Datasets:
sayanroy058
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Fetal_Health_Classification

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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
143
0
0
0.004
0
0
0
66
0.4
5
10
24
134
158
1
0
144
144
145
1
0
1
143
0
0
0.004
0
0
0
66
0.4
4
9.9
22
132
154
0
0
144
143
145
1
0
1
143
0
0
0.003
0
0
0
67
0.4
6
9.6
26
133
159
1
0
144
144
145
1
0
1
143
0
0
0.003
0
0
0
67
0.3
6
9.6
24
134
158
1
0
144
144
146
1
0
1
143
0
0
0.002
0
0
0
68
0.3
5
9.4
23
135
158
1
0
144
144
145
1
0
1
143
0
0
0.001
0
0
0
68
0.3
5
9.4
26
133
159
1
0
144
144
145
1
0
1
143
0
0
0.001
0
0
0
68
0.3
6
9.6
27
132
159
1
0
144
144
146
1
0
1
143
0
0
0.001
0
0
0
69
0.3
6
9.7
25
133
158
1
0
145
144
146
1
0
1
143
0
0
0.001
0
0
0
69
0.3
6
9.4
27
132
159
1
0
145
144
146
1
0
1
143
0
0
0.001
0
0
0
69
0.3
8
9.9
27
132
159
1
0
146
145
146
1
0
1
143
0
0
0.003
0
0
0
67
0.3
4
10.5
25
133
158
1
0
146
145
147
1
0
1
143
0
0
0.006
0
0
0
67
0.4
4
13.3
56
106
162
3
1
146
145
147
2
1
1
143
0
0
0.003
0
0
0
68
0.3
5
10.3
27
132
159
1
0
146
145
147
1
0
1
143
0
0
0.007
0
0
0
66
0.4
4
13.6
56
106
162
4
1
146
145
147
2
1
1
143
0
0
0.003
0
0
0
66
0.4
4
12.4
56
106
162
4
1
145
144
146
1
1
1
139
0.012
0.001
0.006
0
0
0
53
1.4
0
18.1
108
96
204
5
0
144
153
152
47
0
1
139
0.009
0
0.007
0
0
0
54
1
0
18.1
85
96
181
5
0
148
147
148
12
0
1
139
0.009
0
0.006
0
0
0
54
1
0
18.9
93
96
189
6
0
144
150
150
25
0
1
139
0.011
0.001
0.007
0
0
0
53
1.5
0
21
107
97
204
7
0
152
155
153
39
0
1
139
0.011
0.001
0.005
0
0
0
52
1.6
0
20
107
97
204
8
0
138
155
153
77
0
1
141
0.006
0
0.006
0
0
0
58
1.3
0
5.7
78
94
172
6
1
142
142
147
8
0
1
141
0.001
0
0.007
0
0
0
65
0.5
1
11.7
24
133
157
1
0
150
147
149
2
1
1
141
0.001
0
0.008
0
0
0
67
0.4
0
11.2
24
133
157
0
0
150
147
149
1
1
1
133
0.002
0.001
0.009
0.003
0
0
56
2.2
0
7.2
90
71
161
2
1
139
120
139
19
1
1
133
0.003
0.001
0.01
0.004
0
0
57
1.9
0
6.2
90
71
161
7
1
140
124
140
20
1
1
140
0
0.002
0.004
0.008
0
0
62
1.4
0
4.9
93
66
159
5
1
142
134
144
30
1
1
140
0
0.001
0.003
0.007
0
0
62
1.2
0
3.9
93
66
159
5
2
142
136
144
26
1
1
140
0
0.001
0.002
0.008
0
0
61
1.3
0
3.9
93
66
159
7
1
142
135
144
24
1
1
140
0
0.001
0.003
0.008
0
0
61
1.3
0
4
94
65
159
6
1
142
134
143
25
1
1
140
0
0.002
0.002
0.008
0
0
61
1.4
0
4.8
96
63
159
6
0
142
133
143
29
1
1
140
0
0.001
0.002
0.008
0
0
60
1.3
0
3.9
94
65
159
7
1
142
134
143
27
1
1
140
0
0.002
0.002
0.008
0
0
60
1.4
0
4.7
96
63
159
8
1
142
133
143
29
1
1
140
0
0.002
0.003
0.008
0
0
60
1.5
0
6.2
105
