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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	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	0.012	0	0	75	0.2	52	5.6	16	136	152	1	0	145	144	146	0	0	2
144	0	0.006	0	0	77	0.2	62	3.8	12	138	150	2	0	144	144	146	0	0	2
144	0	0.02	0	0	71	0.3	24	6.8	19	133	152	1	0	145	144	146	0	0	2
145	0	0.018	0	0	75	0.3	39	7.8	54	131	185	3	0	145	144	146	0	-1	2
145	0	0.02	0	0	77	0.2	45	5.8	21	129	150	1	0	146	145	147	0	1	2
145	0	0.021	0	0	74	0.3	30	8.5	54	131	185	2	0	145	144	146	1	-1	2
145	0	0.02	0	0	77	0.2	45	5.8	21	129	150	1	0	146	145	147	0	1	2
132	0	0.005	0	0	61	0.4	35	5.7	18	126	144	1	0	134	135	136	0	0	2
141	0	0.007	0	0	71	0.4	67	10.8	78	69	147	2	0	144	142	144	2	1	2
141	0	0.003	0	0	77	0.3	72	3.2	9	138	147	1	0	144	143	145	0	1	3
146	0	0.006	0	0	69	0.5	45	11	42	117	159	6	0	153	150	152	3	1	2
146	0	0.004	0	0	76	0.3	58	4.4	18	135	153	2	0	150	149	151	0	1	2
146	0	0.007	0	0	65	0.5	32	9.5	33	133	166	4	0	153	151	154	1	0	2
146	0	0.014	0	0	72	0.3	41	6.9	35	120	155	4	0	147	146	148	0	1	2
146	0	0.006	0	0	77	0.3	61	5.7	29	120	149	4	0	147	146	147	0	1	2
146	0	0.021	0	0	68	0.3	23	7.2	20	136	156	1	0	147	147	148	1	0	2
150	0	0.022	0	0	74	0.3	56	6.4	25	131	156	4	0	150	150	151	0	1	2
150	0	0.025	0	0	79	0.2	84	2.8	5	147	152	1	0	150	149	151	0	0	3
144	0	0.022	0	0	74	0.3	56	6.4	25	131	156	4	0	150	150	151	0	1	2
150	0	0.024	0	0	79	0.2	84	2.8	5	147	152	1	0	150	149	151	0	0	3
150	0	0.028	0	0	71	0.4	18	7.9	17	139	156	0	0	151	151	152	0	1	3
150	0	0.016	0	0	73	0.3	44	7.3	26	128	154	3	0	150	149	151	0	1	2
135	0	0.001	0	0	56	1	39	16.4	89	67	156	8	0	143	140	142	6	1	2
135	0	0	0	0	62	0.5	71	6.9	97	71	168	3	0	143	142	144	1	1	3
135	0	0	0	0	62	0.5	71	6.9	97	71	168	3	0	143	142	144	1	1	3
135	0.002	0.015	0	0	54	1	10	16.7	132	66	198	10	0	150	143	146	12	0	2
144	0	0.019	0	0	76	0.4	61	10.6	81	71	152	3	0	145	144	146	2	1	2
144	0	0.024	0	0	75	0.3	67	4.2	16	136	152	2	0	145	146	147	0	0	2
146	0	0	0	0	84	0.2	81	2.9	10	140	150	1	0	146	145	147	0	0	3
146	0	0.006	0	0	77	0.2	42	4.6	12	137	149	1	0	142	142	143	0	0	2
146	0	0.004	0	0	78	0.2	57	4.3	12	137	149	1	0	144	143	145	0	0	2
146	0	0.004	0	0	79	0.2	56	4.3	12	137	149	1	0	144	143	145	0	0	2
146	0	0.009	0	0	77	0.3	20	4.8	12	137	149	0	0	142	143	145	0	0	2
