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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
125	0.005	0	0.002	0.003	0	25	1.7	6	11.6	93	72	165	3	0	133	128	132	10	0	1
125	0.005	0.008	0.002	0.001	0	24	1.6	0	14.6	55	97	152	6	2	131	130	132	6	0	1
125	0.008	0.013	0.002	0	0	24	1.6	0	17.3	84	68	152	4	0	132	132	133	5	1	1
125	0.003	0.003	0	0	0	29	1.1	0	11	29	117	146	0	0	131	130	132	1	0	1
125	0.003	0.016	0	0	0	22	1.9	0	15.8	82	68	150	5	1	132	130	133	6	1	1
125	0.004	0.029	0.003	0.004	0	22	2.8	0	17.2	128	56	184	5	1	125	123	126	16	0	1
125	0	0.05	0	0.008	0	22	3.9	0	13.1	145	52	197	7	1	121	117	121	23	0	1
125	0.007	0.004	0.006	0.002	0	22	2.1	0	12.1	105	73	178	8	0	126	126	128	11	0	1
125	0.006	0.053	0.006	0.005	0	20	2.5	0	7.1	134	63	197	8	1	125	125	127	16	0	1
125	0	0.003	0	0	0	25	1.5	0	19.3	62	80	142	4	1	127	125	127	6	1	1
125	0.007	0.058	0.002	0.007	0	23	2.2	0	4.4	122	78	200	10	0	131	125	128	20	0	1
129	0.005	0.003	0.001	0	0	34	1.7	0	12.9	118	78	196	10	0	137	136	137	6	0	1
129	0.005	0.003	0.005	0	0	35	1.3	0	10.1	92	101	193	6	0	136	134	135	4	0	1
129	0	0.003	0.006	0	0	38	1.2	0	12.5	54	111	165	4	1	133	132	134	2	0	1
129	0.007	0.009	0.009	0.012	0	22	5.2	0	0	145	50	195	13	1	139	122	129	86	0	1
129	0	0.011	0.007	0.015	0	22	4.8	0	0	138	50	188	7	2	129	114	120	60	0	1
123	0	0	0.007	0.002	0.002	26	4.3	0	19.4	146	50	196	8	1	126	105	113	117	0	3
123	0.003	0	0.004	0.004	0	30	1.1	1	5.8	53	95	148	3	0	125	124	126	6	0	1
123	0.001	0	0.004	0.006	0	29	1.1	0	3.9	56	92	148	3	0	123	122	124	6	0	1
123	0.004	0	0.005	0.005	0	24	1.3	0	2.1	56	92	148	3	0	121	123	125	7	0	1
123	0	0	0.005	0.004	0	47	1.1	31	7.4	130	59	189	14	2	129	122	127	15	0	1
123	0	0	0.005	0.005	0	50	0.8	32	3.1	94	75	169	7	0	125	122	126	8	0	1
123	0	0	0.005	0.006	0	45	1	19	3.8	85	59	144	8	1	124	119	125	14	1	1
123	0.006	0	0.006	0.004	0	33	1.3	0	4.7	138	61	199	9	1	135	122	127	39	0	1
123	0	0	0.007	0.005	0.002	28	1.4	0	4.5	77	61	138	3	1	114	112	115	15	1	2
159	0	0	0.003	0	0	65	0.4	16	10.8	91	81	172	0	0	163	163	165	2	1	2
159	0	0	0.004	0	0	69	0.3	21	6.4	15	153	168	0	0	163	163	164	0	1	2
159	0	0	0.003	0	0	62	0.5	6	13.2	91	81	172	0	0	163	163	164	2	1	2
159	0	0	0.003	0	0	65	0.4	11	6.8	15	153	168	0	0	163	162	164	0	1	2
158	0	0	0	0	0	54	0.6	34	8	93	77	170	3	0	165	163	165	2	1	1
158	0	0	0	0	0	55	0.5	38	5.8	15	156	171	0	0	165	164	166	0	0	1
158	0	0	0	0	0	56	0.6	31	8.6	92	77	169	1	0	165	162	164	2	1	1
