Datasets:
mstz
/
spambase

Dataset card Viewer Files Community
word_freq_make
float64
0
4.54
word_freq_address
float64
0
14.3
word_freq_all
float64
0
5.1
word_freq_3d
float64
0
42.8
word_freq_our
float64
0
10
word_freq_over
float64
0
5.88
word_freq_remove
float64
0
7.27
word_freq_internet
float64
0
11.1
word_freq_order
float64
0
5.26
word_freq_mail
float64
0
18.2
word_freq_receive
float64
0
2.61
word_freq_will
float64
0
9.67
word_freq_people
float64
0
5.55
word_freq_report
float64
0
10
word_freq_addresses
float64
0
4.41
word_freq_free
float64
0
20
word_freq_business
float64
0
7.14
word_freq_email
float64
0
9.09
word_freq_you
float64
0
18.8
word_freq_credit
float64
0
18.2
word_freq_your
float64
0
11.1
word_freq_font
float64
0
17.1
word_freq_000
float64
0
5.45
word_freq_money
float64
0
12.5
word_freq_hp
float64
0
20.8
word_freq_hpl
float64
0
16.7
word_freq_george
float64
0
33.3
word_freq_650
float64
0
9.09
word_freq_lab
float64
0
14.3
word_freq_labs
float64
0
5.88
word_freq_telnet
float64
0
12.5
word_freq_857
float64
0
4.76
word_freq_data
float64
0
18.2
word_freq_415
float64
0
4.76
word_freq_85
float64
0
20
word_freq_technology
float64
0
7.69
word_freq_1999
float64
0
6.89
word_freq_parts
float64
0
8.33
word_freq_pm
float64
0
11.1
word_freq_direct
float64
0
4.76
word_freq_cs
float64
0
7.14
word_freq_meeting
float64
0
14.3
word_freq_original
float64
0
3.57
word_freq_project
float64
0
20
word_freq_re
float64
0
21.4
word_freq_edu
float64
0
22.1
word_freq_table
float64
0
2.17
word_freq_conference
float64
0
10
char_freq_;
float64
0
4.39
char_freq_(
float64
0
9.75
char_freq_[
float64
0
4.08
char_freq_!
float64
0
32.5
char_freq_$
float64
0
6
char_freq_#
float64
0
19.8
capital_run_length_average
float64
1
1.1k
capital_run_length_longest
float64
1
9.99k
capital_run_length_total
float64
1
15.8k
is_spam
class label
2 classes
0
0
0
0
4.25
0
0.7
0
0
0
0
0
0
0
0
2.83
0
0
4.96
0
1.41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.38
0
0
1.153
3
30
1yes
0
0
0.64
0
0
0.64
0
0
0
0
0
0
0
0
0
0.64
0
0
2.59
0
0
0
0.64
0
0
0
0
0
0
0
0
0
0
0
0
0
0.64
0
0
0
0
0
0
0
0
0
0
0
0.094
0.189
0.284
0.662
0
0
10.068
131
292
1yes
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.33
0
0
0
0
0
0
0
0
0
0
0
0.305
0.611
0
1.529
0
0
5.5
22
66
1yes
0
0
0.64
0
0
0.64
0
0
0
0
0
0
0
0
0
0.64
0
0
2.59
0
0
0
0.64
0
0
0
0
0
0
0
0
0
0
0
0
0
0.64
0
0
0
0
0
0
0
0
0
0
0
0.094
0.189
0.284
0.662
0
0
10.068
131
292
1yes
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.33
0
0
0
0
0
0
0
0
0
0
0
0.305
0.611
0
1.529
0
0
5.5
22
66
1yes
0
0
0.64
0
0
0.64
0
0
0
0
0
0
0
0
0
0.64
0
0
2.59
0
0
0
0.64
0
0
0
0
0
0
0
0
0
0
0
0
0
0.64
0
0
0
0
0
0
0
0
0
0
0
0.094
0.189
0.284
0.662
0
0
10.068
131
292
1yes
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.33
0
0
0
0
0
0
0
0
0
0
0
0.305
0.611
0
1.529
0
0
5.5
22
66
1yes
0
0
0
0
0
0.79
0
0
0
0
0
0
0
0
0
0.79
0
0
1.58
0
0
0
0.79
0
0
0
0
0
0
0
0
0
0
0
0
0
0.79
0
0
0
0
0
0
0
0
0
0
0
0.115
0.231
0.347
0.462
0
0
5.793
22
168
1yes
