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
0.54
0.54
0
2.19
0
1.09
0
0
0
0
0.54
0.54
0
0
0.54
3.29
0
3.84
0
1.64
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
0
0.241
0
1.045
0.321
0
5.047
140
212
1yes
0
0
0.38
0
1.15
0
0
0
0
0.77
0
0.38
0
0
0
0.38
0.77
0
2.7
0
1.15
0
0.38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.15
0
0
0
0
0.061
0
0.985
0.184
0
3.923
78
255
1yes
0
0
0.39
0
1.17
0
0
0
0
0.78
0
0.39
0
0
0
0.39
0.78
0
2.73
0
1.17
0
0.39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.17
0
0
0
0
0.062
0
0.869
0.186
0
4
78
256
1yes
0.43
0
0.43
0
0.43
0
0.86
0
0
0
0
0.43
0
0
0
0
0.86
0.43
1.29
0
4.76
0
0
1.29
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.14
0
0
0.915
0
0
3.891
47
144
1yes
0.45
0
0
0
0.68
0.45
0
0.45
0
0.22
0.22
0
1.6
0
0.45
0
0.91
1.83
1.83
0
0.68
0
1.6
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.91
0
0
0
0
0
0
0
0
0
0.037
0
0.187
0.112
0
3.184
30
363
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
0.102
0
0.615
0
0
2.403
19
137
1yes
0
0
0.55
0
0.55
0
0
0
0
0.55
0
0
0
0
0
0.55
0
0
1.67
0
0.55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.55
0
0
0
0
0.099
0
0.893
0
0
2.122
16
121
1yes
0
0
1.31
0
0.65
0
0
0
0
0
0
0.65
0
0
0
0
0
0
5.26
1.97
4.6
0
0
1.31
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.65
0
0
0
0
0
0
0
0
0
0
0
0.816
0.068
0
3.173
43
165
1yes
0
0
0.61
0
0
0
0.61
0
0
0
0
0
0
0
0
0
1.23
1.85
2.46
0
1.23
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
0
0
0.176
0
0.353
0
0
2.25
13
81
1yes
0.22
0.22
0.22
0
1.77
0.22
0.44
0.44
0.22
2.88
0
0.88
0.22
0
1.11
0.44
0
0.44
3.33
0
3.33
0
0.44
0.44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.44
0
0
0
0
0
0
0
0
0
0
0
0.563
0.15
0
86.65
1,038
1,733
1yes
0.34
0.42
0.25
0
0.08
0.42
0.08
0.25
0.08
1.63
0.34
0.51
0.94
0
0.17
0.08
0
0
3
0
0.94
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
0.063
0
0.287
0.223
0.079
3.314
62
537
1yes
0
0
0
0
0
0
1.04
0
0
0
0
0
0
0
0
2.08
0
0
2.08
0
2.08
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
0
0
0
0
0
0
0
3.812
11
61
1yes
0
0
0
0
0
0
1.33
0
0
0
0
0
0
0
0
0
0
0
1.33
0
5.33
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
0
0
0
0
0.202
1.417
0
29.125
223
233
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
1.182
0.253
0
5.454
68
180
1yes
0
0
0
0
2.5
0
0
0
0
0
0
0.62
0
0
0
0
1.25
0
3.12
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
0
0.08
0
0
2.111
18
57
1yes
0
0.9
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
0
1.81
3.63
0
2.72
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
0
0
0
0
0
0
0.165
0.165
0
6.266
41
94
1yes
0.07
0.02
0.15
0
0.25
0.2
0
0.02
0.15
0
0
0.25
0.25
0.07
0
0.05
0.22
0
0.05
0
0.02
0
0.37
0.02
0
0
0
0
0.02
0
0
0
0
0
0
0.05
0.3
0.02
0
0.02
0
0
0.02
0
0.02
0
0
0
0.011
0.022
0
0
0.022
0
1.423
20
965
1yes
0.07
0.02
0.15
0
0.25
0.2
0
0.02
0.15
