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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
144	0.003	0.005	0	0	29	1.4	0	18.1	58	117	175	3	0	150	149	150	9	0	1
144	0.002	0.007	0.002	0	26	1.6	0	20.8	76	99	175	3	1	150	148	150	12	0	1
144	0	0.007	0.003	0	22	1.8	0	21.3	76	96	172	3	2	148	144	147	11	1	1
146	0	0.008	0.001	0	28	1.5	11	22.3	82	92	174	6	1	150	147	150	8	1	1
146	0	0.007	0.002	0	30	1.3	4	17.6	75	93	168	5	0	147	145	148	6	1	1
146	0	0.007	0.005	0	30	1.1	0	4.7	59	99	158	3	0	147	143	147	5	1	1
146	0.004	0.005	0.003	0	29	1.2	1	7	62	107	169	2	2	150	147	149	7	0	1
146	0.005	0.005	0.003	0	29	1.3	2	7.5	70	99	169	2	1	150	148	150	7	1	1
146	0.008	0.007	0	0	28	1.3	1	6.9	65	120	185	7	1	153	154	155	6	0	1
146	0.006	0.008	0	0	27	1.3	0	9.4	62	126	188	4	0	157	156	157	5	0	1
146	0.002	0	0.008	0	19	3.4	0	15	150	50	200	8	1	148	139	146	36	0	1
146	0.003	0.002	0.005	0	25	2.5	0	11.2	92	80	172	8	1	155	145	152	32	1	1
146	0.005	0.005	0.001	0	27	1.5	0	14.4	55	119	174	5	0	155	152	155	8	0	1
122	0	0.001	0	0	40	0.7	12	8	23	106	129	1	0	125	121	124	3	1	1
122	0	0.001	0	0	37	0.8	2	9.4	33	99	132	2	0	123	122	124	1	1	1
122	0.003	0.003	0	0	32	1.2	0	8.7	52	95	147	3	1	123	122	124	4	0	1
122	0.004	0.002	0	0.002	27	1.6	0	3.2	60	87	147	1	1	123	118	123	18	0	1
122	0	0.005	0	0.002	33	1.1	8	7.2	60	87	147	4	2	120	115	120	11	0	1
122	0	0.003	0.002	0	36	1	12	7.7	42	87	129	2	0	123	117	121	10	1	1
122	0	0.004	0	0	39	0.8	10	8.4	23	106	129	1	0	123	119	121	2	0	1
122	0	0.005	0	0	37	0.8	11	10	26	109	135	2	0	123	125	126	2	0	1
122	0	0.007	0.003	0	31	1	7	9.5	32	101	133	2	0	123	122	124	3	1	1
122	0.002	0.002	0	0.001	31	1.2	1	8.3	60	87	147	2	1	120	119	123	9	0	1
122	0.004	0.002	0	0	31	1.3	0	8.8	52	95	147	2	1	120	123	124	5	0	1
122	0.005	0.004	0.003	0	31	1.2	0	6.7	57	93	150	2	0	133	130	134	12	1	1
122	0.002	0.005	0.002	0	23	1.7	3	9.3	73	84	157	3	0	126	121	122	14	0	1
122	0	0.006	0.002	0	27	1.4	4	12.3	53	91	144	4	0	126	120	122	6	0	1
122	0.002	0.005	0.003	0	26	1.5	0	7.7	68	89	157	2	0	125	122	124	11	0	1
122	0.001	0.005	0.003	0	28	1.4	0	8.5	52	89	141	3	0	125	120	123	9	0	1
122	0.005	0.004	0.003	0	32	1.2	0	6.5	57	93	150	2	0	133	130	134	12	1	1
122	0.005	0.006	0	0	34	1	0	8.3	53	97	150	3	1	133	132	134	3	1	1
122	0	0.007	0.003	0	30	1.3	0	11.6	51	89	140	1	0	127	121	125	8	1	1
