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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	severe_decelerations float64 0 0	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
137	0.008	0.001	0.005	0.003	0	0	58	1.4	0	4.7	109	69	178	2	0	146	143	150	47	1	1
137	0.007	0.001	0.004	0.003	0	0	57	1.4	0	6.2	109	69	178	4	0	146	143	149	43	1	1
137	0.006	0.002	0.005	0.002	0	0	57	1.4	0	6.8	109	69	178	3	1	148	143	149	43	1	1
137	0.006	0.005	0.005	0.001	0	0	59	1.4	0	7	48	122	170	2	0	146	141	143	8	0	1
137	0.009	0.003	0.004	0.001	0	0	58	1.2	0	6.4	48	122	170	1	0	146	144	146	8	0	1
137	0.011	0.004	0.004	0.001	0	0	56	1.1	0	5.2	48	122	170	1	0	146	144	146	8	0	1
137	0.009	0.003	0.004	0.001	0	0	57	1.2	0	5.9	48	122	170	1	0	146	144	145	8	0	1
137	0.012	0.002	0.005	0	0	0	56	0.9	0	4.1	48	122	170	3	0	147	146	147	7	0	1
131	0	0.003	0.003	0.008	0	0.003	67	1.7	0	0	68	78	146	7	0	121	116	120	15	0	3
131	0.004	0.003	0.004	0.005	0	0.001	60	2.1	0	0.9	90	78	168	8	0	133	127	132	21	0	1
131	0.006	0.003	0.004	0.004	0	0	57	2	0	1.2	69	100	169	6	1	133	133	134	15	0	1
131	0.008	0.003	0.002	0	0	0	53	1.8	0	3.2	60	109	169	7	0	150	143	147	14	0	1
131	0.007	0.004	0.003	0	0	0	53	2.4	0	0	56	109	165	4	0	131	140	143	25	0	1
131	0.008	0.004	0.004	0.001	0	0	55	2.3	0	0	56	109	165	3	0	130	138	141	25	0	1
131	0.008	0.002	0.004	0.002	0	0	55	1.9	0	2.4	85	84	169	6	0	150	139	144	25	1	1
131	0.008	0.003	0.004	0.001	0	0	55	1.9	0	2.8	85	84	169	6	0	150	140	145	22	1	1
131	0.009	0.001	0.004	0.001	0	0	55	2	0	2.7	85	84	169	6	0	132	140	145	26	1	1
131	0.01	0	0.003	0.001	0	0	54	1.4	0	3.3	85	84	169	7	0	151	143	147	20	1	1
131	0.008	0	0.002	0.001	0	0	54	1.5	0	5.3	86	83	169	7	0	151	142	147	22	1	1
131	0.009	0	0.004	0.001	0	0	54	1.5	0	4	85	84	169	6	0	151	141	144	22	1	1
131	0.008	0	0.005	0.001	0	0	54	1.6	0	2.7	56	111	167	2	0	138	139	141	8	0	1
131	0.01	0	0.006	0.001	0	0	52	1.3	0	2.8	56	111	167	2	0	138	140	142	8	0	1
131	0.007	0	0.007	0.002	0	0	52	1.4	0	2.4	68	99	167	3	0	140	139	141	8	0	1
134	0.005	0.001	0.006	0.004	0	0	53	1.8	0	0.9	83	83	166	5	0	143	133	140	29	1	1
134	0.005	0.001	0.006	0.005	0	0	56	1.6	0	1	83	83	166	7	0	135	133	138	23	0	1
134	0.004	0.001	0.006	0.006	0	0	57	1.5	0	1.8	78	83	161	5	0	137	132	138	21	1	1
134	0.003	0.001	0.007	0.005	0	0.001	59	1.4	0	2.7	72	83	155	7	1	137	127	136	35	1	1
134	0	0	0.009	0.006	0	0.002	64	1.5	0	3.8	70	83	153	5	0	137	119	124	50	1	3
134	0.008	0	0.012	0.006	0	0	60	1.3	0	0	109	80	189	7	0	156	138	151	101	1	1
134	0.008	0	0.01	0.005	0	0	60	1.1	0	9.3	109	80	189	8	0	156	145	154	70	1	1
134	0.009	0.001	0.01	0.006	0	0	60	1.2	0	0	109	80	189	8	0	156	145	154	69	1	1
