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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	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
122	0	0.004	0	0	22	1.8	0	15.7	34	106	140	2	1	126	125	127	2	0	1
122	0.004	0.003	0	0	21	1.7	0	14.9	55	104	159	1	1	126	127	128	6	0	1
122	0.002	0	0	0	23	1.6	0	16.2	33	109	142	2	1	126	127	128	3	0	1
122	0.007	0.003	0	0	19	2.3	0	12.1	53	104	157	2	1	125	127	128	8	0	1
122	0	0.003	0	0	21	2.2	0	17.4	39	104	143	4	2	129	126	128	4	0	1
122	0.003	0.002	0.001	0	19	2	0	17.7	46	102	148	3	0	125	124	126	6	0	1
122	0	0.003	0	0	21	2.2	0	17.1	34	104	138	3	2	129	126	128	3	1	1
122	0.002	0	0.002	0	17	2	0	18.8	46	102	148	2	0	119	123	123	8	0	1
122	0.002	0	0	0	18	1.9	0	19.4	40	108	148	3	0	119	125	125	9	0	1
122	0.003	0.004	0	0	21	2	0	12.6	49	107	156	3	0	126	125	126	5	0	1
122	0.005	0	0	0	20	2.1	0	9.8	55	101	156	4	1	127	126	127	7	0	1
122	0	0	0.001	0	20	1.8	0	13.8	39	103	142	1	0	120	119	121	3	0	1
122	0	0	0	0	19	1.9	0	15.1	39	103	142	1	0	120	120	122	3	0	1
122	0	0	0	0	19	1.9	0	15.1	39	103	142	1	0	120	120	122	3	0	1
122	0	0	0	0	19	1.9	0	15.1	39	103	142	1	0	120	120	122	3	0	1
122	0	0	0	0	19	1.9	0	15.1	39	103	142	1	0	120	120	122	3	0	1
122	0	0.001	0.001	0	25	1.4	3	9.3	31	105	136	1	0	126	122	124	5	0	1
122	0	0.001	0	0	26	1.3	4	9.8	30	106	136	1	0	126	122	125	3	0	1
122	0.001	0.006	0.001	0	21	1.7	0	14.3	37	105	142	1	0	125	123	125	3	0	1
122	0.001	0.006	0	0	22	1.7	0	13.9	37	105	142	0	0	125	124	126	3	0	1
122	0	0.001	0.001	0	23	1.5	3	9.5	33	103	136	0	0	125	120	122	5	0	1
122	0	0.001	0	0	25	1.3	4	9.5	30	106	136	1	0	125	122	124	3	0	1
122	0.001	0.005	0.001	0	21	1.7	0	14	37	105	142	1	0	125	123	125	3	0	1
122	0.002	0.002	0	0	20	1.8	0	15	37	105	142	0	0	125	123	125	4	0	1
122	0.004	0.005	0	0	25	1.4	0	8	44	104	148	4	0	126	125	127	3	0	1
122	0.004	0.002	0	0	25	1.5	0	8.3	44	104	148	5	0	126	125	126	4	0	1
122	0.002	0.003	0	0	27	1.3	0	8.1	39	104	143	3	0	126	124	126	2	0	1
122	0	0	0	0	29	1.2	0	8.5	26	107	133	1	0	126	124	126	1	1	1
122	0.006	0.004	0.001	0	22	1.8	0	11.5	52	96	148	1	0	131	128	130	7	0	1
122	0.006	0.005	0	0	22	1.7	0	13.5	45	103	148	1	0	131	129	131	4	0	1
122	0.005	0.004	0.005	0	20	2.6	0	17.7	98	60	158	6	0	131	121	126	31	0	1
122	0.003	0.008	0.008	0	18	3	0	16.2	98	60	158	7	0	127	120	124	28	0	1
