	161	46	1	1
137	0.014	0	0.003	0.005	0	57	1.8	0	0.4	136	52	188	7	1	146	142	157	53	1	1
137	0.012	0	0.003	0.004	0	56	2.2	0	0.4	136	52	188	4	0	160	141	159	59	1	1
137	0.012	0	0.003	0.004	0	58	1.7	0	1.7	136	52	188	7	1	149	145	158	44	1	1
137	0.011	0	0.006	0.004	0	57	1.6	0	7.6	136	52	188	5	1	148	146	158	42	1	1
137	0.01	0	0.006	0.004	0	56	1.6	0	7.1	136	52	188	5	0	148	143	157	59	1	1
137	0.009	0.001	0.005	0.003	0	58	1.5	0	5.4	109	69	178	2	0	146	143	150	52	1	1
137	0.008	0.001	0.005	0.003	0	58	1.6	0	5.6	109	69	178	5	0	148	143	151	55	1	1
137	0.006	0.002	0.005	0.003	0	58	1.5	0	5.2	109	69	178	5	1	148	143	150	49	1	1