134	0.008	0.001	0.01	0.006	0	0	61	1.1	0	3.7	109	80	189	10	0	156	144	151	61	0	1
134	0.007	0.001	0.011	0.005	0	0	62	1.2	0	4.5	109	80	189	9	0	156	145	152	49	0	1
134	0.008	0.001	0.009	0.004	0	0	60	1.2	0	4.9	109	80	189	4	1	156	147	151	40	0	1
134	0.008	0.001	0.007	0.004	0	0	59	1.2	0	5.2	109	80	189	6	0	150	146	150	33	0	1
134	0.005	0	0	0	0	0	55	1.2	0	1.8	83	90	173	4	0	150	147	151	22	1	1
134	0.005	0.001	0.007	0.004	0	0	61	1.2	0	5.9	83	90	173	4	0	150	143	148	19	1	1
134	0.005	0.001	0.007	0.005	0	0	61	1.1	0	6	83	90	173	5	0	142	143	147	17	1	1
134	0.006	0.001	0.007	0.004	0	0	62	1.1	0	4.9	83	90	173	5	0	148	142	147	17	1	1
134	0.005	0	0.006	0.004	0	0	62	1.1	0	4.9	83	90	173	5	0	142	142	146	15	0	1
134	0.007	0	0.006	0.002	0	0	63	1	0	3.8	83	90	173	3	0	149	144	147	15	1	1
134	0.008	0.002	0.003	0.005	0	0	63	0.9	0	2.5	100	88	188	8	0	151	140	146	36	0	1
134	0.009	0.001	0.006	0.005	0	0	60	1.1	0	0.5	99	88	187	6	0	151	145	151	38	0	1
134	0.009	0.001	0.006	0.005	0	0	59	1.2	0	0.6	99	88	187	5	0	151	145	151	42	0	1
134	0.008	0.002	0.008	0.005	0	0	59	1.1	0	0	99	88	187	5	0	151	145	152	44	0	1
134	0.008	0.001	0.009	0.005	0	0	57	1.2	0	0	95	92	187	4	0	151	147	154	44	0	1
134	0.009	0	0.01	0.005	0	0	57	1.2	0	0	101	86	187	3	0	151	148	155	47	1	1
134	0.011	0	0.01	0.004	0	0	56	1.4	0	0	101	86	187	5	0	151	152	160	44	1	1
134	0.011	0.001	0.008	0.005	0	0	55	1.5	0	0	101	86	187	5	0	151	149	157	49	1	1
134	0.002	0.002	0	0.002	0	0.004	63	1.5	0	0	100	71	171	4	1	89	105	105	72	-1	3
134	0.005	0.002	0.002	0.003	0	0.003	62	1.5	0	0	113	71	184	4	0	89	113	110	148	-1	3
134	0.004	0.001	0.001	0.004	0	0.003	60	1.6	0	0	113	71	184	7	0	89	118	113	195	-1	3
134	0.004	0.001	0.001	0.003	0	0.003	61	1.8	0	0	118	66	184	6	0	88	112	111	182	-1	3
134	0.004	0.001	0.001	0.003	0	0.004	62	1.8	0	0	118	66	184	5	0	88	106	107	128	-1	3
134	0.003	0	0	0	0	0.005	64	1.7	0	0	114	66	180	6	1	88	101	102	88	-1	3
134	0.003	0	0	0	0	0.005	65	1.8	0	0	114	66	180	8	1	88	100	101	83	-1	3
134	0.004	0	0	0.001	0	0.004	64	1.9	0	0	120	66	186	9	0	88	104	106	109	-1	3
160	0.01	0	0.008	0	0	0	58	0.8	0	8.2	74	131	205	7	0	179	170	174	14	0	1
120	0.002	0	0.001	0.009	0	0	57	1.3	0	7.5	78	79	157	4	0	113	115	119	25	0	1
120	0.003	0	0.001	0.01	0	0	58	1.2	0	7.3	78	79	157	3	0	128	114	118	39	0	1
120	0.003	0	0.001	0.009	0	0	57	1.5	0	8	78	79	157	5	1	113	115	119	28	0	1
120	0	0	0.003	0.012	0	0	59	1.6	0	9.8	85	69	154	4	1	91	107	107	62	0	3
120	0	0	0.004	0.013	0	0	59	1.6	0	11.1	83	69	152	4	1	91	106	106	56	0	3
120	0	0	0.004	0.012	0	0	59	1.6	0	10.8	83	69	152	4	1	105	106	107	31	0	3
120	0	0	0.005	0.011	0	0	60	1.6	0	9	85	69	154	4	1	86	105	105	75	0	3
120	0	0	0.005	0.009	0	0.001	62	1.5	0	8.8	85	69	154	5	1	86	102	101	64	-1	3