0
0
0.25
0.25
0.07
0
0.05
0.22
0
0.05
0
0.02
0
0.37
0.02
0
0
0
0
0.02
0
0
0
0
0
0
0.05
0.3
0.02
0
0.02
0
0
0.02
0
0.02
0
0
0
0.011
0.022
0
0
0.022
0
1.423
20
965
1yes
0.17
0.26
1.07
0
0.35
0.62
0.53
0.17
0.62
0.8
0.26
1.25
0.17
0
0.62
0.62
0.08
1.43
2.5
0.17
1.16
0
0.89
0.08
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
0
0
0
0
0.08
0
0
0
0
0.066
0
0.212
0.185
0.013
6.815
583
1,329
1yes
0
0
0.48
0
0.96
0
0
0
0.48
0
0
0
0
0
0
0.96
0.96
0
1.44
0
0.48
0
0.96
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.48
0
0
0
0
0.133
0.066
0.468
0.267
0
3.315
61
242
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
1.03
0
0.68
0
1.03
0
0.68
0
0
0.68
0
0.68
0
0
0.34
0.68
0
0
5.86
0
1.37
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
0.34
0
0
0
0
0
0
0.366
0.061
0
1.895
12
91
1yes
0
0
0.18
0
0.18
0
0
0
0.54
0.36
0.36
0.9
0
0.36
0
0.72
0
0.18
2.7
0.18
0.72
0
0
0.54
0
0
0
0
0
0
0
0
0
0
0
0
0
0.36
0
0
0
0
0.18
0
0
0
0
0
0
0
0
0.633
0.063
0
9.043
363
841
1yes
0.26
0.26
0.52
0
0.39
0
0.39
0.13
0
0.26
0
0.78
0.26
0
0
1.57
0
0.26
2.61
0
1.57
0
0.13
0.39
0
0
0
0
0
0
0
0
0
0
0
0
0.13
0
0
0
0
0
0
0
0
0
0
0
0
0.129
0
0.779
0.021
0.021
2.689
49
476
1yes
0
0
0.32
0
0.65
0.65
0.32
0.32
0
0
0
0.32
0.32
0
0
0.32
0.32
0
2.28
0
3.25
0
0
0.32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.32
0
0
0
0
0.104
0
0
0.157
0.052
1.537
10
143
1yes
0
0
0.32
0
0.64
0.64
0.32
0.32
0
0
0
0.32
0.32
0
0
0.32
0.32
0
2.27
0
3.24
0
0
0.32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.32
0
0
0
0
0.106
0
0
0.159
0.053
1.537
10
143
1yes
0.19
0.19
0.39
0
0.19
0
0
0.59
0
0
0
0.39
0
0
0
0.59
0.39
1.37
4.52
0
3.14
0
0
0.19
0
0
0
0
0
0
0
0
0
0
0
0
0.19
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.258
0.032
0
3.112
43
305
1yes
0.46
0
0
0
0.69
0.46
0
0.46
0
0.23
0.23
0
1.61
0
0.46
0
0.92
1.84
1.84
0
0.69
0
1.61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.92
0
0
0
0
0
0
0
0
0
0.037
0
0.188
0.112
0
3.105
30
354
1yes
0
0
0.71
0
0.71
0
0
0
0
0
0
0
0
0
0
0.71
0
0
1.42
0
0.71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.71
0
0
0
0
0.121
0
1.094
0
0
2.021
16
95
1yes
0
1.49
0
0
0
0
2.98
0
0
1.49
0
0
0
0
0
1.49
2.98
0
0
0
2.98
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.171
0
0
0.171
0.171
13
140
156
1yes
0
0
0.16
0
0.33
0
0.16
0
0.5
0
0.16
0
0
0
0
0.5
0
1.5
0.66
0
0
0
0
0
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
0.088
0
0.884
0.752
0.022
5.328
47
1,087
1yes
0
0
1.1
0
0.55
0
0
0
0
0.55
0
0
0
0
0
0.55
0
0
2.2
0
1.1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.55
0
0
0
0
0.097
0
0.683
0
0
2.338
19
145
1yes
0.16
0.32
0.65
0
0.32
0
0.16
0
0
0.49
0.16
0
0.16
0
0.16
0.16
0
0.81
0.32
0.16
0.98
0
0
0
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
0
0.773
0.08
0.08
6.586
132
955
1yes
0
0
0.72
0
1.81
0
0
0
0
0.36
0
0.36
0
0
0
0
0.72
0
0.72
0
0.36
0
0
0
0
0
0
0
