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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
143	0	0	0.004	0	0	66	0.4	5	10	24	134	158	1	0	144	144	145	1	0	1
143	0	0	0.004	0	0	66	0.4	4	9.9	22	132	154	0	0	144	143	145	1	0	1
143	0	0	0.003	0	0	67	0.4	6	9.6	26	133	159	1	0	144	144	145	1	0	1
143	0	0	0.003	0	0	67	0.3	6	9.6	24	134	158	1	0	144	144	146	1	0	1
143	0	0	0.002	0	0	68	0.3	5	9.4	23	135	158	1	0	144	144	145	1	0	1
143	0	0	0.001	0	0	68	0.3	5	9.4	26	133	159	1	0	144	144	145	1	0	1
143	0	0	0.001	0	0	68	0.3	6	9.6	27	132	159	1	0	144	144	146	1	0	1
143	0	0	0.001	0	0	69	0.3	6	9.7	25	133	158	1	0	145	144	146	1	0	1
143	0	0	0.001	0	0	69	0.3	6	9.4	27	132	159	1	0	145	144	146	1	0	1
143	0	0	0.001	0	0	69	0.3	8	9.9	27	132	159	1	0	146	145	146	1	0	1
143	0	0	0.003	0	0	67	0.3	4	10.5	25	133	158	1	0	146	145	147	1	0	1
143	0	0	0.006	0	0	67	0.4	4	13.3	56	106	162	3	1	146	145	147	2	1	1
143	0	0	0.003	0	0	68	0.3	5	10.3	27	132	159	1	0	146	145	147	1	0	1
143	0	0	0.007	0	0	66	0.4	4	13.6	56	106	162	4	1	146	145	147	2	1	1
143	0	0	0.003	0	0	66	0.4	4	12.4	56	106	162	4	1	145	144	146	1	1	1
139	0.012	0.001	0.006	0	0	53	1.4	0	18.1	108	96	204	5	0	144	153	152	47	0	1
139	0.009	0	0.007	0	0	54	1	0	18.1	85	96	181	5	0	148	147	148	12	0	1
139	0.009	0	0.006	0	0	54	1	0	18.9	93	96	189	6	0	144	150	150	25	0	1
139	0.011	0.001	0.007	0	0	53	1.5	0	21	107	97	204	7	0	152	155	153	39	0	1
139	0.011	0.001	0.005	0	0	52	1.6	0	20	107	97	204	8	0	138	155	153	77	0	1
141	0.006	0	0.006	0	0	58	1.3	0	5.7	78	94	172	6	1	142	142	147	8	0	1
141	0.001	0	0.007	0	0	65	0.5	1	11.7	24	133	157	1	0	150	147	149	2	1	1
141	0.001	0	0.008	0	0	67	0.4	0	11.2	24	133	157	0	0	150	147	149	1	1	1
133	0.002	0.001	0.009	0.003	0	56	2.2	0	7.2	90	71	161	2	1	139	120	139	19	1	1
133	0.003	0.001	0.01	0.004	0	57	1.9	0	6.2	90	71	161	7	1	140	124	140	20	1	1
140	0	0.002	0.004	0.008	0	62	1.4	0	4.9	93	66	159	5	1	142	134	144	30	1	1
140	0	0.001	0.003	0.007	0	62	1.2	0	3.9	93	66	159	5	2	142	136	144	26	1	1
140	0	0.001	0.002	0.008	0	61	1.3	0	3.9	93	66	159	7	1	142	135	144	24	1	1
140	0	0.001	0.003	0.008	0	61	1.3	0	4	94	65	159	6	1	142	134	143	25	1	1
140	0	0.002	0.002	0.008	0	61	1.4	0	4.8	96	63	159	6	0	142	133	143	29	1	1
140	0	0.001	0.002	0.008	0	60	1.3	0	3.9	94	65	159	7	1	142	134	143	27	1	1
140	0	0.002	0.002	0.008	0	60	1.4	0	4.7	96	63	159	8	1	142	133	143	29	1	1
140	0	0.002	0.003	0.008	0	60	1.5	0	6.2	105	63	168	8	1	142	125	143	26	1	1
140	0	0.001	0.003	0.008	0	60	1.5	0	6.5	105	63	168	8	0	142	124	142	25	1	1
