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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
139	0.01	0.001	0.008	0.004	0	50	1.4	0	15	102	76	178	10	0	162	144	149	57	1	1
139	0.013	0	0.009	0	0	50	0.9	0	13.4	71	107	178	4	0	162	153	158	25	1	1
130	0.006	0	0.014	0.012	0	57	2	0	0	125	54	179	4	2	121	115	122	94	0	1
130	0.002	0	0.014	0.014	0	59	2.1	0	0	127	50	177	8	2	121	101	115	79	0	3
130	0.002	0	0.012	0.013	0	61	2	0	0	127	50	177	5	0	121	98	115	94	0	3
130	0.001	0	0.012	0.013	0	62	2	0	0	127	50	177	7	0	60	95	112	269	0	3
130	0.001	0.001	0.012	0.01	0.001	62	2.2	0	0	161	50	211	9	0	60	89	113	250	0	3
130	0.002	0.002	0.009	0.009	0.002	63	2.3	0	0	161	50	211	5	0	60	88	113	254	-1	3
130	0.002	0.002	0.008	0.008	0.002	64	2.4	0	0	161	50	211	8	0	60	85	112	243	-1	3
130	0.002	0.002	0.008	0.008	0.002	64	2.5	0	0	161	50	211	7	0	60	83	114	241	-1	3
130	0	0.002	0.007	0.007	0.002	66	2.4	0	0	161	50	211	7	0	60	75	108	190	-1	3
140	0.003	0.001	0.007	0.004	0	64	1.2	0	5.9	74	95	169	6	0	142	137	142	18	0	1
140	0.004	0.001	0.007	0.005	0	64	1.1	0	3.8	73	96	169	5	0	146	140	144	16	0	1
140	0.004	0	0.006	0.004	0	65	0.9	0	5.5	73	96	169	4	0	145	141	145	13	0	1
140	0.004	0.001	0.007	0.004	0	64	1	0	5.7	69	96	165	4	0	145	139	144	17	1	1
140	0.004	0.001	0.008	0.005	0	63	1.2	0	6.2	70	95	165	6	0	147	137	143	25	1	1
140	0.003	0.001	0.007	0.004	0	63	1.2	0	5.3	68	93	161	4	0	143	136	143	19	1	1
140	0.002	0.001	0.007	0.004	0	64	1.2	0	5.9	68	93	161	2	0	143	135	142	19	1	1
140	0.002	0.001	0.007	0.005	0	64	1.2	0	6.5	66	95	161	5	0	143	134	141	21	1	1
140	0.002	0.001	0.008	0.004	0	63	1.4	0	6.6	70	93	163	7	0	142	134	141	22	1	1
140	0.003	0.001	0.007	0.005	0	63	1.5	0	7.2	153	75	228	9	0	142	120	142	22	0	1
140	0.002	0.003	0.006	0.006	0	62	1.6	0	9.1	153	75	228	9	0	142	118	142	20	0	1
140	0.002	0.002	0.004	0.005	0	63	1.3	1	9.1	153	75	228	7	0	142	121	143	17	0	1
140	0.001	0.002	0.006	0.006	0	63	1.5	1	9.5	163	65	228	5	1	142	118	141	27	0	1
140	0.001	0.003	0.005	0.006	0	62	1.5	1	7.5	163	65	228	5	1	142	118	142	27	0	1
140	0	0.003	0.005	0.004	0	63	1.2	3	8.1	94	65	159	3	2	140	131	139	28	1	1
140	0	0.004	0.005	0.004	0	63	1.2	3	8.1	94	65	159	2	2	140	133	140	22	1	1
140	0	0.008	0.006	0.002	0.003	62	2.4	2	0.3	56	85	141	3	0	131	123	130	11	1	3
140	0	0.003	0.005	0.003	0.001	63	1.7	5	4	83	65	148	4	1	140	127	133	32	1	1
140	0	0.004	0.008	0.004	0.001	64	1.3	0	6.4	60	91	151	4	0	139	128	133	21	1	1
133	0.001	0.001	0.005	0.005	0	57	2.6	0	1.5	81	83	164	6	0	132	125	132	21	0	1
