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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
120	0	0	0	0	0	73	0.5	43	2.4	64	62	126	2	0	120	137	121	73	1	2
132	0.006	0	0.006	0.003	0	17	2.1	0	10.4	130	68	198	6	1	141	136	140	12	0	1
133	0.003	0	0.008	0.003	0	16	2.1	0	13.4	130	68	198	5	1	141	135	138	13	0	1
134	0.003	0	0.008	0.003	0	16	2.4	0	23	117	53	170	11	0	137	134	137	13	1	1
132	0.007	0	0.008	0	0	16	2.4	0	19.9	117	53	170	9	0	137	136	138	11	1	1
134	0.001	0	0.01	0.009	0.002	26	5.9	0	0	150	50	200	5	3	76	107	107	170	0	3
134	0.001	0	0.013	0.008	0.003	29	6.3	0	0	150	50	200	6	3	71	107	106	215	0	3
122	0	0	0	0	0	83	0.5	6	15.6	68	62	130	0	0	122	122	123	3	1	3
122	0	0	0.002	0	0	84	0.5	5	13.6	68	62	130	0	0	122	122	123	3	1	3
122	0	0	0.003	0	0	86	0.3	6	10.6	68	62	130	1	0	122	122	123	1	1	3
151	0	0	0.001	0.001	0	64	1.9	9	27.6	130	56	186	2	0	150	148	151	9	1	2
150	0	0	0.001	0.001	0	64	2	8	29.5	130	56	186	5	0	150	148	151	10	1	2
131	0.005	0.072	0.008	0.003	0	28	1.4	0	12.9	66	88	154	5	0	135	134	137	7	1	1
131	0.009	0.222	0.006	0.002	0	28	1.5	0	5.4	87	71	158	2	0	141	137	141	10	1	1
130	0.006	0.408	0.004	0.005	0.001	21	2.3	0	7.9	107	67	174	7	0	143	125	135	76	0	1
130	0.006	0.38	0.004	0.004	0.001	19	2.3	0	8.7	107	67	174	3	0	134	127	133	43	0	1
130	0.006	0.441	0.005	0.005	0	24	2.1	0	10.9	125	53	178	5	0	143	128	138	70	1	1
131	0.002	0.383	0.003	0.005	0.002	18	2.4	0	13.9	107	67	174	5	0	134	125	132	45	0	2
130	0.003	0.451	0.006	0.004	0.001	23	1.9	0	8.8	99	59	158	6	0	133	124	129	36	1	1
130	0.005	0.469	0.005	0.004	0.001	29	1.7	0	7.8	112	65	177	6	1	133	129	133	27	0	1
129	0	0.34	0.004	0.002	0.003	30	2.1	0	8.5	128	54	182	13	0	129	104	120	138	0	3
128	0.005	0.425	0.003	0.003	0.002	26	1.7	0	6.7	141	57	198	9	0	129	125	132	34	0	1
128	0	0.334	0.003	0.003	0.003	34	2.5	0	4	145	54	199	11	1	75	99	102	148	-1	3
128	0	0	0	0	0	80	0.5	0	6.8	16	114	130	0	0	126	124	125	1	1	3
128	0	0	0.003	0	0	86	0.3	79	2.9	16	114	130	0	0	128	126	129	0	1	3
124	0	0	0	0	0	86	0.3	72	4	12	118	130	1	0	124	124	125	0	0	3
124	0	0	0	0	0	86	0.4	14	4.8	24	122	146	1	0	126	126	127	0	-1	3
124	0	0	0	0	0	87	0.2	71	3.4	10	118	128	0	0	124	123	125	0	0	3
132	0	0.135	0.001	0.008	0.001	29	4.4	0	10.5	141	50	191	7	1	133	119	129	73	0	2
132	0	0.099	0	0.012	0	26	6	0	5	143	50	193	10	0	133	113	117	89	0	1
132	0	0.108	0.002	0.01	0	26	4.5	0	12.5	149	50	199	9	0	133	120	126	56	0	1
132	0	0.112	0.004	0.014	0	22	6.9	0	6.3	149	50	199	10	0	123	112	115	66	0	1