158	0	0	0	0	0	57	0.5	58	4.3	11	159	170	0	0	165	165	166	0	0	1
159	0.001	0	0.008	0	0	61	0.4	8	8.6	44	133	177	4	0	165	164	166	1	1	1
159	0.002	0	0.01	0	0	58	0.5	0	7.9	44	133	177	4	0	163	164	166	2	1	1
159	0	0	0.008	0	0	66	0.4	13	8.5	24	149	173	0	0	165	164	166	0	1	2
159	0.002	0	0.01	0	0	58	0.5	0	7.8	44	133	177	4	0	163	164	165	2	1	1
159	0	0	0.009	0	0	66	0.4	16	7.2	23	147	170	0	0	165	164	166	0	1	2
159	0.001	0	0.008	0	0	57	0.5	8	9.1	40	148	188	0	0	167	169	170	5	0	2
159	0.002	0	0.009	0	0	58	0.5	13	8	42	146	188	2	0	167	172	174	8	0	2
159	0	0	0.006	0	0	57	0.5	0	8.1	22	155	177	1	0	170	167	168	2	0	1
154	0.003	0	0.002	0.001	0	44	2	0	26.3	147	50	197	10	10	153	158	162	27	1	1
154	0	0	0.002	0	0	48	0.9	0	12.7	90	93	183	4	0	167	161	163	8	1	2
154	0.003	0	0.003	0	0	44	2	0	35.7	147	50	197	8	5	153	155	157	23	1	1
143	0.005	0	0.003	0	0	50	1.2	7	16.9	121	57	178	10	0	146	147	148	10	1	1
143	0.008	0	0.002	0	0	50	0.9	0	4.4	106	72	178	5	0	147	150	149	6	1	1
143	0.001	0	0.001	0	0	51	1.1	10	18	100	72	172	8	1	147	146	147	4	1	1
149	0.002	0	0.003	0	0	51	1	8	18.8	99	71	170	4	0	151	153	154	7	1	1
149	0.003	0	0	0	0	51	0.9	9	10.6	94	77	171	4	1	153	154	154	5	1	1
148	0.002	0	0.006	0	0	54	0.7	15	9	52	115	167	7	1	153	152	154	3	1	1
148	0	0	0.003	0	0	57	0.5	20	9.6	48	115	163	5	0	153	152	153	1	1	1
148	0	0	0.004	0	0	55	0.6	13	10.4	46	115	161	5	0	151	152	153	1	1	1
140	0.006	0.001	0.004	0.001	0	41	1.7	0	8.3	121	52	173	12	1	159	149	154	30	1	1
125	0.004	0	0.006	0	0	31	1.3	0	11.3	85	114	199	3	0	126	131	132	9	-1	1
125	0	0	0.008	0	0	34	1.1	0	14.6	85	114	199	4	0	126	127	128	3	-1	1
123	0.002	0	0.005	0	0	38	0.9	14	8.8	39	113	152	2	0	126	128	128	4	0	1
123	0.001	0	0.006	0	0	39	0.8	12	8.9	28	113	141	2	0	126	126	127	1	0	1
123	0.002	0	0.006	0	0	38	0.9	13	8	24	117	141	1	0	126	127	128	1	0	1
123	0.007	0	0.006	0	0	34	0.9	11	3.3	31	116	147	1	0	126	128	128	3	-1	1
123	0.007	0	0.006	0	0	33	0.9	6	3.4	33	116	149	2	0	126	128	128	3	0	1
123	0.006	0	0.006	0	0	36	0.9	16	3.7	34	115	149	1	0	126	127	127	3	-1	1
123	0.005	0	0.007	0	0	35	0.9	13	3.2	33	116	149	1	0	126	128	127	3	-1	1
122	0.004	0	0.006	0.001	0	32	1.2	10	8.9	81	67	148	2	0	125	124	126	8	1	1
122	0.005	0	0.006	0	0	32	1.1	12	8.4	65	83	148	2	1	125	125	126	4	0	1
122	0.004	0	0.004	0	0	31	1.2	10	8.2	57	86	143	4	0	125	125	126	3	1	1
134	0.003	0.008	0.001	0.001	0	56	3.2	0	41.8	130	54	184	1	0	138	135	139	25	0	1
