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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
136	0.002	0	0.005	0.006	0.001	24	1.6	0	3.9	115	60	175	8	0	136	128	135	35	0	1
136	0	0	0.005	0.007	0.001	25	1.6	0	4	98	60	158	6	0	136	126	134	34	1	1
136	0.006	0	0.005	0.001	0	39	0.8	0	4.5	63	115	178	5	0	148	152	152	12	0	1
137	0.005	0	0.005	0.002	0	36	0.9	0	5	63	115	178	4	0	148	148	149	9	0	1
138	0	0	0.007	0.002	0	34	1	6	10.5	56	99	155	5	0	148	142	146	9	1	1
138	0	0	0.007	0.002	0	34	1	7	9.6	62	93	155	5	0	148	142	146	10	1	1
138	0.002	0	0.007	0.005	0	32	1.1	16	6.6	78	97	175	5	0	145	139	144	16	0	1
138	0	0	0.006	0.005	0	33	1	18	6.7	67	97	164	2	0	145	139	144	12	1	1
138	0.003	0	0.008	0.006	0	28	1.3	9	3.5	90	85	175	6	0	144	134	138	31	0	1
138	0.007	0	0.007	0.007	0	28	1.4	16	1.6	90	85	175	8	0	143	136	141	32	0	1
126	0.007	0.008	0.005	0.007	0.001	21	2.3	0	4.2	107	67	174	6	0	143	125	133	78	0	1
125	0.014	0.01	0.005	0.005	0	22	2.2	0	0	107	67	174	7	1	134	134	138	21	0	1
125	0.015	0.01	0.005	0.003	0	22	2.1	0	0	107	67	174	4	0	134	136	138	16	0	1
125	0.007	0.007	0.005	0.007	0.001	21	2.3	0	4.3	107	67	174	7	0	143	125	134	79	0	1
125	0.008	0.007	0.007	0.005	0	23	2.1	0	5.5	125	53	178	8	0	143	128	137	65	1	1
125	0.004	0.012	0.005	0.006	0	23	2.2	0	7.4	125	53	178	8	0	143	122	131	92	0	1
125	0.003	0.012	0.004	0.006	0	22	2.2	0	8.5	125	53	178	9	0	143	123	131	84	0	1
125	0	0.012	0.005	0.007	0	22	2.3	0	8.5	125	53	178	8	0	143	122	130	94	0	1
125	0.002	0.014	0.006	0.008	0	18	2.7	0	6.3	125	53	178	10	0	131	115	121	72	0	1
128	0.008	0.007	0.004	0.004	0.001	20	2.2	0	1.9	107	67	174	4	0	134	126	133	47	0	1
128	0.007	0.008	0.005	0.005	0.001	19	2.4	0	1.9	107	67	174	7	0	134	123	129	57	0	1
128	0.006	0.01	0.004	0.005	0.001	22	2.2	0	6.3	109	65	174	7	0	143	126	134	70	0	1
128	0	0.012	0.005	0.007	0.002	22	2.3	0	8.4	125	53	178	9	0	143	121	130	97	0	1
128	0.003	0.009	0.007	0.005	0.001	24	2	0	9	91	65	156	6	0	133	125	131	42	1	1
128	0.001	0.011	0.005	0.004	0.001	22	2.2	0	9.4	125	53	178	7	0	143	123	130	80	0	1
128	0.004	0.01	0.005	0.005	0.001	25	2	0	7.3	91	65	156	8	0	133	125	131	41	1	1
128	0	0.014	0.008	0.006	0.002	17	2.7	0	8.7	125	53	178	9	0	133	114	122	73	0	1
128	0.005	0.011	0.004	0.005	0	30	1.7	0	7	118	59	177	7	1	133	128	133	30	0	1
128	0.006	0.006	0.005	0.004	0	32	1.5	0	5.4	90	68	158	6	0	133	133	135	16	1	1
128	0.007	0.01	0.004	0.006	0	31	1.7	0	3.7	109	68	177	11	0	137	128	135	40	0	1
128	0.008	0.01	0.004	0.005	0	31	1.7	0	2.9	141	57	198	11	0	137	130	137	41	0	1