122	0.002	0.009	0.009	0	16	3.5	0	23.1	98	60	158	5	0	107	115	115	34	0	1
122	0	0.011	0.011	0	13	3.8	0	23.6	98	60	158	6	1	127	113	115	41	0	1
122	0.002	0.007	0.007	0	16	3.4	0	19.8	96	62	158	6	0	125	120	124	25	0	1
122	0.003	0.011	0.008	0	17	3.4	0	18.4	96	62	158	9	0	125	122	126	26	0	1
122	0	0.006	0.002	0	27	1.1	0	10.7	35	101	136	1	0	125	122	124	3	0	1
122	0	0.006	0.004	0	30	1.1	0	7.6	39	93	132	2	0	126	122	125	4	1	1
122	0	0.004	0.001	0	27	1.2	0	10.1	43	93	136	2	0	125	122	124	3	1	1
122	0	0.004	0	0	25	1.2	0	11	31	105	136	0	0	125	122	124	2	0	1
122	0	0.005	0.003	0	27	1.2	0	10.3	40	92	132	3	2	120	120	123	4	1	1
122	0	0.005	0.005	0	26	1.3	0	9.8	47	85	132	3	2	126	119	123	10	1	1
122	0.004	0.005	0.004	0	22	1.7	0	7.4	69	74	143	3	0	133	122	127	26	1	1
122	0.004	0.006	0.006	0	21	1.7	0	6.7	69	74	143	4	0	133	121	126	32	1	1
122	0	0.005	0.003	0	24	1.5	0	10.6	73	77	150	1	2	124	119	123	12	0	1
122	0	0.007	0.007	0	21	1.9	0	5.6	73	77	150	3	2	127	115	117	30	0	1
122	0	0.007	0.008	0	21	1.7	0	8	55	81	136	2	1	126	115	118	22	1	1
122	0	0.006	0.009	0	18	1.9	0	8.8	44	91	135	4	0	126	117	121	19	1	1
122	0	0	0.006	0	21	1.9	0	9.5	57	82	139	4	0	133	119	124	38	1	1
122	0.007	0	0.002	0	26	1.4	0	5.6	61	85	146	5	0	140	129	134	28	1	1
122	0.008	0	0.002	0	24	1.6	0	8.4	78	79	157	3	0	136	127	131	21	1	1
122	0.009	0	0	0	25	1.5	0	10.9	72	85	157	6	2	136	129	133	14	1	1
122	0.003	0	0.009	0	18	2.4	0	4.9	74	69	143	1	1	131	117	120	40	1	1
122	0.001	0.003	0.012	0	16	2.7	0	5.5	96	56	152	1	2	112	113	116	21	0	1
122	0	0.003	0.014	0	13	3	0	0.4	96	56	152	3	2	109	110	112	20	0	1
122	0	0.002	0.015	0	13	3	0	0.7	83	69	152	3	0	110	110	113	16	0	1
122	0.007	0	0.003	0	23	1.7	0	9.7	78	79	157	6	0	131	125	130	18	0	1
122	0.01	0	0.002	0	25	1.6	0	9.1	72	85	157	6	2	136	129	133	15	1	1
127	0.009	0.007	0.002	0.001	22	1.7	0	0	129	52	181	8	0	140	136	142	63	1	1
127	0.01	0.008	0.002	0	22	1.6	0	0	90	91	181	4	1	140	144	146	25	0	1
127	0.011	0.01	0.001	0	24	1.5	0	1.7	67	109	176	3	0	155	148	152	19	0	1
127	0.01	0.009	0.001	0	24	1.5	0	0	72	109	181	4	0	153	150	154	16	0	1
131	0.006	0.009	0	0	27	1.4	0	19.2	70	110	180	2	0	155	155	156	14	0	1
131	0.011	0.011	0	0	23	1.7	0	6.9	84	110	194	6	0	160	158	161	23	0	1
131	0.011	0.015	0	0	26	1.5	0	3	61	109	170	2	1	155	151	154	11	1	1
126	0.009	0.005	0	0	24	1.5	0	9.4	33	122	155	1	1	136	137	138	3	0	1