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.33
0
0
0
0
0
0
0
0
0
0
0
0.305
0.611
0
1.529
0
0
5.5
22
66
1yes
0
0
0
0
0
0
1.96
0
0
1.96
0
1.96
0
0
0
0
0
0
3.92
0
1.96
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.166
60
74
1yes
0
0
0
0
0
0
2.46
0
0
0
0
0
0
0
0
2.46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.907
0
0
1.285
7
36
1yes
0
0
0
0
0
0.79
0
0
0
0
0
0
0
0
0
0
0
0
2.38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.147
0
0
0
0
2.913
27
67
1yes
0
0
0.76
0
0.38
0
0.76
0
0
0
0
0.38
0
0
0
0
0
0.76
1.52
0
0.76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.177
0.059
3.836
79
211
1yes
0
0
0
0
0.95
0
0
0
0
0
0
0
0
0
0
0
0
0.47
0.95
0
0.95
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.365
0
0
0
0
1.238
6
78
1yes
0.12
1.76
0.63
0
0.88
0
0.12
0.5
0.25
3.9
0.5
0.88
0.12
0
0
0.25
0.12
0
2.9
0.25
1.38
0
1.13
0.12
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.12
0
0
0
0
0
0.019
0.379
0.159
0
0.119
0
4.155
38
507
1yes
0
0
1.02
0
0.51
0
0
0
0
0
0
0
0
0
0
0.51
0
0
1.53
0
1.53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.51
0
0
0
0
0.09
0
0.542
0
0
1.972
19
146
1yes
0.05
0.3
0.4
0
0.1
0.05
0
0.05
0.1
0
0
0.3
0.2
0
0.05
0
0
0.5
1.55
0.3
0.75
0
0.15
0.2
0.05
0.05
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
0.05
0
0
0
0
0.045
0
0.054
0.118
0
2.37
96
588
1yes
0.05
0.3
0.4
0
0.1
0.05
0
0.05
0.1
0
0
0.3
0.2
0
0.05
0
0
0.5
1.55
0.3
0.75
0
0.15
0.2
0.05
0.05
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
0.05
0
0
0
0
0.036
0
0.054
0.118
0
2.379
96
583
1yes
0
0
0
0
1.28
0
2.56
1.28
1.28
1.28
1.28
1.28
0
0
0
0
5.12
0
2.56
1.28
5.12
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.542
0
0
102.666
304
308
1yes
0
0.55
0.55
0
2.23
0
1.11
0
0
0
0
0.55
0.55
0
0
0.55
2.79
0
3.91
0
1.67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.248
0
1.158
0.331
0
4.875
140
195
1yes
0.05
0.3
0.4
0
0.1
0.05
0
0.05
0.1
0
0
0.3
0.2
0
0.05
0
0
0.5
1.55
0.3
0.75
0
0.15
0.2
0.05
0.05
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
0.05
0
0
0
0
0.045
0
0.054
0.118
0
2.37
96
588
1yes
0.05
0.3
0.4
0
0.1
0.05
0
0.05
0.1
0
0
0.3
0.2
0
0.05
0
0
0.5
1.55
0.3
0.75
0
0.15
0.2
0.05
0.05
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
0.05
0
0
0
0
0.036
0
0.054
0.118
0
2.379
96
583
1yes
0.5
0.46
0.34
0
0.15
0.03
0
0.19
0.57
0.65
0.3
0.73
0.65
1.27
0.03
0.23
0.42
0
3.08
0
1.34
0
0.5
0.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
0
0
0
0.011
0.077
0
0.335
1.281
0.125
7.202
595
2,413
1yes
0
0.32
0.8
0
0.32
0
0.16
0
0
0.48
0.16
0
0.16
0
0.16
0.16
0
0.8
0.16
0.16
0.64
0
0
0
0
0
0
0.16
0
0
0
0
0.16
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.271
0.024
0.049
5.709
149
982
1yes
0
0
0
0
0.92
0
0.3
0
0
0
0
0
0
0
0
0
0
0
0.3
0
0.61
0
0.61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.046
0
0
0.092
0.322
0
2.074
49
278
1yes
0.16
0
0.67
0
0.33
0.16
0.33
0.84
0.16
0.5
0.33
1.51
0
0
0
0
1.68
0.33
2.18
1.68
3.69
0
0
0.33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.16
0
0
0
0
0
0
0
0
0
0.19
