Datasets:
sayanroy058
/
Fetal_Health_Classification

Dataset card Data Studio Files
xet
 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
130
0
0.346
0.003
0.003
0
0.003
29
2.2
0
7.8
136
54
190
13
0
129
106
122
129
0
3
131
0
0.323
0.002
0.002
0
0.002
61
1.9
0
12.3
128
56
184
11
0
134
120
131
57
0
3
131
0
0.375
0
0
0
0.004
80
0.3
0
7.6
49
96
145
3
0
108
125
128
45
1
3
130
0
0.346
0
0
0
0.003
80
0.3
0
7.4
49
96
145
3
0
108
123
122
39
1
3
130
0
0.353
0
0
0
0.005
80
0.3
0
0
29
107
136
1
0
108
120
120
23
-1
3
133
0
0
0.007
0
0
0
60
0.7
58
9.9
128
72
200
8
1
133
132
134
2
0
2
133
0
0
0.007
0
0
0
64
0.4
81
3.7
12
126
138
1
0
133
132
134
0
0
3
130
0.001
0
0.008
0
0
0
54
0.6
6
8.7
30
116
146
2
0
133
133
134
1
0
1
130
0
0
0.007
0
0
0
55
0.5
11
7.6
20
124
144
1
0
133
132
134
0
0
1
126
0
0
0.005
0
0
0
56
0.5
29
7.5
26
116
142
2
0
129
128
130
1
0
1
126
0
0
0.003
0
0
0
56
0.5
40
6.7
27
116
143
2
0
129
127
129
1
0
1
126
0.003
0.005
0.004
0.002
0
0
41
2.1
0
25.8
120
50
170
8
1
129
129
132
19
1
1
126
0.005
0.003
0.005
0
0
0
41
1.7
0
21.4
100
50
150
4
0
133
130
132
10
1
1
120
0.008
0
0.005
0
0
0
43
1.4
5
18.4
106
50
156
8
0
129
129
130
11
1
1
132
0.006
0.006
0.006
0
0
0
55
0.6
16
8.3
42
115
157
2
0
133
138
139
7
0
1
132
0.008
0.005
0.006
0
0
0
52
0.6
0
8.2
42
115
157
2
0
142
141
142
3
0
1
132
0.003
0.005
0.006
0
0
0
58
0.5
23
7.8
36
120
156
2
0
133
135
134
3
0
1
132
0
0
0.005
0
0
0
64
0.4
38
6.3
22
121
143
2
0
133
132
133
0
0
2
132
0.002
0.007
0.005
0
0
0
51
0.7
0
12.3
41
115
156
2
1
136
137
139
2
0
1
129
0
0.01
0.005
0
0
0
64
0.4
54
5.3
23
118
141
1
0
131
130
132
0
0
2
129
0
0.007
0.004
0
0
0
65
0.4
73
3.9
7
127
134
1
0
131
130
132
0
0
3
143
0
0.021
0
0
0
0
65
0.3
43
6.5
24
131
155
2
0
147
145
147
1
0
2
143
0
0.017
0
0
0
0
70
0.3
50
5.1
13
142
155
1
0
147
146
148
0
0
2
142
0
0.045
0
0
0
0
55
0.6
5
12.2
44
116
160
4
0
145
145
147
2
1
1
128
0.006
0.016
0.003
0
0
0
52
0.6
0
6.7
36
121
157
4
0
140
138
139
5
0
1
128
0.004
0.011
0.003
0
0
0
54
0.6
0
6.5
36
121
157
3
0
140
138
139
5
0
1
129
0
0.008
0.002
0
0
0
55
0.6
0
10.3
58
101
159
3
0
140
138
140
2
0
2
129
0.006
0.017
0.004
0
0
0
52
0.6
0
3.8
36
121
157
0
0
133
138
138
11
0
1
120
0.003
0.017
0.004
0
0
0
50
0.7
6
7.2
94
60
154
2
0
123
126
125
7
1
1
120
0.005
0.02
0.005
0
0
0
50
0.7
7
6.1
94
60
154
2
0
123
126
125
10
1
1
120
0
0.004
0.004
0
0
0
53
0.6
3
8.1
19
116
135
1
0
125
123
125
1
0
1
120
0.008