63
168
8
1
142
125
143
26
1
1
140
0
0.001
0.003
0.008
0
0
60
1.5
0
6.5
105
63
168
8
0
142
124
142
25
1
1
140
0
0.001
0.003
0.007
0
0
61
1.4
0
10
105
63
168
8
0
142
125
143
23
1
1
140
0
0.003
0.003
0.008
0
0
60
1.8
0
8.4
107
52
159
7
0
142
124
141
34
1
1
140
0
0.004
0.002
0.007
0
0
59
1.8
0
8.8
102
52
154
5
0
142
122
141
34
1
1
137
0
0.004
0.002
0.006
0
0
59
2
0
9.8
116
52
168
6
1
142
121
141
34
1
1
137
0
0.004
0.002
0.007
0
0
59
1.8
0
8.6
102
52
154
10
1
142
123
141
35
1
1
137
0.002
0.005
0.003
0.006
0
0
58
1.9
0
7.8
116
52
168
9
2
142
130
139
38
1
1
137
0.002
0.004
0.01
0.007
0
0
58
1.8
0
5.5
116
52
168
7
1
139
130
139
32
1
1
137
0.002
0.004
0.007
0.006
0
0
58
1.9
0
3.9
109
52
161
8
2
139
132
140
28
1
1
137
0.002
0.002
0.007
0.006
0
0
58
1.8
0
5.9
106
60
166
6
0
139
133
141
22
1
1
137
0
0.001
0.006
0.004
0
0
59
1.9
0
6.5
102
64
166
5
1
139
133
140
14
1
1
137
0
0.001
0.007
0.004
0
0
59
1.8
0
6.4
102
64
166
5
1
139
133
140
13
1
1
137
0
0
0.008
0.005
0
0
59
1.8
0
7.2
102
64
166
7
1
142
133
140
18
1
1
137
0
0
0.007
0.004
0
0
59
1.8
0
6.6
102
64
166
8
2
142
134
140
16
1
1
137
0
0
0.007
0.003
0
0
58
1.9
0
6.5
102
64
166
10
2
142
134
141
14
1
1
137
0
0.001
0.006
0.003
0
0
59
1.8
0
6.5
102
64
166
5
2
142
134
140
14
1
1
138
0.01
0
0.004
0.001
0
0
51
1.2
0
1.8
98
73
171
9
0
148
145
147
14
1
1
138
0.009
0
0.003
0.001
0
0
51
1.3
0
2
98
73
171
8
0
148
145
147
16
1
1
138
0.009
0
0.008
0.001
0
0
51
1.2
0
3.1
98
73
171
9
0
148
145
148
14
1
1
138
0.012
0
0.007
0.001
0
0
50
1.2
0
1.4
98
73
171
7
0
148
146
148
11
1
1
138
0.011
0
0.007
0.001
0
0
50
1.2
0
1.6
98
73
171
7
0
148
146
148
12
1
1
138
0.012
0
0.006
0.001
0
0
51
1.2
0
1.6
98
73
171
8
0
148
147
149
12
1
1
138
0.013
0
0.007
0.001
0
0
51
1.2
0
1.7
98
73
171
7
0
148
147
149
12
1
1
138
0.014
0
0.004
0
0
0
51
1.1
0
2.1
49
122
171
3
0
148
148
149
6
0
1
138
0.014
0
0.006
0
0
0
51
0.9
0
0.6
49
122
171
2
0
147
149
149
5
0
1
138
0.016
0
0.005
0
0
0
51
0.9
0
0.1
49
122
171
3
0
147
149
150
6
0
1
138
0.017
0
0.004
0
0
0
51
0.9
0
0.2
49
122
171
4
0
147
149
150
5
0
1
138
0.015
0
0.004
0
0
0
51
0.9
0
1.9
49
122
171
2
0
147
148
149
5
0
1
138
0.014
0
0.004
0
0
0
51
0.9
0
2.2
49
122
171
3
0
147
148
149
5
0
1
138
0.016
0
0
0
0
0
51
1
0
2.4
64
107
171
2
3
147
148
149
7
0
1
138
0.014
0
0.003
0
0
0
51
1
0
2.7
64
107
171
3
1
147
148
149
6
0
1
138
0.013
0
0.003
0.001
0
0
50
1.1
0
2.9
87
84
171
4
1
147
147
148
10
1
1
138
0.014
0
0.003
0.001
0
0
50
1.3
0
1.9
87
84
171
5
1
147
146
148
11
1
1
138
0.015
0
0.003
0
0
0
50
1
0
2.2
72
99
171