140	0	0.001	0.003	0.007	0	61	1.4	0	10	105	63	168	8	0	142	125	143	23	1	1
140	0	0.003	0.003	0.008	0	60	1.8	0	8.4	107	52	159	7	0	142	124	141	34	1	1
140	0	0.004	0.002	0.007	0	59	1.8	0	8.8	102	52	154	5	0	142	122	141	34	1	1
137	0	0.004	0.002	0.006	0	59	2	0	9.8	116	52	168	6	1	142	121	141	34	1	1
137	0	0.004	0.002	0.007	0	59	1.8	0	8.6	102	52	154	10	1	142	123	141	35	1	1
137	0.002	0.005	0.003	0.006	0	58	1.9	0	7.8	116	52	168	9	2	142	130	139	38	1	1
137	0.002	0.004	0.01	0.007	0	58	1.8	0	5.5	116	52	168	7	1	139	130	139	32	1	1
137	0.002	0.004	0.007	0.006	0	58	1.9	0	3.9	109	52	161	8	2	139	132	140	28	1	1
137	0.002	0.002	0.007	0.006	0	58	1.8	0	5.9	106	60	166	6	0	139	133	141	22	1	1
137	0	0.001	0.006	0.004	0	59	1.9	0	6.5	102	64	166	5	1	139	133	140	14	1	1
137	0	0.001	0.007	0.004	0	59	1.8	0	6.4	102	64	166	5	1	139	133	140	13	1	1
137	0	0	0.008	0.005	0	59	1.8	0	7.2	102	64	166	7	1	142	133	140	18	1	1
137	0	0	0.007	0.004	0	59	1.8	0	6.6	102	64	166	8	2	142	134	140	16	1	1
137	0	0	0.007	0.003	0	58	1.9	0	6.5	102	64	166	10	2	142	134	141	14	1	1
137	0	0.001	0.006	0.003	0	59	1.8	0	6.5	102	64	166	5	2	142	134	140	14	1	1
138	0.01	0	0.004	0.001	0	51	1.2	0	1.8	98	73	171	9	0	148	145	147	14	1	1
138	0.009	0	0.003	0.001	0	51	1.3	0	2	98	73	171	8	0	148	145	147	16	1	1
138	0.009	0	0.008	0.001	0	51	1.2	0	3.1	98	73	171	9	0	148	145	148	14	1	1
138	0.012	0	0.007	0.001	0	50	1.2	0	1.4	98	73	171	7	0	148	146	148	11	1	1
138	0.011	0	0.007	0.001	0	50	1.2	0	1.6	98	73	171	7	0	148	146	148	12	1	1
138	0.012	0	0.006	0.001	0	51	1.2	0	1.6	98	73	171	8	0	148	147	149	12	1	1
138	0.013	0	0.007	0.001	0	51	1.2	0	1.7	98	73	171	7	0	148	147	149	12	1	1
138	0.014	0	0.004	0	0	51	1.1	0	2.1	49	122	171	3	0	148	148	149	6	0	1
138	0.014	0	0.006	0	0	51	0.9	0	0.6	49	122	171	2	0	147	149	149	5	0	1
138	0.016	0	0.005	0	0	51	0.9	0	0.1	49	122	171	3	0	147	149	150	6	0	1
138	0.017	0	0.004	0	0	51	0.9	0	0.2	49	122	171	4	0	147	149	150	5	0	1
138	0.015	0	0.004	0	0	51	0.9	0	1.9	49	122	171	2	0	147	148	149	5	0	1
138	0.014	0	0.004	0	0	51	0.9	0	2.2	49	122	171	3	0	147	148	149	5	0	1
138	0.016	0	0	0	0	51	1	0	2.4	64	107	171	2	3	147	148	149	7	0	1
138	0.014	0	0.003	0	0	51	1	0	2.7	64	107	171	3	1	147	148	149	6	0	1
138	0.013	0	0.003	0.001	0	50	1.1	0	2.9	87	84	171	4	1	147	147	148	10	1	1
138	0.014	0	0.003	0.001	0	50	1.3	0	1.9	87	84	171	5	1	147	146	148	11	1	1
138	0.015	0	0.003	0	0	50	1	0	2.2	72	99	171	5	1	147	147	148	7	1	1