0
0
0
0
0.36
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.053
0.265
0
0
0
0
1.543
13
88
1yes
0.84
0.84
0
0
0
0
1.69
0
0.84
0.84
0
0.84
0
0
0
10.16
0.84
0
0.84
0
2.54
0
0
0.84
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.113
0.278
0.092
173
418
519
1yes
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.29
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
0
0
0
0
0
0
1.103
3
32
1yes
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.29
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
0
0
0
0
0
0
1.103
3
32
1yes
0.17
0
0.08
0
0.43
0.08
0.08
0.43
0.08
0.08
0
0.6
0.17
0.17
0
0
0.17
0.08
1.2
0
3.14
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
0.088
0.013
0
4.16
48
1,140
1yes
0
0.54
0.54
0
1.09
0.54
2.18
0
0
0.54
0
0.54
0
0
0
0
0
0.54
3.27
0
1.09
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
0.157
0
0.471
0
0.078
15.08
147
377
1yes
0
0
0.42
0
0
0
0
0
0
0
0
0.85
0
0
0
0.85
0
0.85
4.7
0
0.85
5.55
0
0
0
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
0.082
0
0
0.082
0.248
7.17
42
294
1yes
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.05
0
0
0
0
2.1
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
1.806
0
0
1.293
5
75
1yes
0
0
0.45
0
0.22
0.22
0
0
0.67
0.45
0.22
0.9
0
0
0
0.22
0
0
1.35
0
1.12
0.22
0.22
0.22
0
0
0
0
0
0
0
0
0
0
0
0.45
0
0
0
0
0
0
0
0
0
0
0
0
0.064
0.258
0
0.129
0.193
0
7.258
71
617
1yes
0
0.55
0.55
0
1.11
0.55
2.23
0
0
0.55
0
0.55
0
0
0
0
0
0.55
3.35
0
1.11
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.55
0
0
0
0
0.159
0
0.479
0
0.079
16.739
147
385
1yes
0
0
0
0
0
1.12
0
2.24
0
0
1.12
1.12
0
0
0
0
0
0
4.49
0
0
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
0
0
0
0
0.814
0
0
2.6
15
39
1yes
0
0
0.32
0
0.65
0.65
0.32
0.32
0
0
0
0.32
0.32
0
0
0.32
0.32
0
2.28
0
3.26
0
0
0.32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.32
0
0
0
0
0.105
0
0
0.158
0
1.494
10
139
1yes
0
0
1.43
0
0.71
0
0
0.71
0
0.71
0
0
0
0
0
0
2.87
2.87
1.43
0
3.59
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
0
0
0.937
0
0
11.888
116
214
1yes
0
0.55
0.55
0
1.11
0.55
2.23
0
0
0.55
0
0.55
0
0
0
0
0
0.55
3.35
0
1.11
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.55
0
0
0
0
0.159
0
0.479
0
0.079
16.739
147
385
1yes
0
0
0
0
0
0
1.07
0
0
0
0
0
0
0
0
2.15
0
0
0
0
2.15
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.07
0
0
0
0
0
0
0
0
0
0
0
0.145
0.437
0.291
1.823
10
62
1yes
0
0
0.47
0
0.95
0
0
0
0.47
0
0
0
0
0
0
0.95
0.95
0
1.42
0
0.47
0
0.95
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.47
0
0
0
0
0.131
0.065
0.461
0.263
0
3.493
61
255
1yes
0
0
0.15
0
0.31
0
0.15
0
0.63
0.15
0.15
0
0
0
0
1.11
0
1.27
0.79
0
0
0
0
0
0.95
0
0
0
0
0
0
0
0
0
0
0
0.31
0
0
0.15
0
0
0
0
0
0
0
0
0
0.088
0
0.862
0.707
0.022
5.423
51
1,128
1yes
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.39
0
0.39
0
0
0
3.58
0.39
0
0