122	0	0.008	0	0	34	0.9	0	12.1	30	108	138	1	0	127	125	128	2	0	1
122	0.002	0.005	0.002	0	26	1.5	4	10	66	91	157	3	0	126	121	123	11	0	1
126	0.003	0.007	0.003	0	25	1.8	0	14.6	102	52	154	3	0	136	130	134	12	1	1
126	0.003	0.005	0.001	0	30	1.2	0	10.8	52	95	147	3	1	136	131	134	7	1	1
126	0	0.008	0	0	33	1	0	13.7	32	109	141	1	0	131	131	133	2	1	1
126	0	0.007	0	0	34	0.9	0	14.8	31	111	142	1	0	133	132	134	2	1	1
126	0	0.008	0	0	34	1	0	15.2	33	109	142	1	0	134	131	134	3	1	1
136	0	0.006	0.003	0	56	1.1	32	7.4	95	74	169	4	3	140	137	140	12	1	1
136	0	0.002	0	0	66	0.4	61	5.6	24	127	151	1	0	142	140	142	0	0	2
136	0.001	0.005	0	0	61	0.5	48	8	31	124	155	9	0	142	140	141	2	0	2
136	0.003	0.005	0	0	54	0.7	15	10.5	43	118	161	7	0	136	141	141	8	0	1
136	0.002	0.002	0	0	54	0.5	8	9.5	49	118	167	1	0	151	149	151	7	1	1
136	0.001	0.002	0.005	0.002	24	2.3	0	0	116	51	167	6	2	126	115	122	57	0	3
138	0.004	0	0.003	0	46	1	16	3.9	116	51	167	6	3	151	144	151	30	1	1
142	0	0.005	0.004	0	32	1.3	4	14.6	82	76	158	4	0	147	141	144	12	1	1
142	0.003	0.007	0.003	0	30	1.4	0	17.2	83	76	159	4	1	144	142	145	10	1	1
142	0.006	0.001	0	0	45	0.8	1	11.1	47	113	160	4	2	150	148	151	4	1	1
142	0.005	0.001	0	0	39	0.8	0	10.2	53	106	159	7	0	150	149	151	2	1	1
142	0.003	0.004	0	0	34	1.1	0	19.6	67	94	161	5	1	151	146	149	8	1	1
142	0	0.002	0	0	31	1.2	0	24.1	67	94	161	2	0	151	145	148	10	1	1
136	0.01	0.006	0.003	0	35	1.2	0	7.6	94	65	159	5	0	144	140	144	19	1	1
136	0.005	0.003	0.004	0	37	1.2	0	8.6	94	64	158	2	0	139	137	141	21	1	1
136	0	0.007	0.004	0	35	1.1	0	11.5	86	69	155	3	0	136	133	137	14	1	1
136	0	0.008	0.005	0	32	1.3	0	17.5	102	61	163	7	0	136	133	137	17	1	1
136	0	0.008	0.007	0	32	1.3	0	12.9	92	71	163	4	0	133	133	137	19	1	1
136	0	0.008	0.008	0	33	1.3	0	8	81	73	154	4	1	133	132	135	17	1	1
136	0	0.008	0.005	0	33	1.2	0	14.4	91	61	152	5	0	136	132	137	17	1	1
133	0	0.008	0.008	0	20	2.6	0	22.5	98	63	161	7	0	136	126	135	54	1	1
133	0	0.006	0.009	0	20	2.7	0	18.5	98	63	161	7	0	136	124	134	61	1	1
133	0	0.007	0.003	0	35	1.3	4	27	90	67	157	7	0	139	135	139	16	1	1
133	0.001	0.002	0.008	0	33	1.4	3	12.8	87	65	152	6	0	136	130	137	26	1	1
133	0	0.001	0.008	0	37	1.3	4	14.6	81	71	152	4	0	136	130	136	24	1	1
133	0.005	0.005	0.004	0	27	1.8	0	17.8	92	61	153	5	1	142	134	140	29	1	1
133	0.003	0.004	0.004	0	28	1.6	0	15.2	96	57	153	5	2	141	135	140	26	1	1