0.03
0.005
0
0
0
45
0.8
0
8.7
44
116
160
2
0
153
142
147
27
1
1
120
0.002
0.012
0.005
0
0
0
51
0.6
3
7.5
38
116
154
3
0
123
125
125
5
-1
1
124
0.008
0.043
0.008
0
0
0
41
1.3
0
9.3
73
115
188
9
1
150
145
151
12
0
1
129
0.009
0.035
0.003
0
0
0
44
1
0
5.2
113
75
188
6
0
150
141
146
18
0
1
129
0.01
0.04
0.004
0
0
0
40
1.4
0
7.5
73
115
188
10
1
150
145
150
12
0
1
129
0.008
0.048
0.007
0
0
0
40
1.4
0
8.5
73
115
188
9
1
150
147
151
9
0
1
123
0.008
0
0.004
0
0
0
39
2.1
0
21.3
88
58
146
7
0
127
127
129
14
1
1
123
0.008
0
0.003
0
0
0
39
1.5
0
16
95
51
146
6
1
129
128
130
9
1
1
120
0.005
0
0.002
0
0
0
41
2.2
4
25.2
107
58
165
4
1
121
124
126
16
0
1
120
0.009
0
0
0
0
0
39
1.9
0
17.7
105
60
165
5
0
129
127
129
12
0
1
139
0.004
0.005
0.003
0
0
0
54
0.7
5
7.3
101
65
166
2
0
147
145
147
5
1
1
139
0.002
0.002
0.004
0
0
0
61
0.4
8
6.4
17
138
155
1
0
147
146
148
0
0
2
142
0.001
0
0.005
0.011
0
0
28
3.1
0
4.2
135
53
188
8
2
143
130
139
57
0
1
142
0
0
0.003
0.014
0
0
14
4.5
0
0
125
53
178
14
3
97
115
115
85
0
1
142
0.001
0
0.005
0.012
0
0
23
3.6
0
1.9
144
50
194
12
1
143
127
135
72
0
1
142
0.001
0
0.005
0.009
0
0
29
2.7
0
2.8
144
50
194
8
0
143
132
139
42
0
1
142
0.001
0
0.007
0.011
0
0
25
3.1
0
2.5
144
50
194
7
0
143
129
137
56
0
1
134
0
0.003
0
0
0
0
79
0.2
42
5.5
17
128
145
2
0
135
135
136
1
0
2
134
0
0.003
0
0
0
0
81
0.2
53
4.9
16
129
145
2
0
135
135
136
1
0
3
134
0
0
0
0
0
0
83
0.2
64
3.5
11
130
141
1
0
135
134
136
0
0
3
134
0
0.003
0
0
0
0
79
0.2
41
5.5
17
128
145
2
0
135
135
136
1
0
3
130
0.001
0.002
0
0
0
0
56
0.5
34
7.2
55
125
180
4
0
129
132
132
3
-1
1
130
0
0.001
0
0
0
0
56
0.5
33
7.5
19
125
144
2
0
129
131
132
2
-1
1
130
0
0.001
0
0
0
0
59
0.4
34
6.8
21
125
146
1
0
129
132
133
3
-1
1
130
0
0.002
0
0
0
0
59
0.4
37
6.6
21
125
146
2
0
129
132
132
2
-1
1
129
0
0.003
0
0
0
0
47
1.1
6
21.9
91
52
143
3
0
131
130
132
7
1
1
129
0
0.002
0
0
0
0
48
0.9
13
11.2
71
66
137
1
0
131
130
132
2
1
1
129
0.003
0.003
0
0
0
0
61
0.6
2
10.8
122
65
187
7
1
129
132
133
5
0
1
129
0
0
0
0
0
0
66
0.4
2
9.1
20
122
142
0
0
132
132
133
1
0
2
129
0.003
0.005
0
0
0
0
61
0.4
7
6.7
67
111
178
4
0
143
138
140
7
0
1
129
0.004
0.006
0
0
0
0
61
0.4
5
5.8
29
121
150
2
0
143
137
139
7
0
1
129
0
0.002
0
0
0
0
69
0.3
14
7.6
25
127
152
0
0
139
135
136
4
-1
2
129
0.003
0.001
0
0
0
0
59
0.9
21
19.4
118
66
184
18
0
133
135
137
7
0
1
141
0
0.002
0
0
0
0
67
0.4
44
9.2
78
70
148
2
0
143
