Datasets:
sayanroy058
/
Fetal_Health_Classification

Dataset card Data Studio Files Community
Search is not available for this dataset
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
0.005
0
0.005
0
0
0
37
1
0
9.5
44
130
174
4
0
147
148
149
5
0
1
143
0.004
0
0.005
0
0
0
44
0.9
6
9.4
43
130
173
7
0
147
148
148
4
0
1
143
0.006
0
0.006
0
0
0
43
0.9
12
5.9
34
132
166
2
0
147
148
149
2
0
1
143
0.003
0
0.008
0
0
0
47
0.7
0
10.9
33
137
170
2
1
155
154
156
3
0
1
143
0.004
0
0.008
0
0
0
48
0.7
0
10.6
38
136
174
2
1
155
155
157
2
0
1
143
0
0
0.006
0
0
0
63
0.5
35
6.5
33
128
161
4
0
147
146
148
0
0
2
136
0.005
0
0.006
0
0
0
46
0.8
1
7.4
39
119
158
1
1
144
143
145
1
0
1
136
0.006
0
0.008
0
0
0
45
0.8
2
6.4
29
129
158
2
0
144
143
145
1
0
1
136
0.003
0
0.006
0
0
0
48
0.7
2
9.4
42
121
163
1
1
144
144
145
2
0
1
136
0
0
0.003
0
0
0
47
0.9
2
10.6
39
119
158
2
1
144
143
145
1
0
1
137
0.001
0
0.005
0
0
0
59
0.5
25
7.1
31
132
163
2
1
142
141
142
2
-1
1
137
0
0
0.004
0
0
0
61
0.4
34
5.9
15
132
147
1
0
142
140
142
0
0
2
137
0.001
0
0.005
0
0
0
61
0.4
45
5.1
22
133
155
2
0
142
140
142
0
0
2
137
0.001
0
0.006
0
0
0
63
0.4
49
4.8
22
133
155
2
0
142
141
142
0
0
2
137
0.001
0
0.005
0
0
0
62
0.4
42
5.4
22
133
155
2
0
142
140
142
0
0
2
137
0.001
0
0.007
0
0
0
60
0.4
33
5.8
22
133
155
2
0
142
140
142
1
0
2
135
0
0
0.007
0.001
0
0
58
0.5
32
6.1
31
117
148
4
0
140
139
141
1
1
1
135
0
0
0.007
0
0
0
59
0.5
32
6.1
16
132
148
1
0
140
140
142
0
0
1
135
0
0
0.007
0.001
0
0
54
0.5
12
9
32
117
149
2
0
140
137
140
2
1
1
135
0
0
0.005
0.003
0
0
51
0.6
2
8.9
30
116
146
1
0
138
134
137
3
1
1
135
0
0
0.007
0.001
0
0
52
0.6
7
9.8
32
117
149
1
0
140
137
139
2
0
1
135
0
0
0.007
0
0
0
50
0.6
0
12.2
34
118
152
0
0
137
136
138
1
0
1
135
0.006
0
0.007
0
0
0
48
0.7
1
8.1
42
120
162
5
0
139
141
142
4
0
1
135
0.01
0
0.006
0
0
0
50
0.7
2
1.8
46
122
168
3
0
139
142
143
4
0
1
135
0.007
0
0.007
0
0
0
47
0.8
2
10
39
120
159
1
0
139
139
141
3
0
1
135
0.002
0
0.007
0
0
0
47
0.8
2
13.3
36
120
156
1
0
139
138
139
2
0
1
125
0.001
0
0.004
0
0
0
43
0.7
31
7.8
21
120
141
0
0
131
130
132
1
0
1
125
0
0
0.005
0
0
0
45
0.7
33
7.7
19
122
141
0
0
131
130
131
1
0
1
125
0.002
0
0.005
0
0
0
40
0.7
9
8.1
29
122
151
1
0
131
132
132
2
-1
1
125
0
0
0.004
0
0
0
44
0.7
15
8.7
21
120
141
0
0
131
130
131
1
0
1
126
0.001
0
0.005
0
0
0
34
0.9
3
10.2
41
110
151
2
0
126
128
129
4
0
1
126
0
0
0.004
0
0
0
32
0.9
4
11.2
31
110
141
1
0
126
125
127
2
0
1
125
0.001
0
0.005