133	0.005	0.004	0.001	0	29	1.7	0	23.4	89	64	153	9	2	142	135	141	22	1	1
133	0.005	0.003	0.002	0	27	1.7	0	20.4	89	64	153	9	2	142	135	140	21	1	1
133	0	0.007	0.001	0	37	1.1	0	29.1	90	67	157	9	1	140	136	140	12	1	1
133	0	0.008	0	0	41	1	5	28.9	73	84	157	8	2	140	136	140	8	1	1
133	0	0.001	0.001	0	44	0.8	13	17.8	65	82	147	2	0	140	136	139	8	1	1
131	0	0.006	0.009	0	29	2.1	4	3.6	108	59	167	7	1	135	120	132	72	1	1
131	0	0.008	0.009	0	25	2.4	3	3.9	108	59	167	7	1	136	120	134	82	1	1
131	0	0.005	0.008	0	32	1.8	6	2.3	97	59	156	3	1	135	120	133	70	1	1
131	0	0.004	0.008	0	39	1	6	2.5	68	73	141	5	0	135	124	134	39	1	1
131	0	0.005	0.007	0	32	2.2	12	6.1	108	59	167	6	1	143	125	137	91	1	1
131	0.002	0.005	0.005	0	42	1	11	4.6	102	51	153	6	0	143	134	141	34	1	1
131	0	0.007	0.005	0	40	1.1	13	4.9	100	51	151	7	0	143	132	139	43	1	1
131	0.004	0.005	0.007	0.001	33	1.9	0	2.4	127	51	178	7	0	142	126	139	90	1	1
131	0.006	0.003	0.005	0.002	35	1.7	0	0	126	52	178	6	1	143	128	142	92	1	1
131	0.006	0.005	0.006	0	38	1.3	0	2.9	95	58	153	5	0	143	131	142	64	1	1
131	0.007	0.007	0.005	0	42	0.9	0	3.2	79	74	153	2	0	142	136	142	24	1	1
131	0	0.004	0	0	29	1	0	13	31	117	148	0	0	129	133	134	5	0	1
131	0	0.005	0	0	29	1	0	12.9	31	115	146	0	0	129	131	132	3	0	1
131	0.001	0.003	0	0	29	1	0	12.4	27	122	149	0	0	136	136	138	2	0	1
131	0.008	0.006	0	0	25	1.3	0	6.8	42	117	159	1	0	136	138	139	5	0	1
131	0.008	0.008	0	0	24	1.3	0	7.3	42	117	159	2	0	136	138	139	5	0	1
131	0.012	0.006	0	0	28	1.4	0	4.3	52	118	170	8	0	143	145	145	8	0	1
131	0.011	0.005	0	0	29	1.3	0	4.5	89	82	171	8	0	143	145	145	9	1	1
131	0.011	0.005	0	0	23	1.5	0	6.6	52	124	176	3	0	148	148	149	7	0	1
131	0.009	0.003	0	0	25	1.4	0	6.5	91	87	178	6	0	136	144	144	17	0	1
131	0.01	0.002	0	0	25	1.3	0	6.8	82	87	169	5	0	136	141	141	9	0	1
131	0.011	0.004	0	0	27	1.4	0	8.7	52	118	170	7	0	148	146	147	7	0	1
131	0.013	0.005	0	0	28	1.3	0	4	89	82	171	7	0	143	146	146	8	1	1
129	0.004	0.001	0	0	27	1.2	1	7.9	60	98	158	3	0	133	133	134	4	0	1
129	0.003	0	0	0	28	1.1	1	7.1	30	122	152	1	0	133	133	134	2	0	1
129	0.006	0.004	0.001	0	25	1.5	0	11.3	59	103	162	4	0	129	132	131	14	0	1
129	0.007	0.006	0	0	23	1.5	0	12.6	44	115	159	1	0	133	139	141	11	0	1
129	0.009	0.004	0	0	24	1.5	0	13.4	45	114	159	1	0	133	138	138	9	0	1
129	0.014	0.008	0	0	23	1.5	0	0.5	53	109	162	5	0	144	143	145	8	0	1