0
1.194
0.054
0
5.567
101
657
1yes
0.5
0
0.5
0
1.51
0
0
0
0
0
0.5
1.01
0
0
0
0
0
0
4.04
0
3.03
0
0
0
0
0
0
0
0
0
0
0
0
0
0.5
0
0
0
0
0
0
0
0
0
1.01
0
0
0
0
0.089
0
0.089
0.178
0
3.416
53
164
1yes
0
0
0
0
0
0
0.59
0
0
0
0
1.19
0
0
0
0
0
0.59
4.76
0
1.19
0
0
0.59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.427
0
0
10
33
170
1yes
0
0
0
0
1.6
0
0.4
1.2
0
0.4
0
0.8
0
0
0
0
1.6
0.4
4
0
2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.706
0.212
0
1.838
13
114
1yes
0.41
0
0.41
0
0
0.41
0
0
0
0
0
2.07
0
0
0
0.41
0
0
7.05
0
2.48
0
0.82
0.41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.97
0.149
0
32.142
335
450
1yes
0
0
0.38
0
0.76
0
0.38
0
0
1.14
0
0
0
0
0
0.38
0.76
0
3.04
0
1.52
0
0.38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.14
0
0
0
0
0.299
0
0.598
0.179
0
4.523
78
285
1yes
0
0
0
0
0.4
0.4
0.4
0.4
0
0
0.4
0
0
0
0
0.4
0
0
4
0
2
0
0
0.4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.121
0
0
1.979
12
95
1yes
0
0
1.12
0
0.56
0
0
0
0
0.56
0
0
0
0
0
0.56
0
0
2.25
0
1.12
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.56
0
0
0
0
0.101
0
0.606
0
0
2.36
19
144
1yes
0
0
0.8
0
1.44
0.16
0.16
0
0
0
0
0.64
0.8
0
0
0
0.16
0.16
1.6
0
0.47
0
0.64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.024
0
0.299
0.174
0
1.891
24
174
1yes
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.26
0
0
0
0
0.215
0
0.215
0.431
0
4
25
76
1yes
0
0.39
0.39
0
0.19
0
0
0.19
0
0
0.39
0.39
0
0
0
0.98
0.19
0.39
0.59
0
0.78
0
0.19
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.19
0
0
0
0
0
0
0
0
0
0.128
0
0.16
0.16
0
2.128
31
730
1yes
0
0.39
0.39
0
0.19
0
0
0.19
0
0
0.39
0.39
0
0
0
0.98
0.19
0.39
0.59
0
0.78
0
0.19
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.19
0
0
0
0
0
0
0
0
0
0.128
0
0.16
0.16
0
2.128
31
730
1yes
1
0
0.33
0
0.66
0.66
0
0
0
0
0
0.33
0.66
0
0
0.66
0.66
0
2.33
0
0.33
0
1.66
0.33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
0
0.12
0.541
0
5.428
21
304
1yes
0
0
0
0
1.49
0
0
0
0
0
0
0
0
0
0
2.98
0
1.49
0
0
1.49
0
0
0
1.49
1.49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
2
11
1yes
0
0
0
0
1.65
0
0
0
0.82
0
0
1.65
0
0
0
0.82
0
0
1.65
0
0.82
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.415
0
0
0
0
1.769
11
69
1yes
1
0
0.33
0
0.66
0.66
0
0
0
0
0
0.33
0.66
0
0
0.66
0.66
0
2.33
0
0.33
0
1.66
0.33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
0
0.12
0.541
0
5.428
21
304
1yes
0
0
0
0
0
0
1.58
0
0
0
0
0
1.58
0
0
0
0
0
1.58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.558
0.279
0
3.272
23
36
1yes
0.5
0.46
0.34
0
0.15
0.03
0
0.19
0.57
0.65
0.3
0.73
0.65
1.27
0.03
0.23
0.42
0
3.08
0
1.34
0
0.5
0.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
0
0
0
0.011
0.077
0
0.335
1.281
0.125
7.202
595
2,413
1yes
0
0
0
0
0
0
1.58
0
0
0
0
0
1.58
0
0
0
0
0
1.58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.558
0.279
0
3.272
23
36
1yes
0
0
1.38
0
0
0
0
0
0
0
0
1.38
0
0
0
2.77
0
4.16
4.16
0
1.38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.715
0
0
1.181
2
13
1yes