144	0	0.019	0	0	76	0.4	61	10.6	81	71	152	3	0	145	144	146	2	1	2
144	0	0.011	0	0	79	0.3	77	7.9	80	71	151	2	0	145	144	146	1	1	3
146	0	0.003	0	0	81	0.2	67	3.9	13	137	150	1	0	146	144	146	1	0	3
137	0	0.016	0	0	64	0.5	12	10.9	85	68	153	2	0	143	142	143	3	1	2
137	0	0.019	0	0	64	0.4	12	8.6	22	131	153	1	0	145	143	145	1	0	2
137	0	0.021	0	0	65	0.4	11	8.1	20	133	153	1	0	145	144	146	1	0	2
133	0	0	0	0	73	0.2	88	3.3	8	131	139	1	0	133	134	135	0	0	3
133	0	0	0	0	75	0.2	91	2.9	7	131	138	1	0	133	134	135	0	0	3
133	0	0	0	0	73	0.3	78	3.6	8	131	139	1	0	134	134	135	0	0	3
133	0	0	0	0	73	0.3	84	3.5	8	131	139	1	0	134	134	135	0	0	3
139	0	0.005	0	0	75	0.4	47	9.2	79	66	145	6	0	140	139	141	2	1	2
139	0	0.002	0	0	77	0.2	41	5.3	17	128	145	1	1	142	141	143	0	1	2
139	0	0.007	0	0	78	0.2	59	4.2	11	133	144	1	0	140	139	141	0	0	2
139	0	0.007	0	0	77	0.2	55	4.3	11	133	144	1	0	140	139	141	0	0	2
139	0	0.003	0	0	76	0.3	12	6.1	17	128	145	1	1	140	140	141	0	1	2
141	0	0.01	0.001	0	78	0.2	61	4.7	13	133	146	1	0	143	141	143	0	1	2
141	0	0.019	0.002	0	78	0.2	49	4.8	10	136	146	1	0	142	141	143	0	0	2
141	0	0.008	0	0	75	0.3	49	4.6	9	136	145	1	0	143	141	143	0	1	2
140	0	0.019	0	0	77	0.2	82	3.7	8	136	144	1	0	141	140	142	0	0	3
140	0	0.022	0	0	78	0.2	86	3.4	8	136	144	1	0	141	140	141	0	0	3
140	0	0.002	0	0	69	0.3	21	8.3	22	129	151	2	0	141	141	142	1	0	2
140	0	0.006	0	0.003	67	0.4	25	7.1	25	122	147	1	0	142	138	141	4	1	2
140	0	0.007	0	0.005	61	0.9	16	12.4	129	64	193	9	1	142	138	141	11	0	2
130	0	0.009	0	0	59	0.5	15	9.8	53	95	148	4	0	142	138	142	4	1	2
130	0.002	0.009	0	0	46	1.2	0	16.2	95	60	155	8	0	136	133	135	8	1	1
133	0	0.009	0.003	0	60	0.5	14	11.4	80	68	148	4	0	137	136	138	2	1	2
133	0	0.009	0.002	0	54	0.6	0	13.6	80	68	148	2	0	137	138	139	2	1	1
133	0	0.009	0.003	0	64	0.4	25	6.4	15	129	144	2	0	136	135	137	0	0	2
133	0	0.011	0.004	0	69	0.3	29	5.6	12	129	141	1	0	137	135	137	0	0	2
135	0	0.013	0.002	0	67	0.3	67	5.5	28	116	144	4	0	136	135	137	0	1	2
135	0	0.013	0.001	0	69	0.3	78	3.9	9	132	141	1	0	136	136	137	0	0	3
135	0	0.016	0.002	0	70	0.3	84	3.5	9	132	141	1	0	136	136	137	0	0	3
135	0	0.006	0.003	0	61	0.5	21	9.5	36	108	144	5	0	138	135	137	3	1	2
135	0	0.019	0.002	0	63	0.4	60	4	8	133	141	1	0	136	136	137	0	0	2