5
1
147
147
148
7
1
1
138
0.008
0
0
0.003
0
0
49
1.6
0
4.7
92
80
172
4
1
142
142
145
21
1
1
138
0.007
0
0.002
0.004
0
0
49
1.6
0
6
92
80
172
5
1
142
141
145
23
1
1
138
0.006
0
0.003
0.004
0
0
49
1.6
0
5.7
92
80
172
5
0
142
140
144
22
1
1
138
0.006
0.002
0.002
0.005
0
0
50
1.7
0
5.6
102
70
172
6
0
142
139
144
26
1
1
138
0.004
0.002
0.004
0.006
0
0
50
1.9
0
5.6
102
70
172
8
0
142
137
142
32
1
1
138
0.003
0.002
0.006
0.007
0
0
50
2.3
0
4.6
102
70
172
7
0
138
135
140
26
1
1
138
0.003
0.002
0.007
0.008
0
0
51
2.3
0
4.5
112
60
172
6
0
138
131
139
41
1
1
138
0.002
0.002
0.004
0.009
0
0
51
2.5
0
5.2
112
60
172
4
0
138
129
138
46
1
1
138
0.002
0.002
0.004
0.008
0
0
51
2.4
0
5.8
102
70
172
9
1
135
132
138
32
1
1
138
0.003
0.003
0.005
0.009
0
0
50
2.4
0
6
102
70
172
6
0
138
132
138
30
1
1
138
0.001
0.003
0.006
0.01
0
0
52
2.6
0
2.4
104
60
164
4
0
135
124
135
48
1
1
138
0
0.002
0.009
0.014
0
0.002
60
2.6
0
0
106
55
161
8
2
117
99
117
80
0
3
138
0
0.002
0.009
0.011
0
0.002
57
2.6
0
0.7
106
55
161
6
1
135
107
122
121
1
3
138
0
0
0.009
0.013
0
0
57
2.5
0
0.7
106
55
161
6
1
135
109
123
113
1
3
138
0
0.002
0.01
0.012
0
0.002
58
2.5
0
1.2
106
55
161
8
1
117
103
119
76
0
3
139
0.002
0
0.006
0
0
0
58
0.7
2
11.5
51
112
163
3
0
150
147
150
4
1
1
139
0.004
0
0.007
0
0
0
58
0.5
0
8.1
61
107
168
3
0
153
152
154
3
1
1
139
0.004
0
0.005
0
0
0
58
0.6
0
8.5
56
112
168
2
0
153
152
154
3
1
1
141
0.006
0
0.007
0
0
0
58
0.6
0
8.1
39
132
171
0
0
153
153
155
3
0
1
141
0.005
0
0.006
0
0
0
58
0.5
0
7.8
37
131
168
0
0
153
153
154
2
0
1
141
0.004
0
0.008
0
0
0
58
0.6
0
7.9
63
108
171
3
1
153
153
155
4
1
1
141
0.004
0
0.008
0
0
0
58
0.6
1
8.5
60
111
171
3
1
153
154
156
4
1
1
141
0.005
0
0.007
0
0
0
58
0.6
3
9.6
63
108
171
3
1
156
154
157
5
1
1
141
0.005
0
0.008
0
0
0
58
0.6
1
9.1
63
108
171
3
1
160
154
157
9
1
1
141
0.004
0
0.008
0.001
0
0
57
0.7
1
8.5
75
96
171
3
0
160
152
156
14
1
1
141
0.005
0
0.008
0.001
0
0
57
0.7
1
8.1
69
102
171
4
0
160
152
156
13
1
1
139
0.007
0.002
0.011
0.007
0
0
55
1.4
0
3.6
71
95
166
5
0
161
140
147
72
1
1
139
0.006
0.002
0.01
0.006
0
0
54
1.6
0
2.2
96
76
172
4
1
161
139
145
78
1
1
139
0.009
0.001
0.009
0.005
0
0
52
1.5
4
10.2
96
76
172
5
0
158
140
145
57
1
1
139
0.009
0.001
0.009
0.006
0
0
53
1.6
6
7
96
76
172
4
0
158
140
146
61
1
1
139
0.011
0.002
0.01
0.008
0
0
51
1.9
0
0
96
76
172
5
0
147
136
141
42
1
1
139
0.011
0.001
0.008
0.007
0
0
50
1.5
0
10
99
76
175
6
0
147
138
143
37
1
1
139
0.009
0.001
0.008
0.006
0
0
50
1.4
0
14.5
102
76
178
8
0
162
142
147
71
1
1