133	0	0.001	0.009	0.005	0	58	2.6	0	1.2	66	83	149	4	0	135	123	132	21	1	1
133	0	0.002	0.007	0.004	0	60	2.2	0	1.1	65	83	148	1	0	135	124	132	19	1	1
133	0	0.004	0.006	0.004	0	60	2.5	0	0	65	83	148	2	0	131	122	130	14	1	1
133	0	0.003	0.009	0.004	0	61	2.5	0	0.1	62	86	148	2	0	133	123	130	14	1	1
133	0	0.004	0.008	0.003	0	61	2.9	0	0.1	49	93	142	3	0	133	124	132	9	1	1
133	0	0.003	0.009	0.003	0	63	2.4	0	0.1	39	103	142	2	0	133	125	131	8	1	1
133	0	0.003	0.009	0.003	0	63	2.3	0	0.5	36	103	139	2	0	133	124	130	8	1	1
133	0	0.003	0.009	0.003	0	63	2.2	0	0.5	36	103	139	1	0	133	124	130	8	1	1
133	0	0.004	0.008	0.004	0	62	2.2	0	0.5	48	97	145	2	0	133	123	129	11	1	1
133	0	0.003	0.007	0.003	0	62	2.1	0	2.3	74	88	162	4	0	133	124	130	12	0	1
133	0	0.004	0.006	0.004	0	62	2.1	0	1.6	98	64	162	2	0	133	122	129	25	0	1
133	0	0.003	0.005	0.004	0	62	2	0	1.6	100	62	162	3	0	133	119	128	44	0	1
133	0	0.004	0.005	0.004	0	62	2.2	0	2	103	62	165	3	0	129	117	128	44	0	1
133	0	0.001	0.006	0.003	0.003	60	2.2	0	5	105	60	165	5	0	100	104	108	52	0	3
133	0	0.001	0.006	0.003	0.002	62	1.9	0	4.2	105	60	165	4	0	128	108	116	71	0	3
133	0	0.001	0.005	0.003	0.002	61	2.3	0	5	105	60	165	4	0	128	103	116	70	0	3
133	0	0.001	0.005	0.003	0.003	60	2.8	0	8.1	105	60	165	5	0	100	98	107	45	0	3
133	0	0.001	0.006	0.002	0.002	60	2.7	0	8.2	105	60	165	5	0	119	100	112	53	0	3
133	0	0.001	0.006	0.002	0.002	60	2.8	0	7.7	105	60	165	5	0	119	100	111	53	0	3
133	0	0.001	0.006	0.001	0.002	60	3.1	0	9.5	105	60	165	7	0	93	98	107	57	0	3
133	0	0	0.007	0.001	0.003	60	3.2	0	0	105	60	165	6	0	93	94	102	42	0	3
133	0	0	0.01	0.002	0.002	60	3	0	0	105	60	165	5	0	125	97	105	80	0	3
133	0	0	0.012	0.001	0.002	60	3	0	0	97	58	155	4	0	125	96	105	79	0	3
133	0	0	0.01	0.003	0.001	60	3.3	0	0	81	58	139	2	0	125	96	111	75	1	3
133	0	0	0.01	0.003	0.002	60	3	0	0	104	58	162	5	0	125	95	103	90	0	3
133	0	0	0.01	0.003	0.002	61	2.8	0	0	105	57	162	6	0	125	96	103	95	0	3
133	0.001	0	0.009	0.004	0.002	60	2.8	0	0	127	57	184	8	0	125	98	104	95	0	3
133	0.001	0	0.009	0.003	0.003	61	2.6	0	0	132	52	184	7	0	125	96	102	108	0	3
133	0	0	0.004	0.004	0.004	63	1.9	0	0	104	62	166	5	0	77	93	92	74	-1	3
133	0.001	0	0.009	0.004	0.004	63	2.1	0	0	133	52	185	4	0	125	94	97	147	-1	3
133	0.001	0	0.008	0.004	0.003	62	2.2	0	0	133	52	185	5	0	125	100	108	114	0	3
133	0.001	0	0.01	0.004	0.002	61	2.7	0	0	132	52	184	5	0	125	96	110	103	0	3
133	0	0	0.01	0.003	0.002	61	2.8	0	0	98	57	155	4	0	125	95	103	95	0	3
138	0.007	0	0.006	0	0	58	0.6	0	14.4	50	133	183	1	0	152	157	155	17	0	1