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.26
0
0
0
0
0.215
0
0.215
0.431
0
4.277
27
77
1yes
1
0
0.33
0
0.66
0.66
0
0
0
0
0
0.33
0.66
0
0
0.66
0.66
0
2.33
0
0.33
0
1.66
0.33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
0
0.12
0.541
0
5.428
21
304
1yes
0
0.29
0.72
0
0.29
0
0.14
0
0
0.43
0.29
0
0.14
0
0.14
0.14
0
0.72
0.58
0.14
0.43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.14
0
0
0
0
0.14
0
0
0
0
0
0
0.865
0.023
0.046
5.133
132
1,001
1yes
0.36
0
1.09
0
0
0
0
0
0
0
0
0.72
1.81
0
0
0
0
0
0.72
0
1.09
0
0
0.72
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.063
0.126
0
0.063
0.126
0
2.562
35
123
1yes
0
0
0.27
0
0.81
0.81
0
2.98
0.54
0.81
0.27
0.54
0.27
0
0
0.81
1.63
0.27
2.17
1.35
2.44
0
0
0.27
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
0
0.565
0.121
0
1.617
18
131
1yes
0.39
0
0.39
0
0
0.39
0
0
0
0
0
0.39
0.78
0
0
0
1.17
0.78
3.13
0
1.17
0
0
1.56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.261
0
0
1.461
19
114
1yes
0
0.56
0.56
0
2.25
0
1.12
0
0
0
0
0.56
0.56
0
0
0.56
2.82
0
3.95
0
1.69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.247
0
1.32
0.33
0
5.135
140
190
1yes
0.67
0
0.67
0
2.7
0
0
0
0
0
0
0
0
0
0
0
0.67
0.67
4.05
0
1.35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
0
0
1.064
3
33
1yes
0
0
0.62
0
0.62
0
0
0
0
0.62
0
0
0
0
0
0.62
0
0
1.24
0
0.62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.105
0
1.055
0
0
2.033
16
120
1yes
0
0
1.68
0
0.33
0
0
0
0
0.33
0
0
0
0
0
0.33
0
0
2.02
0
0.67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.33
0
0
0
0
0.06
0
0.484
0
0
1.796
19
203
1yes
0
0
0
0
0
0
0
0
0
0
0
0
0
4.76
0
4.76
0
0
4.76
0
2.38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.375
11
38
1yes
0
0
0
0
1.31
0
1.31
1.31
1.31
1.31
0
0
0
0
0
0
1.31
0
1.31
1.31
3.94
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.117
0.117
0
48.5
186
291
1yes
0
0
0
0
1.36
0.45
0.45
0
0
0
0
0
0.45
0
0
0.45
0.45
0.45
1.81
0
0.9
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.135
0
0.135
0
0
5.571
46
117
1yes
0.42
0
0
0
0.85
0.85
0
0
0
0.42
0
2.13
0
0
0
0
1.7
0
0.85
0
0.85
0
0
0.42
0
0
0
0
0
0
0
0
0
0
0
0.42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.088
0
0
5.714
107
200
1yes
0
0
0
0
0.27
0
0
0
0
0.83
0
0
0
0
0
0
0
0
0.27
0
0.27
8.58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.092
0
0.185
0.232
7.313
99
607
1yes
0
0
0
0
0.43
0
0
0
0
0.65
0
0
0
0
0
0.43
0
0.21
0.21
0
0.43
6.75
0
0
0.21
0.21
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.073
0.146
0.146
0.183
6.233
99
642
1yes
0.46
0
0.46
0
0
0
0
0.46
0
0
0
1.38
0
0
2.31
0
0.46
0.46
2.77
0
2.31
0
1.38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.46
0
0
0
0
0
0
0
0
0
0.49
0
0.081
0.816
0
3.4
12
102
1yes
0.14
0.14
0.29
0
0.29
0.29
0
0.29
0
0
0.29
0
0.14
0
0
0.87
0.29
0.43
3.66
0
1.31
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.29
0
0
0
0
0
0
0
0.58
0
0
0
0
0.024
0
0.265
0
0
3.121
38
437
1yes
0
0.34
0.68
0
0
0
0.34
0
0
0.34
0
0
0
0
0.34
0.68
0
1.37
1.03
0
1.03