128	0.008	0.01	0.003	0.005	0	30	1.9	0	3.8	141	57	198	12	0	137	127	136	49	0	1
128	0.008	0.01	0.003	0.005	0	27	1.9	0	1.1	141	57	198	12	0	135	125	135	59	0	1
128	0.007	0.007	0.004	0.006	0.001	21	2.3	0	5.2	107	67	174	7	0	143	126	135	76	0	1
128	0.003	0.006	0.003	0.006	0.003	14	2.7	0	0	89	67	156	4	0	115	115	116	44	0	1
128	0.006	0.01	0.005	0.005	0.001	22	2.2	0	6.6	109	65	174	6	0	143	127	135	71	0	1
128	0	0.011	0.004	0.006	0.002	22	2.4	0	9.2	125	53	178	11	0	143	121	131	101	0	1
128	0.005	0.01	0.005	0.005	0.001	26	2	0	8.2	91	65	156	8	0	133	126	132	41	1	1
128	0	0.016	0.01	0.008	0.002	16	2.9	0	7.8	125	53	178	9	0	133	114	121	74	0	1
128	0.004	0.01	0.005	0.004	0.001	29	1.6	0	6.4	91	65	156	8	0	133	129	133	27	1	1
128	0.005	0.008	0.004	0.005	0	29	1.6	0	7.1	90	68	158	6	0	133	131	133	19	1	1
128	0.007	0.009	0.003	0.005	0	32	1.6	0	3.5	109	68	177	11	0	137	129	135	35	0	1
128	0.008	0.008	0.004	0.005	0	33	1.5	0	3.9	141	57	198	8	0	137	132	136	21	0	1
128	0.006	0.011	0.004	0.004	0.001	29	1.7	0	5.8	115	62	177	11	0	137	128	133	37	0	1
128	0.011	0.011	0.005	0.003	0	36	1.6	0	4.9	124	59	183	5	0	137	135	139	18	0	1
128	0.003	0.017	0.003	0.003	0.003	30	2	0	6	111	54	165	14	0	129	112	129	103	1	2
128	0	0.019	0.003	0.003	0.003	29	2.2	0	7.2	145	54	199	14	0	129	107	124	126	0	3
128	0	0.019	0.003	0.002	0.003	30	2.1	0	8.6	128	54	182	12	0	129	104	120	134	0	3
128	0	0.025	0.003	0.003	0.003	34	2.4	0	3.6	145	54	199	11	1	75	98	86	144	-1	3
128	0	0.028	0.004	0.004	0.004	36	2.6	0	0	120	54	174	8	2	75	91	79	108	-1	3
131	0.001	0	0.005	0.003	0	27	1.4	0	12.2	84	71	155	2	0	136	132	137	15	1	1
131	0	0	0.006	0.004	0	19	1.9	0	12.3	81	70	151	3	1	127	126	130	21	1	1
132	0.001	0	0.005	0.002	0	28	1.3	0	13.3	79	76	155	3	2	140	135	138	11	1	1
132	0	0	0.005	0	0	33	1	0	13.3	35	120	155	1	0	138	138	139	2	0	1
132	0.005	0	0.002	0.003	0	25	1.5	0	11	92	76	168	4	2	141	138	140	16	1	1
132	0.001	0	0.004	0.004	0	24	1.5	0	12	77	76	153	5	2	140	133	137	17	1	1
132	0.01	0	0.003	0.005	0	20	2.1	0	2.9	99	76	175	5	0	141	138	142	29	1	1
132	0.009	0	0.003	0.006	0	19	2.3	0	4	100	76	176	6	1	145	138	143	36	1	1
132	0.01	0	0.003	0.004	0	21	2	0	6.3	95	80	175	6	2	143	139	142	23	0	1
132	0.01	0	0	0	0	26	1.4	0	4	58	110	168	2	1	145	146	147	11	0	1
132	0.008	0	0.002	0.004	0	22	1.9	0	7.8	95	80	175	7	2	143	140	143	22	0	1
132	0.008	0	0.002	0.005	0	20	2.1	0	8	102	74	176	9	2	141	136	140	24	0	1
132	0.005	0	0.002	0.003	0	26	1.5	0	7.5	94	68	162	9	1	143	137	142	26	1	1
132	0.002	0	0.002	0.003	0	29	1.5	0	8.6	102	67	169	11	1	143	136	141	33	1	1
132	0.002	0	0.003	0.003	0	28	1.4	0	8.4	94	68	162	11	1	143	137	142	26	1	1