135	0	0.013	0.002	0	65	0.4	68	5	25	116	141	3	0	136	135	137	0	1	2
133	0	0.008	0.003	0	61	0.5	4	7.8	16	128	144	1	0	135	135	136	0	0	2
138	0	0.008	0.001	0.002	64	0.4	30	7	41	118	159	2	0	144	143	145	5	0	2
138	0	0.002	0	0	68	0.3	21	7.2	22	128	150	1	0	144	142	144	1	1	2
138	0	0.009	0.002	0.002	55	0.7	0	9.3	48	103	151	4	0	144	140	143	5	1	1
138	0	0.012	0.002	0.002	60	0.5	32	6.8	56	103	159	4	0	151	144	145	9	1	2
138	0	0.001	0	0.001	66	0.4	20	6.8	33	117	150	2	0	144	141	144	2	1	2
138	0	0.009	0.002	0.002	60	0.5	9	8.7	47	103	150	3	0	144	140	144	4	1	2
141	0	0.017	0.002	0.002	60	0.4	41	5.6	38	121	159	3	0	154	149	154	8	1	2
141	0.005	0.023	0.002	0.001	53	1	28	5.2	123	57	180	13	0	154	149	154	10	1	2
141	0.009	0.023	0	0	46	1.1	2	2.9	114	58	172	7	0	154	149	152	8	1	1
141	0.001	0.02	0.001	0.001	59	0.5	38	6.1	38	121	159	3	0	154	149	154	8	1	2
141	0.001	0.02	0.001	0.001	56	0.5	17	7.4	51	121	172	4	0	154	148	152	7	0	2
141	0.008	0.024	0.002	0.002	50	0.9	1	4.3	114	58	172	7	0	148	147	151	7	1	1
129	0.009	0.035	0.003	0	41	1.1	0	2.9	135	65	200	4	1	133	147	142	60	0	1
131	0.012	0.054	0.003	0	37	1.4	0	3.7	135	65	200	5	1	139	154	148	70	0	1
131	0.006	0.03	0	0	44	0.8	0	4.6	65	125	190	1	0	137	146	140	38	-1	1
133	0.005	0.005	0	0	48	0.7	0	6.3	28	125	153	1	0	135	137	137	2	0	1
129	0.009	0.048	0.003	0.001	36	1.5	0	17.9	134	61	195	11	2	186	154	147	157	0	1
129	0.011	0.088	0.005	0	36	1.5	0	0	99	99	198	3	1	186	163	169	106	1	1
129	0.011	0.03	0.003	0	37	1.2	0	8.6	102	93	195	8	0	187	157	153	137	0	1
129	0.006	0.006	0	0	39	1.1	0	11.7	105	55	160	3	2	127	136	137	21	1	1
129	0.008	0.054	0.002	0	37	1.3	0	12.1	140	55	195	7	4	186	151	144	177	0	1
129	0.01	0.043	0.003	0	36	1.4	0	9.4	140	55	195	5	3	143	148	143	52	0	1
143	0	0	0.001	0	59	0.5	29	9.8	37	120	157	5	1	146	146	147	2	1	1
143	0	0	0	0	70	0.3	49	5.3	13	137	150	1	0	146	144	146	0	0	2
143	0	0	0.002	0	46	0.9	0	11.8	116	68	184	5	1	150	147	149	4	1	1
143	0	0	0.001	0	56	0.6	12	12.2	116	68	184	5	1	145	145	147	3	1	1
143	0	0	0.001	0	63	0.5	35	9.9	37	120	157	5	1	146	145	146	2	1	2
143	0	0	0.002	0	51	0.8	9	13.1	116	68	184	6	1	145	147	148	3	1	1
148	0	0	0	0	65	0.4	20	6.7	21	141	162	1	0	157	155	157	1	1	2
148	0	0	0	0	65	0.4	21	6.5	17	145	162	0	0	156	155	157	0	0	2
150	0.002	0	0	0.003	47	1.4	10	12.1	145	52	197	8	0	159	154	157	13	1	2