0
0.39
0
0
0
0
0
0
0
0
0
0
0
0
0
0.39
0.39
0
0
0
0
0
0
0
0
0
2.5
21
130
1yes
0
0
0
0
0
2.3
0
0
0
0
0
0.76
0.76
0
0
0
0
0
2.3
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
0
0
0
0
0.829
0
2.766
0.829
0
5.607
25
157
1yes
0.08
0.16
0.32
0
1.38
0.16
0.08
0
0.24
0.08
0
1.3
0
0.08
0
0.48
0.08
0.08
3.5
0
0.73
0
0.08
0.16
0
0
0
0
0
0
0
0
0
0
0.08
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.085
0.061
0.39
0.097
0.012
5.594
119
1,561
1yes
0.48
0.2
0.55
0
0.27
0.2
0
0.27
0.27
0.97
0.41
1.04
0.13
0
0
1.11
0.69
0.06
2.37
0
1.04
0
0.06
0.69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
0
0
0
0
0.13
0
0
0
0
0.105
0
0.75
0.305
0
3.401
94
966
1yes
0.48
0.2
0.55
0
0.27
0.2
0
0.27
0.27
0.97
0.41
0.97
0.13
0
0
1.11
0.69
0.06
2.23
0
0.97
0
0.06
0.69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
0
0
0
0
0.13
0
0
0
0
0.105
0
0.75
0.305
0
3.401
94
966
1yes
0
0
0
0
0
0
0
0
0
0
0
0
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
0
0
0
0
0
0
0
2.453
0
0
4.153
26
54
1yes
0
0
1.42
0
0.71
0
0
0.71
0
0.71
0
0
0
0
0
0
2.85
2.85
1.42
0
3.57
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
0
0
0.931
0
0
12.055
117
217
1yes
0.8
0
0.8
0
1.6
0
0
0
0
0
0
0
0
0
0
0.8
0.8
0
1.6
0
2.4
0
0.8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.62
0.347
0
2.604
22
125
1yes
0
0
0.33
0
0.99
0.99
0.33
0.33
0
0
0
0.33
0.33
0
0
0.33
0.33
0
1.98
0
3.3
0
0
0.33
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
0.108
0
0
0.162
0.054
2.195
50
202
1yes
0.07
0.37
0.81
0
0.51
0.29
0.07
0
0.07
0.37
0.07
1.48
0.14
0
0.07
0
0.14
0.44
3.55
0
1.85
0
0
0.14
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
0.049
0.069
0
0.159
0.159
0.009
3.456
44
802
1yes
0
0
0.33
0
0.99
0.99
0.33
0.33
0
0
0
0.33
0.33
0
0
0.33
0.33
0
1.98
0
3.3
0
0
0.33
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
0.107
0
0
0.161
0.053
2.195
50
202
1yes
0
0
0.15
0
0.31
0
0.15
0
0.63
0.15
0.15
0
0
0
0
1.11
0
1.27
0.79
0
0
0
0
0
0.95
0
0
0
0
0
0
0
0
0
0
0
0.31
0
0
0.15
0
0
0
0
0
0
0
0
0
0.088
0
0.862
0.707
0.022
5.423
51
1,128
1yes
0
0
0.62
0
1.24
0.62
0
0
0
0
0
0
0
0
0
0.31
0
0
2.48
0
0.93
0
0.31
0
0
0
0
0
0
0
0
0
0
0
0
0
0.31
0
0
0
0
0
0
0
0
0
0
0
0
0.086
0
0.043
0
0
1.741
14
155
1yes
0
0.34
0.69
0
0.34
0
0.17
0
0
0.51
0.17
0
0.17
0
0.17
0.17
0
0.86
0.17
0.17
0.86
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
0
0
0
0
0
0
0.665
0.083
0.083
6.294
132
963
1yes
0
0.79
0
0
0
0
0
0
0
0
0
0
0
0
0
0.79
0.79
1.58
3.17
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
0.79
0
0
0
0
0.271
0
0.271
0.135
0
3.257
26
114
1yes
0.14
0.14
0.29
0
0
0
0
0
1.17
0.29
0.14
0.58
0
0
0
0.14
0
0.14
2.35
0.14
0.88
0
0
0.44
0
0
0
0
0
0
0
0
0
0
0
0
0
0.29
0
0
0
0
0
0
0
0
0
0
0
0.204
0
0.204
0.127
0.102
2.962
73
400
1yes
0
0
0
0
1.11
0
0
0
0
0
0
0
0
0
0
0
0
0
2.22
0
3.33
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
0
0
0
0