134	0.003	0.007	0.001	0	0	53	3.7	0	50.7	130	54	184	1	0	136	135	139	25	0	1
134	0.002	0.004	0.002	0	0	67	1.5	3	25.8	138	54	192	2	0	136	136	137	7	0	1
134	0.003	0.007	0.001	0	0	67	1.2	0	15.9	124	68	192	6	0	138	136	137	6	0	1
116	0.001	0	0.003	0	0	46	0.7	39	5.5	44	91	135	4	0	120	120	122	1	1	1
116	0	0	0.004	0.001	0	43	0.8	25	5.6	72	56	128	6	0	120	118	121	3	1	1
116	0	0	0.005	0	0	48	0.6	26	5.5	12	114	126	1	0	120	120	122	0	0	1
119	0.001	0	0.004	0.001	0	29	1.3	2	10.6	89	77	166	3	1	121	121	123	4	0	1
119	0.002	0	0.003	0	0	30	1.3	2	11.6	89	77	166	3	2	121	122	123	3	0	1
119	0.002	0	0.004	0	0	31	1.3	3	11.3	89	77	166	6	0	121	122	123	2	0	1
119	0.005	0	0.005	0	0	31	1.4	0	10.7	134	58	192	7	0	127	127	127	7	0	1
119	0	0	0.003	0	0	34	1.1	0	14	92	58	150	4	0	127	125	128	3	1	1
119	0.008	0	0.005	0.001	0	30	1.8	0	10	129	69	198	9	0	132	132	135	20	0	1
119	0.003	0	0.008	0.003	0	26	1.5	0	14.1	56	88	144	3	0	127	122	125	8	0	1
121	0.011	0	0.003	0	0	33	1.9	0	6.5	139	59	198	11	0	142	137	140	18	0	1
120	0.009	0	0.007	0	0	27	2	0	14.3	127	71	198	10	1	127	130	132	12	0	1
138	0.017	0	0.005	0	0	35	5.3	0	4.5	148	52	200	11	2	146	157	161	72	1	1
131	0	0	0	0.008	0	37	1.9	0	3.2	90	58	148	4	1	127	121	126	21	1	1
132	0	0	0.006	0.008	0	38	2.6	0	10.6	128	51	179	7	1	133	125	130	25	0	1
132	0.013	0	0.003	0.003	0	31	4.8	0	5.4	147	52	199	9	1	133	154	163	137	1	1
132	0.004	0	0.008	0.006	0	36	3.4	0	15.3	145	53	198	6	2	133	136	134	65	0	1
132	0	0	0.005	0	0	49	2	0	23.3	89	62	151	5	0	133	133	135	8	1	1
138	0.001	0	0.004	0	0	43	1.1	20	11.3	44	129	173	8	2	162	155	159	8	1	2
138	0.002	0	0.006	0	0	43	1	19	11.6	44	129	173	8	2	162	155	159	9	0	2
138	0.006	0	0.004	0	0	32	1.3	0	9	60	119	179	2	0	158	152	155	8	0	1
138	0	0	0.004	0	0	45	1	20	12.3	99	81	180	8	2	162	156	159	8	1	2
144	0.001	0	0.004	0	0	44	0.8	2	11.9	33	135	168	4	0	162	157	160	5	1	2
144	0.002	0	0.003	0	0	49	0.7	3	9.8	44	140	184	3	0	162	158	162	4	0	2
144	0.001	0	0.005	0	0	46	0.8	2	11.5	31	138	169	3	0	162	158	161	5	1	2
150	0	0	0.006	0	0	56	0.5	19	7.9	19	148	167	2	0	153	157	158	3	0	2
150	0	0	0.007	0	0	54	0.5	13	7.7	16	147	163	2	0	153	155	157	2	0	1
150	0	0	0.005	0	0	57	0.5	19	7.7	20	147	167	3	0	165	157	159	7	0	2
145	0	0	0.002	0	0	49	0.6	3	11.6	27	140	167	0	0	159	156	158	3	1	2
145	0.003	0	0.002	0	0	49	0.6	0	7	26	145	171	1	0	154	157	158	4	0	1
120	0	0.013	0	0.001	0	53	0.7	7	12.2	77	56	133	6	0	123	121	123	3	1	1

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