126	0.009	0.008	0	0	23	1.5	0	10.3	33	122	155	2	0	136	137	139	3	0	1
126	0	0.004	0	0	35	1	5	7.8	21	121	142	1	0	136	133	135	2	0	1
126	0	0.003	0	0	36	0.9	4	7.3	21	121	142	1	0	136	133	135	1	1	1
126	0.002	0.009	0	0	26	1.3	0	9	51	114	165	1	0	129	132	131	10	-1	1
126	0	0.01	0	0	21	1.5	0	10.4	23	114	137	1	0	129	128	130	1	0	1
126	0	0.004	0	0	34	1	4	8.3	24	118	142	2	0	136	132	134	2	0	1
126	0.004	0.003	0	0	28	1.2	0	10.3	43	118	161	3	1	131	134	133	9	-1	1
126	0	0.005	0	0	23	1.4	0	12.2	42	101	143	3	0	126	128	129	2	0	1
126	0.003	0.004	0	0	25	1.3	0	11.9	56	101	157	2	0	126	131	130	9	0	1
126	0.004	0.006	0	0	29	1.3	0	9.2	65	103	168	2	0	127	134	133	18	0	1
126	0	0.005	0	0	28	1.3	0	10.8	34	107	141	1	0	127	128	128	3	0	1
126	0.006	0.005	0	0	27	1.3	0	5.6	58	103	161	2	0	133	135	135	10	0	1
126	0.006	0.006	0	0	25	1.4	0	6.3	48	107	155	2	0	133	135	135	9	0	1
126	0.006	0.01	0	0	27	1.3	0	6.3	43	113	156	3	0	129	134	134	10	0	1
126	0.007	0.007	0	0	30	1.2	0	4.3	49	107	156	3	0	127	134	134	11	0	1
126	0.007	0.007	0	0	30	1.2	0	4.2	49	107	156	3	0	127	134	134	11	0	1
126	0.005	0.01	0	0	29	1.2	0	4.8	36	108	144	3	0	127	131	131	4	0	1
120	0	0.009	0	0	49	0.9	4	15.2	39	95	134	5	0	122	120	122	3	1	1
120	0	0.012	0	0	51	0.7	4	11.4	26	103	129	1	0	122	119	121	2	1	1
120	0	0.012	0	0	53	0.7	2	10.4	20	107	127	2	0	122	119	121	2	1	1
120	0.001	0.008	0.001	0	47	1	2	9.8	67	73	140	9	0	116	121	121	9	1	1
120	0	0.007	0	0	49	0.8	2	10.5	32	104	136	4	0	116	120	121	4	0	1
120	0	0.007	0	0	50	0.8	2	10.2	29	104	133	2	0	116	119	120	3	0	1
133	0.002	0.006	0	0	50	0.9	1	10.8	46	115	161	2	1	135	136	137	3	0	1
133	0.002	0.006	0	0	49	1	1	11.4	60	101	161	4	1	135	136	137	4	0	1
133	0.003	0.007	0	0	52	0.7	1	9.2	67	94	161	4	0	136	137	138	2	0	1
133	0.002	0.007	0	0	52	0.7	2	8.6	38	113	151	1	1	136	136	137	1	0	1
133	0.004	0.005	0	0	41	1.1	9	13	82	86	168	4	1	139	143	144	9	1	1
133	0.003	0.005	0	0	38	1.1	0	12.5	58	113	171	5	1	150	147	149	5	0	1
138	0.012	0.005	0	0	37	1.2	0	4.1	48	120	168	0	1	146	147	148	4	0	1
138	0.008	0.005	0	0	37	1.2	0	5.2	52	116	168	2	0	146	146	147	4	0	1
133	0.001	0.006	0	0	50	0.8	5	11.3	57	94	151	3	0	136	136	137	1	1	1
133	0	0.006	0	0	53	0.7	2	9.8	34	113	147	4	1	136	136	138	1	1	1
143	0.005	0.005	0	0	44	1.1	5	12.2	45	128	173	4	0	147	148	149	4	0	1