0.784
0
0
5.687
39
91
1yes
0
0
1
0
0
0.25
0
0.25
0
0
0
1.5
0.25
0
0
0.25
0.5
0
2.5
0
1.5
0
0
0.25
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
0.203
0.203
0
2.866
34
129
1yes
0.58
0
0
0
2.33
0
1.16
0
0
0
0.58
0
0
0.58
0
0.58
0
0.58
2.92
1.16
2.92
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.27
0
0.09
0.09
0
1.829
9
75
1yes
0.14
0.14
0.29
0
0
0
0
0
1.17
0.29
0.14
0.58
0
0
0
0.14
0
0.14
2.35
0.14
0.88
0
0
0.44
0
0
0
0
0
0
0
0
0
0
0
0
0
0.29
0
0
0
0
0
0
0
0
0
0
0
0.204
0
0.204
0.127
0.102
2.962
73
400
1yes
0.14
0.14
0.29
0
0
0
0
0
1.17
0.29
0.14
0.58
0
0
0
0.14
0
0.14
2.35
0.14
0.88
0
0
0.44
0
0
0
0
0
0
0
0
0
0
0
0
0
0.29
0
0
0
0
0
0
0
0
0
0
0
0.204
0
0.204
0.127
0.102
2.962
73
400
1yes
0
0
0.58
0
1.17
0
0.58
0
0
0
0
0.58
0
0
0
0.58
0
0
1.76
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
0.829
0
0
2.529
8
86
1yes
0.25
0.25
0
0
0.75
0
0
0
0.25
0.75
0
1.51
0
1.26
0
0
0.5
0
3.29
0
1.01
0
0
0
0
0
0
0
0
0
0
0
0.25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.082
0
0.041
0.124
0.124
3.181
32
210
1yes
0
0
0
0
6.25
0
3.12
0
0
0
0
3.12
0
0
0
0
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
0
0.57
0.57
0
1.14
0.57
2.28
0
0
0.57
0
0.57
0
0
0
0
0
0.57
3.42
0
1.14
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.57
0
0
0
0
0.081
0
0.487
0
0.081
16.217
147
373
1yes
0
0.17
0
0
0
0
0.17
0.52
0
0.17
0.35
0.52
0
0
0
0
0.17
0.7
0.88
0
0.7
1.93
0.35
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
0.028
0.143
0.028
0.085
0.057
0.229
3.564
39
417
1yes
0
0
0.47
0
0.95
0
0
0
0.47
0
0
0
0
0
0
0.95
0.95
0
1.42
0
0.47
0
0.95
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.47
0
0
0
0
0.133
0.066
0.401
0.267
0
3.459
61
256
1yes
0
0.57
0.57
0
1.14
0.57
2.28
0
0
0.57
0
0.57
0
0
0
0
0
0.57
3.42
0
1.14
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.57
0
0
0
0
0.081
0
0.487
0
0.081
16.217
147
373
1yes
0
0.34
0.69
0
0.34
0
0.17
0
0
0.51
0.17
0
0.17
0
0.17
0.17
0
0.86
0.34
0.17
0.51
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.315
0
0.026
6.364
149
942
1yes
0
0.57
0.57
0
1.14
0.57
2.28
0
0
0.57
0
0.57
0
0
0
0
0
0.57
3.42
0
1.14
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.57
0
0
0
0
0.081
0
0.487
0
0.081
16.217
147
373
1yes
0
1.63
0
0
0
0
3.27
0
0
0
0
0
0
0
0
1.63
1.63
0
0
0
1.63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.63
0
0
0
0
0
0
0
0
0
0
0
0
0.36
0
0.54
0.18
0.18
14.818
140
163
1yes
0
0
0.14
0
0.29
0
0.14
0
0.58
0
0.29
0
0
0
0
0.87
0
1.46
0.58
0
0
0
0
0
0
0
0
0.43
0
0
0
0
0
0
0
0
0.29
0
0
0
0
0
0
0
0
0
0
0
0
0.08
0
0.764
0.784
0.02
4.979
45
1,200
1yes
0
0.38
0.76
0
0.38
0
0.19
0
0
0.57
0.19
0
0.19
0
0.19
0.19
0
0.95
0.19
0.19
0.95
0
0
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
0
0.632
0.03
0.09
6.789
132
869
1yes
0.4
0
0.6
0
0.2
0.6
0.2
0.6
0.2
0.2
0.2
1.2
0
0
0
0.4
1.61
0.4
2.21
1.81
2.62
0
0.2
0.6