0
0
0
31
1.1
1
12.5
38
109
147
4
0
125
125
127
3
0
1
125
0
0
0.008
0
0
0
32
1.1
3
13
51
96
147
4
0
126
125
127
2
0
1
125
0.002
0
0.004
0.001
0
0
30
1.1
3
11
45
102
147
1
0
126
127
128
3
0
1
125
0.003
0
0.004
0
0
0
32
1
5
10.7
47
100
147
1
0
126
127
128
3
0
1
125
0.003
0
0.004
0.001
0
0
32
1
7
8.4
54
93
147
2
0
126
126
128
3
0
1
125
0.002
0
0.004
0.002
0
0
36
1
10
9.6
54
93
147
1
0
126
127
128
3
0
1
115
0.002
0
0.006
0.002
0
0
19
1.7
0
14.2
59
89
148
1
1
120
118
121
5
0
1
115
0.004
0
0.007
0.001
0
0
20
1.7
0
9.9
78
79
157
4
2
120
121
123
7
0
1
115
0.007
0
0.008
0
0
0
20
1.7
0
3.5
78
79
157
6
3
123
124
125
7
0
1
115
0.005
0
0.006
0.001
0
0
23
1.5
0
10.8
57
94
151
2
0
120
121
122
6
0
1
115
0
0
0.005
0.002
0
0
20
1.7
0
14
59
89
148
1
1
120
118
121
4
0
1
115
0.006
0
0.007
0
0
0
24
1.4
0
13
51
102
153
0
0
112
120
121
16
0
1
115
0.005
0
0.005
0
0
0
22
1.5
0
13.2
51
102
153
2
0
112
118
117
11
-1
1
112
0.005
0
0.004
0
0
0
24
1.3
5
10.5
40
103
143
1
0
114
114
115
4
-1
1
112
0
0
0.004
0
0
0
23
1.3
10
12.5
40
104
144
0
0
112
113
113
2
-1
1
112
0.01
0
0.005
0
0
0
24
1.3
5
6
39
105
144
0
0
114
116
116
5
-1
1
112
0.018
0
0.007
0
0
0
25
1.4
0
0.6
35
109
144
0
0
116
120
119
6
-1
1
112
0.009
0
0.006
0
0
0
24
1.3
6
6.4
37
105
142
1
0
114
116
115
4
-1
1
112
0.008
0
0.006
0
0
0
25
1.3
0
7.3
37
105
142
1
0
114
115
115
4
-1
1
112
0.003
0
0.004
0
0
0
24
1.3
8
10.4
40
104
144
0
1
114
114
114
3
-1
1
112
0
0
0.004
0
0
0
23
1.3
11
13
40
104
144
1
0
112
113
114
2
-1
1
120
0.008
0
0.003
0
0
0
20
1.7
0
5.8
42
109
151
2
0
122
126
125
8
0
1
118
0.001
0
0.003
0.001
0
0
26
1.4
0
11
56
94
150
3
0
120
118
119
6
0
1
118
0.003
0
0
0.003
0
0
24
1.7
0
7.1
62
88
150
4
1
114
116
116
12
0
1
118
0.001
0
0.007
0.001
0
0
25
1.3
0
10.9
61
89
150
5
0
120
119
120
6
0
1
118
0
0
0.007
0
0
0
26
1.2
0
11.1
44
100
144
3
0
120
119
120
2
0
1
118
0.002
0
0.005
0.002
0
0
25
1.4
22
7.9
88
72
160
2
2
126
120
123
11
0
1
118
0.002
0
0.004
0.002
0
0
25
1.5
35
6.5
90
70
160
2
2
126
120
124
13
0
1
118
0
0
0.008
0.002
0
0
21
1.5
0
10.3
55
89
144
1
1
123
118
121
6
0
1
118
0
0
0.002
0.002
0
0
24
1.5
0
9.7
55
89
144
1
1
125
118
121
10
0
1
119
0.003
0
0.004
0.001
0
0
26
1.4
23
6.3
88
72
160
1
1
126
123
126
7
0
1
119
0.004
0
0.007
0.001
0
0
23
1.5
5
7.9
75
70
145
1
1
126
122
125
9
1
1
119
0.004
0
0.007
0
0
0
24
1.4
2
11.1
42
103
145
1
0
125
124
126
4
0
1
119
0
0
0.002
0
0
0
25
1.3
9
9.3
40
103
143
3
0
126
122
124
4
0
1
119
0.003
0
0.006
0
0
0
25
1.3
0