120	0	0	0.005	0.006	0	0.001	62	1.5	0	9.3	85	69	154	4	1	86	101	98	64	-1	3
120	0	0	0.004	0.007	0	0.001	64	1.3	0	8.4	85	69	154	3	1	86	97	93	48	-1	3
120	0	0	0.005	0.006	0	0.002	64	1.1	0	8.1	85	69	154	2	1	86	98	95	44	-1	3
120	0	0	0.003	0.006	0	0.002	62	1.3	0	9.4	83	69	152	6	1	86	101	101	56	0	3
120	0	0	0.001	0.007	0	0.002	64	1.1	0	0	80	74	154	3	0	86	99	99	40	-1	3
120	0	0	0.002	0.01	0	0.002	63	1.3	0	0	83	69	152	6	0	107	100	101	26	0	3
120	0	0	0.002	0.008	0	0.002	64	1.3	0	0	77	69	146	8	0	86	98	100	38	0	3
120	0	0	0.005	0.01	0	0.002	64	1.7	0	0	111	63	174	10	1	86	92	102	43	-1	3
120	0	0	0.004	0.009	0	0.001	63	2	0	0	128	63	191	12	2	107	93	106	36	-1	3
120	0	0	0.004	0.009	0	0.001	62	1.9	0	3.9	128	63	191	10	1	107	95	105	37	-1	3
120	0	0	0.005	0.009	0	0.002	64	1.7	0	0	111	63	174	10	1	86	93	101	42	-1	3
121	0.003	0.002	0.003	0.005	0	0	58	1.5	0	8.9	96	67	163	7	1	122	116	120	25	0	1
121	0.004	0.002	0.004	0.006	0	0	58	1.7	0	8.4	96	67	163	6	1	122	115	120	31	0	1
121	0.003	0.002	0.002	0.004	0	0	57	1.6	0	13.6	99	67	166	7	1	122	119	123	24	0	1
121	0.006	0.002	0.004	0.002	0	0	57	1.3	0	14.1	76	90	166	3	0	124	126	126	17	0	1
121	0.005	0.002	0.001	0	0	0	55	1.4	0	13.7	73	96	169	6	0	124	127	127	19	0	1
121	0.007	0.003	0.001	0	0	0	54	1.7	0	9.9	73	96	169	7	0	124	129	130	24	0	1
121	0.006	0.002	0.004	0.002	0	0	56	1.4	0	12.3	79	90	169	3	0	124	126	127	19	0	1
121	0.004	0.002	0.002	0.003	0	0	56	1.4	0	14	88	81	169	4	0	124	123	125	23	0	1
121	0.004	0.002	0.002	0.005	0	0	56	1.6	0	13.6	99	70	169	5	1	124	121	124	28	0	1
121	0.005	0.003	0.005	0.004	0	0	55	1.8	0	10.6	99	70	169	9	1	124	122	126	33	0	1
121	0.006	0.004	0.004	0.006	0	0	56	1.9	0	3	99	70	169	5	1	124	121	127	38	0	1
121	0.005	0.004	0.005	0.006	0	0	56	1.8	0	2.6	99	70	169	6	0	124	120	125	37	0	1
121	0.004	0.003	0.006	0.009	0	0	58	1.8	0	2.4	107	62	169	8	0	114	113	120	55	0	1
121	0	0.002	0.002	0.015	0	0	61	2	0	4.9	98	62	160	8	0	114	100	106	59	0	3
121	0	0.001	0.004	0.01	0.001	0	66	2.1	0	6.4	105	55	160	7	0	67	85	92	109	-1	3
121	0	0.001	0.003	0.011	0.001	0	67	2.1	0	0	102	55	157	4	1	67	81	87	89	-1	3
121	0	0.001	0.005	0.012	0.001	0	66	2.1	0	0	102	55	157	5	1	67	83	90	98	-1	3
121	0	0.001	0.003	0.01	0.001	0	68	2.1	0	0	102	55	157	3	1	67	79	82	83	-1	3
121	0	0	0.004	0.009	0.001	0	70	1.9	0	0	102	55	157	6	2	67	76	79	68	-1	3
143	0.01	0	0.001	0	0	0	59	0.8	0	7.2	72	96	168	3	0	152	146	150	8	1	1
143	0.008	0	0.003	0.002	0	0	60	2	0	3.6	79	101	180	9	0	146	144	151	18	0	1
143	0.008	0	0.002	0	0	0	60	2.2	0	3.9	79	101	180	8	0	150	132	153	14	0	1
143	0	0	0.004	0	0	0	66	0.4	4	10.2	22	132	154	1	0	144	143	145	1	0	1

Subsets and Splits