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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
144	0.006	0.008	0.002	0.001	0	73	0.6	0	9.3	94	82	176	4	0	156	154	155	5	1	1
144	0.002	0.01	0.002	0	0	76	0.6	0	11.8	54	126	180	2	0	156	153	155	5	0	2
144	0.01	0.007	0.001	0.001	0	71	0.8	0	2.7	94	82	176	3	0	156	154	155	6	1	1
144	0.008	0.007	0.001	0.001	0	73	0.7	0	5.2	98	82	180	3	0	156	154	157	5	1	1
144	0.005	0.001	0	0	0	67	0.9	0	9.7	98	72	170	4	0	146	147	149	4	1	1
147	0.008	0.009	0.003	0	0	71	0.7	0	9.5	82	116	198	2	0	156	158	159	10	0	1
147	0.005	0.014	0.003	0	0	67	0.8	0	10.9	72	120	192	1	0	156	157	157	11	0	1
148	0.008	0.005	0.004	0	0	73	0.7	0	9.9	82	116	198	2	0	158	159	159	11	0	1
144	0.006	0.006	0.003	0	0	34	1.6	0	19.8	104	71	175	4	1	148	149	151	11	1	1
144	0.01	0.01	0.002	0	0	36	1.4	0	11.5	119	57	176	2	1	148	150	150	12	1	1
144	0.002	0.002	0.002	0	0	35	1.8	0	24.7	118	56	174	6	1	151	148	151	12	1	1
144	0.006	0.005	0.002	0	0	33	1.7	0	21.5	103	71	174	5	1	150	149	151	10	1	1
143	0.005	0.013	0.003	0	0	39	1.6	0	10	136	60	196	9	1	148	149	150	8	0	1
146	0.009	0.003	0.001	0	0	41	1.9	0	27.3	130	50	180	7	0	154	152	155	18	1	1
146	0.011	0.001	0.001	0	0	40	1.9	0	25.6	122	50	172	4	0	154	151	155	16	1	1
146	0.009	0.006	0.002	0	0	40	2	0	26.1	133	50	183	8	0	156	154	157	20	1	1
146	0.015	0.025	0.002	0	0	41	1	0	1.4	113	73	186	3	0	157	162	164	13	1	1
142	0	0.001	0.002	0	0	30	2.9	5	36.9	108	50	158	1	0	141	140	144	9	1	1
142	0	0.003	0	0	0	40	1.1	12	10.8	97	57	154	2	0	148	144	147	4	1	1
142	0.008	0.009	0.003	0	0	45	1.1	2	8.7	131	51	182	5	0	146	153	152	19	1	1
142	0.013	0.013	0.004	0	0	45	1.2	0	4.5	134	51	185	5	0	156	158	158	14	1	1
142	0	0.002	0.002	0	0	43	0.8	3	9.4	27	137	164	2	0	146	145	146	1	-1	1
133	0.008	0.017	0.004	0	0	36	3.1	0	27.6	105	54	159	4	0	143	137	142	28	1	1
133	0.008	0.017	0.003	0	0	38	2.5	0	19.4	113	54	167	3	0	143	137	141	22	1	1
130	0.007	0.021	0.003	0	0	45	2.8	0	29	114	52	166	2	0	134	135	137	24	1	1
130	0.009	0.025	0.004	0	0	46	2.5	0	28	114	52	166	2	0	134	138	139	23	1	1
132	0.011	0	0	0.002	0	37	2.4	0	17	115	52	167	10	0	141	140	143	33	1	1
120	0.003	0	0.002	0.001	0	46	1.5	11	19	132	57	189	9	0	125	123	126	15	0	1
120	0	0	0.003	0	0	50	0.7	26	6	20	116	136	0	0	125	123	125	1	0	1
134	0.013	0.006	0.003	0.003	0	47	2.7	0	0	110	60	170	5	0	150	147	153	31	1	1
134	0.017	0.002	0.004	0	0	48	2.2	0	0	120	50	170	5	0	160	150	155	28	1	1
144	0	0.001	0	0	0	51	1.1	10	21.7	115	71	186	9	0	153	151	153	6	1	2