13.8
39
106
145
0
0
120
123
123
5
0
1
119
0
0
0.003
0
0
0
23
1.5
0
16.1
39
106
145
3
1
125
124
126
3
0
1
119
0.001
0
0.006
0
0
0
26
1.2
0
13.8
39
106
145
1
0
120
122
122
3
0
1
119
0
0
0.006
0
0
0
24
1.4
0
15.5
39
106
145
3
0
125
124
126
3
0
1
119
0
0
0.007
0
0
0
27
1.2
0
13
37
109
146
1
0
120
120
121
1
-1
1
119
0
0
0.009
0
0
0
27
1.2
0
13.4
36
110
146
1
0
120
120
121
1
-1
1
115
0.005
0
0.006
0.001
0
0
20
1.6
0
10.7
86
71
157
5
0
116
119
118
11
0
1
115
0.007
0
0.006
0
0
0
20
1.6
0
9.4
82
75
157
3
0
120
121
121
8
0
1
115
0.006
0
0.006
0.001
0
0
20
1.7
0
10.8
88
69
157
5
0
114
118
118
13
0
1
115
0.005
0
0.005
0.002
0
0
20
1.7
0
10.6
84
69
153
5
0
114
117
116
13
0
1
115
0.008
0
0.007
0
0
0
20
1.7
0
9.6
56
101
157
2
0
114
118
118
10
-1
1
115
0
0
0.005
0
0
0
21
1.6
0
13.1
41
100
141
1
0
114
113
114
2
-1
1
115
0.007
0
0.006
0
0
0.001
17
2
0
13.9
73
84
157
0
1
120
117
119
13
0
1
115
0.013
0
0.002
0
0
0
19
1.8
0
6.7
56
101
157
1
1
120
121
121
9
0
1
112
0.005
0
0.007
0.002
0
0
17
2
1
9
66
78
144
0
1
112
112
113
9
0
1
112
0.002
0
0.006
0.003
0
0
17
2
0
11.6
66
78
144
3
1
112
109
111
9
0
1
112
0.003
0
0.007
0.002
0
0
21
1.7
2
9.9
60
84
144
1
1
114
113
115
7
0
1
112
0
0
0.007
0.005
0
0
16
2.2
3
10.4
62
78
140
3
1
112
108
110
10
0
1
112
0.002
0
0.007
0.001
0
0
23
1.5
1
9.2
55
89
144
5
0
114
114
116
4
0
1
112
0
0
0.005
0
0
0
26
1.3
0
10.1
37
90
127
2
1
114
114
116
2
1
1
112
0.003
0
0.004
0
0
0
26
1.2
1
8.4
54
90
144
4
2
120
116
117
4
0
1
112
0
0
0.006
0
0
0
25
1.3
0
9.3
34
104
138
4
1
119
116
118
2
0
1
115
0.005
0
0.009
0.002
0
0.001
17
2
0
6.8
89
80
169
3
1
121
115
119
25
0
1
115
0.002
0
0.009
0.004
0
0.002
15
2.3
0
5.6
92
77
169
4
1
114
109
110
33
-1
1
115
0.003
0
0.009
0.001
0
0
21
1.7
0
10.7
83
85
168
2
0
129
122
125
19
0
1
115
0
0
0.008
0.005
0
0
15
2.2
0
6.8
55
84
139
4
0
119
111
115
19
0
1
115
0.004
0
0.01
0.001
0
0
22
1.7
0
10.2
102
76
178
3
2
129
124
128
17
0
1
115
0.006
0
0.008
0
0
0
19
1.7
0
7.9
55
89
144
2
1
126
121
123
9
0
1
115
0.003
0
0.008
0.002
0
0.001
24
1.6
0
10.1
108
71
179
3
2
133
122
129
45
0
1
115
0.001
0
0.009
0.001
0
0.001
25
1.7
0
10.3
108
71
179
3
2
129
122
130
42
0
1
115
0.004
0
0.008
0.002
0
0.001
23
1.9
0
8.5
123
71
194
4
0
131
129
132
59
0
1
115
0.006
0
0.007
0.003
0
0.001
21
2.3
0
1.7
125
71
196
3
0
145
127
130
127
0
1
114
0.007
0
0.01
0.002
0
0.001
19
2.8
0
12.2
127
71
198
5
0
145
133
136
114
0
1
114
0.011
0
0.011
0
0
0
18
3
0
14.9
122
76
198
4
1
145
146
147
65
0
1