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.094
0
0
0
0
3.131
13
119
1yes
0.46
0
0.46
0
0
0
0
0.46
0
0
0
1.38
0
0
2.31
0
0.46
0.46
2.77
0
2.31
0
1.38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.46
0
0
0
0
0
0
0
0
0
0.49
0
0.081
0.816
0
3.4
12
102
1yes
0.62
0
0.62
0
0
0
0.62
0
0
0
0
3.1
0
0
0
0
1.24
1.24
5.59
0
1.86
0
0
0.62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.31
0
0.517
0
0
3.363
22
111
1yes
0
0
0
0
2.1
0
1.05
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.05
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.5
34
108
1yes
0
0.71
0.35
0
0.35
0
0
0
0
0
0
0.71
0
0
0
0.35
0
1.42
1.77
0
1.06
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.058
0
0.7
0
0
3.768
61
260
1yes
0
0.3
0.61
0
0.3
0
0.15
0
0
0.45
0.15
0
0.15
0
0.15
0.15
0
0.76
0.15
0.15
0.76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
0
0
0
0
0
0
0
0
0
0
0
0.567
0.024
0.049
5.425
132
944
1yes
0
0
0
0
0
0
0.57
0
0
0.57
0
1.15
0.57
0
0
0
0
0.57
4.62
0
1.15
0
0
0.57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.518
0
0
10.117
33
172
1yes
0.52
0
2.38
0
0.26
0
0.26
0
0.52
0
0.26
0
0
0
0
0.79
0
0
1.32
0
1.05
0
0
0.52
0
0
0
0
0
0
0
0
0.26
0
0
0.26
0.26
0
0.52
0
0
0
0
0
0
0
0
0
0
0.656
0
0.31
0
0
5.549
71
566
1yes
0.17
0
0.08
0
0.42
0.08
0.08
0.42
0.08
0.08
0
0.6
0.17
0.17
0
0
0.17
0.08
1.2
0
3.17
0
0.34
0.08
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.081
0.027
0.095
0.013
0
4.07
48
574
1yes
0
0
1
0
0.5
0
0
0
0
0.5
0
0
0
0
0
0.5
0
0
2.5
0
1.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.5
0
0
0
0
0.357
0
0.892
0
0
2
19
172
1yes
0
0
0.54
0
0.54
0
0
0
0
0.54
0
0
0
0
0
0.54
0
0
1.64
0
0.54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.54
0
0
0
0
0.096
0
1.443
0
0
1.969
16
130
1yes
0
0
0
0
0
0.78
0
2.34
0
0.78
0.78
1.56
0
0
0
0
0.78
0
3.12
0
0.78
0
0.78
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.889
0
0
2.13
15
49
1yes
0
0
0
0
0
0
0
2.04
0
0
1.02
0
0
0
0
0
0
0
4.08
0
1.02
0
1.02
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.968
0
0
2.179
18
85
1yes
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
18.18
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
2
11
1yes
0.44
0
0
0
0.89
0
0
0
0
0.44
0
1.34
0
0
0
0.44
0
0
4.03
0
1.79
0
0
0.44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.44
0
0
0
0
0
0
0.944
0.145
0.072
2.451
28
152
1yes
0
0.66
0.66
0
0.33
0
0
0
0
0
0
0.66
0
0
0
0.33
0
1.32
2.64
0
1.32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.33
0
0
0
0
0.053
0
0.583
0
0
4.024
121
326
1yes
0
0
0
0
0
0
0
2.04
0
0
1.02
0
0
0
0
0
0
0
4.08
0
1.02
0
1.02
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.969
0
0
2.179
18
85
1yes
0.34
0.25
0.25
0
0.08
0.43
0.08
0.25
0.08
1.46
0.34
0.51
0.94
0
0.17
0.08
0
0
3.01
0
0.77
0.17
0.34
0.34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.17
0
0
0
0
0.048
0
0.258
0.258
0.113
5.297
300
694
1yes
0.34
0.26
0.26
0
0.08
0.43
0.08
0.26
0.08
1.47
0.34
0.52
0.95
0
0.17
0.08
0
0
3.03
0
0.78
0
0.34
0.34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.17