138	0.008	0	0	0.003	0	49	1.6	0	4.7	92	80	172	4	1	142	142	145	21	1	1
138	0.007	0	0.002	0.004	0	49	1.6	0	6	92	80	172	5	1	142	141	145	23	1	1
138	0.006	0	0.003	0.004	0	49	1.6	0	5.7	92	80	172	5	0	142	140	144	22	1	1
138	0.006	0.002	0.002	0.005	0	50	1.7	0	5.6	102	70	172	6	0	142	139	144	26	1	1
138	0.004	0.002	0.004	0.006	0	50	1.9	0	5.6	102	70	172	8	0	142	137	142	32	1	1
138	0.003	0.002	0.006	0.007	0	50	2.3	0	4.6	102	70	172	7	0	138	135	140	26	1	1
138	0.003	0.002	0.007	0.008	0	51	2.3	0	4.5	112	60	172	6	0	138	131	139	41	1	1
138	0.002	0.002	0.004	0.009	0	51	2.5	0	5.2	112	60	172	4	0	138	129	138	46	1	1
138	0.002	0.002	0.004	0.008	0	51	2.4	0	5.8	102	70	172	9	1	135	132	138	32	1	1
138	0.003	0.003	0.005	0.009	0	50	2.4	0	6	102	70	172	6	0	138	132	138	30	1	1
138	0.001	0.003	0.006	0.01	0	52	2.6	0	2.4	104	60	164	4	0	135	124	135	48	1	1
138	0	0.002	0.009	0.014	0.002	60	2.6	0	0	106	55	161	8	2	117	99	117	80	0	3
138	0	0.002	0.009	0.011	0.002	57	2.6	0	0.7	106	55	161	6	1	135	107	122	121	1	3
138	0	0	0.009	0.013	0	57	2.5	0	0.7	106	55	161	6	1	135	109	123	113	1	3
138	0	0.002	0.01	0.012	0.002	58	2.5	0	1.2	106	55	161	8	1	117	103	119	76	0	3
139	0.002	0	0.006	0	0	58	0.7	2	11.5	51	112	163	3	0	150	147	150	4	1	1
139	0.004	0	0.007	0	0	58	0.5	0	8.1	61	107	168	3	0	153	152	154	3	1	1
139	0.004	0	0.005	0	0	58	0.6	0	8.5	56	112	168	2	0	153	152	154	3	1	1
141	0.006	0	0.007	0	0	58	0.6	0	8.1	39	132	171	0	0	153	153	155	3	0	1
141	0.005	0	0.006	0	0	58	0.5	0	7.8	37	131	168	0	0	153	153	154	2	0	1
141	0.004	0	0.008	0	0	58	0.6	0	7.9	63	108	171	3	1	153	153	155	4	1	1
141	0.004	0	0.008	0	0	58	0.6	1	8.5	60	111	171	3	1	153	154	156	4	1	1
141	0.005	0	0.007	0	0	58	0.6	3	9.6	63	108	171	3	1	156	154	157	5	1	1
141	0.005	0	0.008	0	0	58	0.6	1	9.1	63	108	171	3	1	160	154	157	9	1	1
141	0.004	0	0.008	0.001	0	57	0.7	1	8.5	75	96	171	3	0	160	152	156	14	1	1
141	0.005	0	0.008	0.001	0	57	0.7	1	8.1	69	102	171	4	0	160	152	156	13	1	1
139	0.007	0.002	0.011	0.007	0	55	1.4	0	3.6	71	95	166	5	0	161	140	147	72	1	1
139	0.006	0.002	0.01	0.006	0	54	1.6	0	2.2	96	76	172	4	1	161	139	145	78	1	1
139	0.009	0.001	0.009	0.005	0	52	1.5	4	10.2	96	76	172	5	0	158	140	145	57	1	1
139	0.009	0.001	0.009	0.006	0	53	1.6	6	7	96	76	172	4	0	158	140	146	61	1	1
139	0.011	0.002	0.01	0.008	0	51	1.9	0	0	96	76	172	5	0	147	136	141	42	1	1
139	0.011	0.001	0.008	0.007	0	50	1.5	0	10	99	76	175	6	0	147	138	143	37	1	1
139	0.009	0.001	0.008	0.006	0	50	1.4	0	14.5	102	76	178	8	0	162	142	147	71	1	1