132	0	0	0.004	0	0	23	1.5	0	13.1	42	106	148	5	0	138	136	138	3	1	1
133	0.003	0	0.004	0.004	0	30	1.5	0	5.3	102	67	169	9	1	147	137	144	40	1	1
134	0.001	0	0.003	0.004	0	29	1.6	0	5.2	102	67	169	10	1	147	136	143	45	1	1
134	0	0	0.004	0.006	0	28	1.9	0	5.5	102	67	169	11	2	148	133	140	66	1	1
134	0	0	0.002	0.005	0	30	1.6	0	4.8	102	67	169	10	2	148	135	142	50	1	1
144	0	0	0.008	0.001	0	60	0.4	8	7.2	33	123	156	0	0	147	145	148	2	1	2
144	0	0	0.008	0	0	61	0.4	10	7.6	20	136	156	2	0	148	146	148	1	0	2
121	0.008	0	0.005	0	0	32	1	0	2.6	47	110	157	1	0	131	131	131	8	0	1
121	0.008	0	0.006	0.001	0	27	1.2	0	3.3	67	90	157	4	0	129	129	129	12	0	1
121	0.004	0	0.009	0.002	0	24	1.5	0	4.9	67	90	157	2	0	120	125	123	16	0	1
121	0.007	0	0.01	0.004	0	21	1.9	0	2.9	83	74	157	2	0	125	123	126	19	0	1
121	0.006	0	0.008	0.004	0	24	1.7	0	4.1	72	74	146	4	0	129	121	126	25	1	1
121	0.003	0	0.007	0.006	0	25	1.6	0	3.8	73	71	144	2	0	120	114	119	29	1	1
121	0.003	0	0.006	0.006	0	25	1.5	0	4.4	73	71	144	4	0	122	112	117	34	0	1
121	0.003	0	0.007	0.005	0.001	26	1.4	0	1.1	73	71	144	6	0	123	112	117	36	0	1
121	0	0	0.003	0.005	0.002	24	1.5	0	0	68	71	139	2	0	123	106	108	53	0	2
121	0	0	0.003	0.005	0.002	24	1.5	0	0	68	71	139	2	0	123	106	108	53	0	1
121	0.001	0	0.008	0.006	0.001	27	1.4	0	4.4	69	70	139	4	0	114	110	114	24	0	1
121	0	0	0.008	0.008	0	28	1.4	0	5.7	67	70	137	2	1	114	112	116	21	1	1
121	0.004	0	0.009	0.004	0	34	1.1	0	6.3	83	70	153	5	1	127	123	126	29	1	1
121	0	0	0.007	0.007	0	28	1.3	0	5.6	67	70	137	3	1	114	113	117	20	1	1
121	0.004	0	0.009	0.003	0	37	1	0	6.6	71	82	153	6	0	136	126	129	35	1	1
121	0.006	0	0.009	0	0	39	0.9	0	8.6	58	95	153	4	0	150	131	132	47	0	1
121	0.005	0	0.008	0.002	0	37	0.9	0	7.5	71	82	153	5	0	150	128	130	68	1	1
121	0.007	0	0.01	0	0	41	0.8	0	6.6	48	105	153	3	0	150	135	137	32	1	1
142	0	0	0.007	0	0	60	0.4	8	7.7	20	136	156	0	0	147	146	148	1	0	2
142	0	0	0.007	0	0	58	0.4	9	7.9	20	136	156	0	0	148	147	149	1	0	1
142	0	0	0.007	0	0	60	0.4	17	6.8	21	142	163	0	0	153	152	153	1	0	2
142	0	0	0.008	0	0	58	0.4	22	6.3	13	145	158	0	0	153	151	153	0	0	1
142	0	0	0.006	0	0	59	0.4	32	6.3	22	141	163	1	0	155	153	155	1	0	2
142	0	0	0.006	0	0	58	0.4	31	6.1	22	141	163	2	0	155	153	155	1	0	2
142	0.001	0	0.007	0.004	0	49	0.9	28	5.8	114	68	182	2	0	153	146	154	37	1	1
142	0.001	0	0.008	0.007	0	41	1.2	22	5.3	115	67	182	1	0	157	140	149	73	1	1
142	0.002	0	0.008	0.007	0	41	1.4	27	4.6	115	67	182	4	0	157	140	150	80	1	1
142	0	0	0.009	0.007	0	44	1.5	33	5.7	115	67	182	2	1	157	141	153	87	1	1