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.096
0
1.453
0.129
0
3.946
64
513
1yes
0
0
0
0
0
0
0
0
0.91
0
0
0
0
0
0
0
0
0
0.91
0
2.75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.132
0
0.531
0
0
2.9
28
87
1yes
0
0
0.15
0
0.3
0
0.15
0
0.61
0
0.3
0
0
0
0
0.92
0
1.53
0.61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.3
0
0
0
0
0
0
0
0
0
0
0
0
0.083
0
0.732
0.753
0.02
5.058
45
1,128
1yes
0
0.52
0.52
0
0.52
0
0
0
0
0
0
0
0
0
0
0.52
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
0
0
0.192
0
0.867
0
0
2.22
20
131
1yes
0
0
0.85
0
0.42
0
0
0
0
0
0
0
0
0
0
0.42
0
0
2.14
0
1.28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.42
0
0
0
0
0.159
0
1.117
0
0
1.206
7
117
1yes
0.18
0
0.18
0
1.57
0.36
0.06
0.06
0.06
0.12
0.06
0.54
0.3
0.06
0
0
0.72
0.06
4.48
0.24
1.15
0
0.84
0.06
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
0
0.06
0
0
0
0.01
0.052
0
0.01
0.167
0
1.733
12
442
1yes
0.1
0.1
0.73
0
0.2
0.1
0.2
0.62
0.1
0.31
0.31
1.04
0
0
0
0.1
1.14
0.31
2.4
0.93
2.92
0
0
0.2
0.1
0.1
0
0
0
0
0
0
0
0
0
0
0.1
0
0.1
0.1
0
0
0
0
0
0
0
0
0
0.163
0
0.785
0.065
0
4.064
92
817
1yes
0
0
0
0
0
0
5.4
0
0
0
0
0
0
0
0
5.4
0
0.9
1.8
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
0
0.841
0.21
0
24.785
295
347
1yes
0.17
0.17
0.71
0
0.53
0.17
0.17
0.89
0.17
0.53
0.35
1.61
0
0
0
0
1.79
0
1.97
1.61
4.12
0
0
0.35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.17
0
0
0
0
0
0
0
0
0
0.115
0
1.158
0.057
0
5.163
63
599
1yes
0.08
0.17
0.34
0
1.46
0.17
0.08
0
0.25
0.08
0
1.37
0
0.08
0
0.51
0.08
0.08
3.43
0
0.77
0
0.08
0.17
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.077
0.064
0.348
0.103
0.012
5.392
119
1,456
1yes
0
0.46
0
0
1.15
0
0.23
0.23
0
0.46
0
0.69
0.23
0
0
0
0.69
0.69
2.76
0
1.84
0
0
0.23
0
0
0
0
0
0
0
0
0
0
0
1.15
0
0
0
0
0
0
0
0
0
0
0
0
0
0.036
0.036
0.841
0.036
0
1.862
52
285
1yes
0
0
0.39
0
0.78
0
0
0.06
0.06
0.19
0.13
0.26
0.13
0
0
0
0
0
0.32
0
0.06
0
0
0
0
0
0
0
0
0.06
0
0
0
0
0
0
0
0
0
0
0
0
0.06
0
0
0
0
0
0
0.032
0
0
0.032
0
1.206
15
240
1yes
0
0
0
0
0
0
0
1.05
0
0
0.52
1.05
0.52
0
0
1.05
0
0
3.7
1.05
1.05
0
1.58
0.52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.702
0.263
0
6.487
47
266
1yes
0
0
0.32
0
0.64
0.64
0.32
0.64
0
0
0
0.32
0.32
0
0
0.32
0.32
0
2.27
0
3.24
0
0
0.32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.64
0
0
0
0
0.105
0
0
0.157
0
1.494
10
139
1yes
0.54
0
0.54
0
1.63
0
0
0
0
0
0
0.54
0
0
0
0.54
0.54
0
2.17
0
5.97
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
0
0
0
0
0.715
0.318
0
2.345
22
129
1yes
1.63
0
1.63
0
0
0
0
0
1.63
0
0
0
0
0
0
1.63
0
0
3.27
0
3.27
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
0
0
0
0
0.759
0.253
0
2
16
36
1yes
0
1.32
0.56
0
0
0.94
0
0.18
0.37
0.75
0
2.07
0
0
0
0
0.37
0
2.45
0
0.94
0
0
0.18
0
0
0.18
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
0
0.242
0.107
0
2.623
35
244
1yes