144	0	0.002	0	0	0	47	0.8	11	13.6	90	74	164	5	1	153	151	152	3	1	2
144	0	0	0	0	0	62	0.5	5	6.1	11	148	159	1	0	153	154	155	0	0	2
143	0.003	0.007	0	0.001	0	50	1.1	3	12.2	126	74	200	8	0	148	147	149	4	0	1
143	0	0.001	0	0	0	57	0.6	5	10.4	98	74	172	2	0	150	148	150	1	1	1
143	0	0.002	0	0	0	56	0.6	0	8.9	59	106	165	3	0	148	149	150	1	1	1
143	0.007	0.018	0	0	0	44	1.3	0	11.4	101	80	181	6	0	146	147	148	5	0	1
138	0.004	0.013	0	0	0	45	1	0	12.8	115	71	186	7	0	144	144	145	6	0	1
138	0.004	0.017	0	0	0	42	1	0	13.6	115	71	186	5	0	144	143	144	6	0	1
138	0	0.004	0	0	0	38	1.2	0	16.5	84	71	155	4	0	144	140	142	5	1	1
138	0	0.01	0	0	0	38	1.2	0	19.7	90	71	161	3	0	144	141	142	5	1	1
136	0.008	0.007	0	0	0	40	2.3	0	19.4	139	51	190	5	5	144	142	145	17	1	1
136	0.009	0.008	0	0	0	46	1.3	0	6.9	149	51	200	12	0	144	145	147	8	0	1
123	0	0	0.001	0	0	73	0.3	72	5.2	28	108	136	3	0	123	124	125	1	0	3
123	0	0	0	0	0	76	0.2	85	3.3	11	118	129	1	0	123	122	124	0	0	3
123	0	0	0.004	0	0	60	0.6	0	10.4	52	84	136	4	0	125	124	126	2	1	2
123	0	0	0.001	0	0	74	0.3	64	5.9	52	84	136	3	0	123	124	126	1	1	2
123	0	0	0.001	0	0	72	0.3	58	6.5	52	84	136	3	0	123	123	124	1	1	2
123	0	0.001	0	0	0	70	0.3	66	5.9	30	101	131	1	0	123	123	124	1	1	2
123	0	0	0	0	0	73	0.3	91	2.9	9	120	129	2	0	123	124	125	0	0	3
123	0	0	0	0	0	74	0.3	90	2.8	9	120	129	2	0	123	124	125	0	0	3
123	0	0.002	0	0	0	70	0.3	54	6.8	31	100	131	0	0	123	121	123	1	1	3
123	0	0	0	0	0	70	0.3	70	4.4	19	110	129	2	0	123	124	125	1	1	3
123	0	0	0	0	0	71	0.3	77	4.1	19	110	129	1	0	123	123	124	0	1	3
130	0.003	0	0.005	0	0	22	1.6	11	8.8	95	62	157	7	0	134	133	134	4	1	1
130	0.004	0	0.005	0	0	23	1.6	8	9.6	115	62	177	9	0	134	134	135	5	0	1
130	0.001	0	0.005	0	0	22	1.4	11	7.2	32	120	152	2	0	133	132	134	1	0	1
130	0.001	0	0.004	0	0	24	1.2	12	7.6	35	120	155	1	0	134	133	135	1	0	1
130	0.002	0	0.005	0	0	21	1.4	11	7.3	33	119	152	1	0	133	131	133	2	0	1
130	0.002	0	0.005	0	0	23	1.3	10	5.7	32	120	152	2	0	133	133	134	1	0	1
128	0	0	0.006	0.014	0.003	23	6.3	0	0	144	52	196	10	2	90	98	91	95	-1	2
138	0	0.001	0.005	0.001	0.002	57	1.4	10	8.9	132	60	192	9	1	142	127	138	75	0	2
138	0	0	0.005	0.001	0.003	57	1.3	11	10.2	132	60	192	11	1	140	126	137	75	0	2
138	0	0.003	0.003	0	0.002	60	1	8	7.5	118	69	187	10	1	142	130	140	61	0	2
138	0	0	0.005	0	0.002	61	1	12	10	118	69	187	12	1	140	130	140	55	0	2
138	0	0.005	0.003	0	0	62	0.5	9	8.1	27	121	148	1	0	142	140	142	1	1	2
138	0	0	0.005	0	0	65	0.4	14	7	20	129	149	3	0	141	140	142	1	0	2