132	0	0.089	0.001	0.01	0	29	2.9	0	15.1	144	50	194	11	1	133	124	130	35	0	1
120	0.008	0.103	0.001	0.001	0	28	3.4	0	21.7	126	55	181	13	0	121	124	126	25	0	1
120	0.009	0.085	0.002	0.002	0	28	3.2	0	12.4	128	53	181	9	1	129	125	127	25	0	1
120	0.006	0.109	0.007	0	0	27	3.7	0	24.2	144	51	195	11	0	125	124	126	24	0	1
115	0.005	0.079	0.005	0.003	0	23	3.4	0	18.8	130	52	182	9	0	119	116	118	21	0	1
114	0.005	0	0.005	0.003	0	24	3.2	0	16.2	134	52	186	8	0	117	115	117	19	0	1
115	0.006	0.065	0.004	0.001	0	22	3.6	0	19.6	138	50	188	8	0	117	117	119	21	0	1
115	0.009	0.055	0.005	0	0	27	2.3	0	12.4	129	53	182	7	0	119	120	120	14	0	1
114	0.008	0.058	0.007	0.001	0	28	2.2	0	12.2	98	55	153	7	1	119	119	120	13	0	1
114	0.006	0.047	0.009	0	0	27	2.4	0	13.5	128	54	182	6	0	119	118	119	13	0	1
116	0.002	0.038	0.005	0	0	40	1.6	1	13.3	93	55	148	6	0	127	124	127	9	1	1
116	0.004	0.012	0.005	0	0	40	1.8	1	11.4	142	52	194	13	1	125	122	125	9	0	1
122	0	0.018	0.003	0.005	0	22	4.4	0	15.2	150	50	200	7	0	119	113	117	24	0	1
122	0	0.02	0.003	0.006	0	21	4.7	0	15.7	150	50	200	8	0	116	112	117	23	0	1
122	0	0.005	0.008	0.003	0	17	4.9	0	22.1	145	53	198	13	0	127	122	126	25	0	1
122	0.002	0.003	0.006	0.002	0	20	5	0	21.1	148	50	198	11	0	127	124	127	28	0	1
122	0.003	0.006	0.006	0.006	0	22	7	0	16.6	149	50	199	7	0	129	118	124	75	0	1
158	0.005	0	0.008	0.001	0	27	1.7	0	14.9	120	77	197	7	0	170	168	170	14	1	1
158	0.005	0	0.008	0	0	29	1.3	0	12.8	55	142	197	4	0	170	171	172	9	0	1
156	0	0	0.012	0.008	0	43	4.1	0	22.2	150	50	200	7	1	151	142	152	72	1	1
156	0	0	0.011	0.008	0.001	34	5.4	0	3.3	150	50	200	8	0	117	131	136	108	0	2
150	0	0.001	0	0.001	0	61	0.5	40	6.2	31	130	161	2	0	154	152	154	1	1	2
148	0	0.003	0	0	0	70	0.3	69	5.1	18	136	154	3	0	150	148	150	0	1	3
149	0	0	0	0.002	0	57	1.2	54	12.8	126	58	184	12	1	150	148	151	8	1	2
149	0	0	0	0.001	0	58	1.3	53	13.2	126	58	184	12	1	150	148	151	8	1	2
146	0	0	0.006	0	0	39	0.8	38	5.5	18	148	166	1	0	154	155	156	1	0	1
148	0	0	0.005	0	0	41	0.8	29	6.4	20	143	163	1	0	154	153	154	0	0	1
144	0.008	0	0.007	0	0	33	1.1	0	6.2	100	78	178	5	0	149	152	152	8	1	1
146	0.005	0	0.005	0	0	39	0.9	18	5.2	44	134	178	5	0	154	154	155	4	0	1
146	0.005	0	0.005	0	0	39	0.8	21	5.2	28	143	171	2	0	154	153	154	1	0	1
142	0	0	0.003	0	0	25	1.3	0	11.6	26	130	156	0	0	147	145	147	2	0	1
136	0.003	0	0.005	0	0	24	1.5	0	11.2	111	74	185	11	0	140	140	141	2	0	1
141	0.001	0	0.005	0	0	25	1.5	0	13.4	103	74	177	10	0	142	143	144	4	1	1