141
143
1
1
2
141
0
0.003
0
0
0
0
76
0.2
62
4.3
12
134
146
1
0
142
140
142
0
0
2
141
0
0
0
0
0
0
61
0.4
29
5.3
13
135
148
1
0
144
143
145
0
1
2
135
0
0
0
0
0
0
67
0.4
69
4.6
76
67
143
2
0
137
136
138
0
1
3
135
0
0
0
0
0
0
68
0.3
72
3.9
10
133
143
1
0
137
136
138
0
0
3
134
0
0
0
0
0
0
81
0.2
91
1.3
3
133
136
1
0
135
134
136
0
1
3
134
0
0
0
0
0
0
80
0.2
90
1.3
3
133
136
1
0
135
134
136
0
1
3
130
0
0.001
0
0.001
0
0
78
0.2
84
2
28
105
133
6
0
131
130
132
1
1
3
130
0
0.003
0
0.003
0
0
74
0.4
42
2.5
60
105
165
6
0
131
128
131
3
0
2
130
0
0
0
0
0
0
79
0.2
91
1.7
6
127
133
1
0
130
130
131
0
1
3
130
0
0.002
0
0.002
0
0
75
0.3
66
2.1
60
105
165
6
0
130
129
131
1
0
2
137
0
0.003
0.001
0
0
0
77
0.2
40
6.6
29
127
156
2
0
138
141
141
3
0
2
137
0
0.003
0.001
0
0
0
75
0.2
34
6.9
24
127
151
2
0
138
139
140
1
0
2
137
0
0.004
0.001
0
0
0
75
0.2
32
7
24
127
151
2
0
138
139
140
1
0
2
137
0
0.004
0.001
0
0
0
75
0.2
30
7.1
24
127
151
2
0
138
139
139
1
0
2
128
0
0.004
0
0
0
0
73
0.2
32
7.3
22
122
144
1
0
129
132
133
3
0
2
128
0
0.005
0
0
0
0
73
0.3
38
7.1
22
122
144
1
0
129
130
131
1
0
2
128
0
0.002
0
0
0
0
78
0.2
32
6.8
17
127
144
2
0
133
135
135
2
0
2
128
0
0.005
0
0
0
0
74
0.2
45
6.9
22
122
144
1
0
133
130
132
1
0
2
133
0
0.012
0
0
0
0
69
0.4
25
10
58
127
185
5
0
133
136
137
4
-1
2
133
0
0.014
0
0
0
0
72
0.3
20
8.8
32
115
147
2
0
133
136
136
3
0
2
117
0.001
0.013
0
0
0
0
53
0.7
8
12
77
56
133
6
0
123
121
123
3
1
1
117
0
0.011
0
0
0
0
51
0.8
9
13.3
77
56
133
5
0
123
122
124
2
1
1
123
0.003
0.003
0
0
0
0
52
0.8
2
15.4
90
50
140
7
0
129
128
130
4
1
1
123
0.003
0.003
0
0
0
0
52
0.8
3
14.3
77
63
140
7
0
127
128
130
5
1
1
123
0.004
0.007
0
0
0
0
56
0.7
0
7.4
71
81
152
4
0
127
129
131
4
1
1
123
0.003
0.004
0
0
0
0
50
0.9
4
14.8
82
58
140
7
0
129
128
130
5
1
1
123
0.003
0.004
0
0
0
0
50
0.9
4
14.8
82
58
140
7
0
129
128
130
5
1
1
146
0
0
0.005
0.001
0
0
55
0.7
32
8.2
72
93
165
4
0
150
147
150
6
1
1
146
0
0
0.005
0.002
0
0
52
0.8
32
8.6
72
93
165
3
0
152
147
151
9
1
1
146
0
0
0.006
0.002
0
0
49
0.9
32
8.7
80
86
166
3
0
152
147
151
11
1
1
146
0
0
0.004
0
0
0
64
0.4
31
7.2
19
137
156
2
0
150
147
150
1
0
2
146
0
0
0.003
0
0
0
66
0.4
33
7
19
138
157
1
0
150
147
150
1
0
2
146
0
0
0.003
0
0
0
65
0.4
39
7
19
137
156
1
0
150
149
151
1
1
2
146
0
0
0.003
0
0
0
65
0.4
39
7
19
137
156
1
0
150
149
151
1
1
2
146
0
0
0.005
0
0
0
65
0.4
44
6.6
22
134
156
3
0
152
150
152
1
1
2