138	0	0	0.006	0.002	0.002	58	1.1	15	6.9	132	60	192	8	2	141	132	141	47	0	2
141	0.001	0	0.001	0.003	0	54	0.9	7	9.5	124	60	184	12	2	150	139	147	49	1	1
141	0.001	0	0.001	0.004	0	56	0.9	12	8.5	136	60	196	8	2	150	137	147	68	0	1
141	0	0	0	0.003	0	47	0.8	0	9.7	54	103	157	6	1	154	144	147	15	1	1
141	0.002	0	0.002	0	0	62	0.5	14	7.8	34	125	159	1	0	150	146	149	2	1	2
140	0.012	0.002	0.002	0	0	57	1.3	0	3.4	138	50	188	5	0	176	163	167	35	1	1
140	0.01	0	0.001	0	0	57	1.3	0	9.9	138	50	188	4	0	176	164	169	31	1	1
140	0.014	0.003	0	0	0	55	1.4	0	0	138	50	188	3	0	150	164	167	40	1	1
140	0.01	0	0	0	0	59	1.1	0	0	62	120	182	1	0	176	163	169	30	1	1
140	0.013	0	0	0	0	56	1.4	0	0	138	50	188	3	0	176	163	167	35	1	1
140	0.01	0	0	0	0	58	1.2	0	4.2	126	62	188	4	0	176	164	169	27	1	1
142	0.001	0.001	0.004	0	0	50	1.2	0	23.8	104	58	162	8	0	148	144	147	8	1	1
142	0.001	0.001	0.003	0	0	54	0.6	0	11	52	120	172	3	0	148	145	147	2	0	1
140	0.003	0.003	0.004	0	0	34	2.9	0	40.8	114	66	180	9	2	147	145	148	22	1	1
132	0	0.306	0.004	0.004	0.004	35	2.7	0	0	145	54	199	9	2	75	90	78	104	-1	3
132	0	0.298	0.002	0.002	0.004	37	2.3	0	0	111	54	165	5	1	75	87	77	86	-1	3
133	0.003	0.139	0.007	0.002	0	27	1.5	0	14.8	70	88	158	1	0	140	135	138	10	1	1
133	0.005	0.189	0.007	0.002	0	26	1.6	0	12.9	87	71	158	2	0	141	135	139	13	1	1
133	0	0.014	0.005	0	0	29	1.3	0	15.6	34	113	147	1	0	134	134	136	3	0	1
133	0.005	0.157	0.008	0.003	0	26	1.6	0	14.2	70	88	158	2	0	140	135	139	12	1	1
133	0.007	0.235	0.007	0.002	0	28	1.6	0	9.7	87	71	158	2	0	141	137	141	11	1	1
133	0.004	0.408	0.004	0.003	0.001	21	2.3	0	15.7	107	67	174	7	0	143	125	135	76	0	2
133	0	0.36	0.004	0.002	0.002	18	2.7	0	21.5	107	67	174	4	0	115	120	121	48	0	3
133	0.007	0.455	0.003	0.003	0	25	1.7	0	13.3	106	68	174	7	1	143	132	138	41	0	1
133	0.008	0.443	0.005	0.005	0	24	2.1	0	13.4	125	53	178	6	0	143	128	138	69	1	1
133	0.004	0.47	0.005	0.003	0.001	29	1.7	0	9.5	118	59	177	7	1	133	129	133	27	0	1
133	0.006	0.477	0.005	0.003	0	35	1.3	0	5.4	88	68	156	7	0	133	133	136	18	1	1
133	0.003	0.446	0.006	0.004	0.001	24	1.9	0	5.7	99	59	158	5	0	133	124	130	35	1	1
133	0.007	0.481	0.005	0.002	0	32	1.6	0	8.4	90	68	158	4	0	133	133	135	18	1	1
131	0.001	0.369	0.003	0.003	0.002	29	2	0	8.1	111	54	165	14	0	129	112	128	103	1	3
131	0	0.335	0.003	0.003	0.002	34	2.2	0	3.8	128	54	182	10	1	75	99	102	148	-1	3
130	0.001	0.43	0.004	0.005	0.001	25	1.9	0	8.3	141	57	198	16	0	129	125	131	35	0	2

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