150	0	0	0.004	0	0	40	0.8	37	5.7	18	143	161	1	0	153	153	154	0	0	1
138	0.001	0	0.004	0	0	44	1	20	11.9	99	81	180	9	2	162	156	159	8	1	1
140	0.007	0	0.004	0	0	34	1.2	0	10.3	60	119	179	2	0	156	153	155	5	0	1
140	0.007	0	0.004	0	0	34	1.2	0	10.3	60	119	179	2	0	156	153	155	5	0	1
144	0	0	0.005	0	0	46	0.8	1	13	37	132	169	4	0	162	158	160	5	1	1
144	0.001	0	0.005	0	0	45	0.8	2	11.5	30	138	168	3	0	162	157	160	5	1	1
140	0.01	0.006	0.003	0	0	52	1.6	0	16.2	104	68	172	0	0	144	147	147	14	1	1
140	0.008	0.005	0	0	0	53	1.5	0	12.9	104	68	172	2	0	146	147	147	12	1	1
140	0.008	0.004	0.004	0	0	52	1.9	0	17.7	108	68	176	2	0	144	147	147	18	1	1
140	0.006	0.003	0.003	0	0	56	1.5	1	15.1	108	68	176	3	0	156	150	153	15	1	1
154	0	0	0.004	0	0	65	0.9	0	13.4	92	74	166	2	0	156	158	159	2	1	2
150	0	0	0.003	0	0	61	0.9	3	8.7	28	138	166	0	0	152	153	155	3	0	2
145	0.007	0.009	0.002	0	0	36	1.4	0	13.6	119	57	176	3	1	148	150	150	12	1	1
145	0.003	0.003	0.001	0	0	34	1.7	0	22.3	117	57	174	6	1	150	147	150	11	1	1
145	0.005	0.01	0.005	0	0	35	1.9	0	21.3	140	56	196	5	0	148	150	151	12	1	1
145	0	0.002	0.002	0	0	34	1.7	0	25.9	109	57	166	5	1	150	147	150	10	1	1
145	0.002	0.008	0.003	0	0	40	1.4	0	18.4	140	56	196	9	1	148	148	149	7	0	1
145	0	0.007	0.002	0	0	41	1.2	0	15.8	136	60	196	8	1	145	148	149	6	0	1
145	0.015	0.008	0.002	0	0	43	1.5	0	0	109	63	172	5	0	156	156	158	11	1	1
145	0.013	0.028	0.001	0	0	41	1.1	0	11.4	125	62	187	4	0	167	164	166	11	1	1
145	0.014	0.026	0.001	0	0	40	1.1	0	1.2	113	73	186	4	0	165	163	165	11	1	1
145	0.008	0	0.002	0	0	41	1.8	0	23.4	117	50	167	4	0	154	151	154	16	1	1
139	0	0.107	0	0.002	0	38	1.5	0	13.3	134	53	187	5	0	133	136	138	6	0	1
139	0	0.009	0	0	0	62	0.7	27	11.5	111	73	184	4	0	148	147	148	2	1	1
139	0.002	0.003	0	0.003	0	51	2.2	0	7.1	148	52	200	12	4	147	137	145	55	0	2
139	0.002	0.002	0.002	0	0	64	0.4	29	6.5	28	135	163	1	0	161	152	157	13	1	2
148	0	0	0	0	0	67	0.4	67	4.9	15	139	154	4	0	150	149	151	0	1	2
148	0	0.003	0	0	0	70	0.3	68	5.3	17	136	153	2	0	150	148	150	0	1	2
148	0	0	0	0	0	68	0.3	75	4.5	25	128	153	3	0	150	149	151	0	1	3
148	0	0.005	0.002	0	0	72	0.3	74	4.6	16	136	152	0	0	150	148	150	0	1	3
148	0	0	0	0	0	58	0.5	7	9.5	21	135	156	1	0	150	149	151	1	1	1
148	0	0	0	0	0	63	0.4	30	8.8	35	121	156	3	1	150	149	151	1	1	2
148	0	0.001	0	0.001	0	60	0.5	49	4.8	83	78	161	3	0	154	152	154	1	1	2
148	0	0.001	0	0.001	0	61	0.5	39	6.3	31	130	161	2	0	154	152	154	1	1	2
125	0.01	0.007	0.002	0	0	19	1.9	0	6.8	96	101	197	8	1	133	131	133	5	-1	1