138	0.005	0	0.005	0	0	58	0.6	0	19.3	46	137	183	3	0	149	160	161	27	1	1
138	0.011	0	0.005	0	0	57	0.7	0	3.7	48	135	183	3	0	152	160	161	21	1	1
138	0.01	0	0.006	0	0	57	0.8	0	3.8	51	127	178	3	0	149	150	150	10	0	1
138	0.009	0	0.005	0	0	57	0.8	0	7.3	41	127	168	2	0	148	145	148	6	0	1
138	0.007	0	0.004	0	0	59	0.7	0	8.5	43	125	168	1	0	148	145	147	6	0	1
138	0.005	0	0.005	0	0	59	0.8	0	8	43	125	168	2	0	148	143	145	7	0	1
138	0.006	0	0.005	0	0	59	0.8	0	7.7	43	125	168	3	0	148	144	146	6	0	1
138	0.006	0	0.004	0	0	60	0.7	0	7.7	43	125	168	1	0	148	145	146	6	0	1
138	0.006	0.002	0.003	0	0	60	0.8	0	7.4	43	125	168	1	0	148	144	147	6	0	1
135	0.012	0.002	0.004	0	0	60	0.9	0	0.5	44	124	168	3	0	148	144	147	6	0	1
135	0.011	0.002	0.004	0	0	60	0.9	0	0.4	44	124	168	3	0	148	144	146	6	0	1
135	0.012	0.002	0.002	0	0	59	1	0	0.5	39	124	163	1	0	148	143	146	6	0	1
135	0.011	0.002	0.004	0	0	60	0.9	0	0.5	39	124	163	1	0	148	143	146	6	0	1
135	0.009	0.002	0.006	0	0	60	0.9	0	3.8	39	124	163	2	0	148	143	146	6	0	1
135	0.007	0.002	0.006	0	0	60	1	0	5.2	40	123	163	0	0	148	142	145	7	0	1
135	0.007	0.002	0.006	0	0	62	0.9	1	8.2	41	119	160	1	0	148	142	146	8	0	1
135	0.006	0.002	0.008	0	0	63	0.8	0	9.5	40	120	160	1	0	147	141	145	6	0	1
135	0.005	0	0.002	0	0	63	0.8	0	9.9	41	119	160	1	0	147	141	143	7	0	1
135	0.003	0	0.002	0	0	64	0.7	0	9.5	41	119	160	2	0	147	141	143	7	0	1
135	0.002	0	0.003	0	0	64	0.6	0	10.2	41	119	160	3	0	147	141	143	7	0	1
135	0.001	0	0.003	0	0	65	0.6	0	10.3	38	119	157	4	0	147	141	143	6	0	1
135	0.008	0.001	0.004	0	0	61	0.8	0	6.7	48	120	168	2	0	148	143	145	6	0	1
135	0.007	0	0.004	0	0	58	0.8	0	7.5	50	121	171	3	0	147	146	147	8	0	1
135	0.007	0	0.005	0	0	58	0.8	0	6.9	50	121	171	2	0	148	146	147	8	0	1
135	0.006	0	0.004	0	0	58	1	0	5.6	43	121	164	3	0	147	144	146	6	0	1
135	0.006	0	0.001	0	0	58	1.1	0	4.3	53	111	164	3	0	141	143	145	8	0	1
135	0.006	0	0	0	0	58	1.2	0	5.2	51	111	162	2	0	141	141	143	6	0	1
135	0.008	0	0.005	0	0	58	1	0	4.7	58	113	171	3	0	141	144	146	10	0	1
125	0	0	0.007	0.009	0	62	1.6	0	1.5	73	68	141	7	0	129	117	125	32	1	1
125	0	0	0.007	0.008	0	62	1.7	0	1.2	73	68	141	9	0	128	117	126	29	1	1
125	0	0	0.007	0.008	0	62	1.4	0	1.4	73	68	141	8	0	128	117	125	30	1	1
125	0	0	0.008	0.009	0	62	1.3	0	1.3	70	68	138	6	0	128	117	124	25	1	1
125	0	0.001	0.007	0.007	0	62	1.9	0	1.6	70	68	138	6	0	130	118	127	25	1	1
125	0	0.001	0.009	0.009	0	63	1.6	0	1.7	70	68	138	4	0	130	116	124	32	1	1
125	0	0.001	0.009	0.008	0	62	1.7	0	1.1	72	68	140	5	0	130	116	125	29	1	1