0
0
0
0
0.048
0
0.259
0.259
0.064
3.335
62
537
1yes
0.43
0
0
0
0.87
0.87
0
0
0
0.43
0
2.18
0
0
0
0
1.74
0
0.87
0
0.87
0
0
0.43
0
0
0
0
0
0
0
0
0
0
0
0.43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.835
0
0
5.114
107
179
1yes
0.44
0
0
0
0.89
0
0
0
0
0.44
0
1.33
0
0
0
0.44
0
0
4.46
0
1.78
0
0
0.44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.44
0
0
0
0
0
0
1.083
0.144
0.072
2.428
28
153
1yes
0
0
0
0
0
0
0
0
0
0.36
0
0
0
0
0
0
0
0
2.53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.36
0
0
0
0
0.059
0
0.118
0
0
1.307
7
68
1yes
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.754
0
0
1
1
7
1yes
0
0.41
0.53
0
0.11
0.05
0
0.05
0.11
0
0
0.17
0.05
0
0
0.05
0
0.53
1.19
0.35
0.53
0
0.23
0.23
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.064
0.01
0.032
0.14
0
1.364
14
303
1yes
0
0
0
0
6.25
0
3.12
0
0
0
0
3.12
0
3.12
0
3.12
0
0
6.25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.428
60
66
1yes
2.12
0
0
0
0.53
0.53
0
0
0
1.59
0
1.59
0
0
0
1.59
0.53
0.53
6.91
0
1.59
0
0.53
0.53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.467
0
0.28
0.186
0
2.823
85
240
1yes
0
0
0
0
1.4
0.46
0.93
0
0
0
0
0
0.46
0
0
0.46
0.46
0
1.87
0
1.4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.135
0
0.135
0
0
4
46
96
1yes
0
1.12
0.56
0
0.56
0.56
1.12
1.12
0
0
0.56
2.25
0
0
0
2.25
0
1.12
2.25
0
2.82
0
0.56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.416
5
51
1yes
0
0
1.32
0
0.66
0
0
0
0
0
0
0.66
0
0
0
0
0.66
0
5.29
2.64
5.29
0
0
1.32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.66
0
0
0
0
0
0
0
0
0
0
0
0.83
0.069
0
3.215
43
164
1yes
0
0.8
0
0
0.8
0
0
0
0
0.8
0
0.8
0
0
0
1.61
0
0.8
0.8
0
2.41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.8
0
0
0
0
0
0
0
1.192
0
0
1.463
12
101
1yes
0
0.29
0.87
0
0.29
0
0.14
0
0
0.43
0.14
0
0.14
0
0.14
0.14
0
0.72
0.43
0.14
0.58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.14
0
0
0
0
0
0
0
0
0
0
0
0.585
0.046
0.046
5.02
132
979
1yes
0.17
0
0.08
0
0.42
0.08
0.08
0.42
0.08
0.08
0
0.6
0.17
0.17
0
0
0.17
0.08
1.2
0
3.17
0
0.34
0.08
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.081
0.027
0.095
0.013
0
4.07
48
574
1yes
0
0
0
0
0
0
0
0
0
0.81
0
0.81
0
0
0
0
0
0
1.63
0
0.81
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.147
0
0
0.294
0.147
0
2.333
11
63
1yes
0.54
0
1.08
0
0.54
0
1.08
0
0
0
0
0.54
0
0
0
0.54
0.54
0
4.32
0
1.08
0
1.62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.54
0
0
0
0
0
0
1.18
0.252
0
5.323
68
181
1yes
0.17
0
0.08
0
0.42
0.08
0.08
0.42
0.08
0.08
0
0.6
0.17
0.17
0
0
0.17
0.08
1.2
0
3.17
0
0.34
0.08
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.081
0.027
0.108
0.013
0
4.07
48
574
1yes
0.53
0
1.07
0
0.53
0
1.07
0
0
0
0
0.53
0
0
0
0.53
0.53
0
4.3
0
1.07
0
1.61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.53
0
0
0
0
0
0
1.183
0.253
0
5.454
68
180
1yes
0.51
0.51
0
0
0
0
0.51
0
0
0.51
0
0
0
0
0.51
2.07
0
2.07
1.03
0
1.03
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.135
0
0.067
0
0
2.676
17
91
1yes