Datasets:
mstz
/
spambase

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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
0.64
0.64
0
0.32
0
0
0
0
0
0
0.64
0
0
0
0.32
0
1.29
1.93
0
0.96
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0
0
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0
0
0
0
0
0
0
0
0
0
0
0
0
0
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0
0
0
0
0.778
0
0
3.756
61
278
1yes
0.21
0.28
0.5
0
0.14
0.28
0.21
0.07
0
0.94
0.21
0.79
0.65
0.21
0.14
0.14
0.07
0.28
3.47
0
1.59
0
0.43
0.43
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0
0
0
0
0
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0
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0
0.07
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0.132
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0.372
0.18
0.048
5.114
101
1,028
1yes
0.06
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0.71
0
1.23
0.19
0.19
0.12
0.64
0.25
0.38
0.45
0.12
0
1.75
0.06
0.06
1.03
1.36
0.32
0.51
0
1.16
0.06
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0.06
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0.12
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0.06
0.06
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0
0.01
0.143
0
0.276
0.184
0.01
9.821
485
2,259
1yes
0
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0.63
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0.31
0.63
0.31
0.63
0.31
0.31
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0
3.18
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0.31
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0.137
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0.137
0
0
3.537
40
191
1yes
0
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0
0.63
0
0.31
0.63
0.31
0.63
0.31
0.31
0.31
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0.31
0
0
3.18
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0.31
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0
3.537
40
191
1yes
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1.85
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0.223
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0
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0
3
15
54
1yes
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0
1.92
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0
0.64
0.96
1.28
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0.96
0
0.32
3.85
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0.64
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0.054
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0.164
0.054
0
1.671
4
112
1yes
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1.88
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0.206
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0
0
2.45
11
49
1yes
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0.46
0
0.61
0
0.3
0
0.92
0.76
0.76
0.92
0
0
0
0
0
0.15
1.23
3.53
2
0
0
0.15
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0.15
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0
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0.3
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0
0
0.271
0
0.181
0.203
0.022
9.744
445
1,257
1yes
0.06
0.12
0.77
0
0.19
0.32
0.38
0
0.06
0
0
0.64
0.25
0
0.12
0
0
0.12
1.67
0.06
0.71
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0.19
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0.06
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0.04
0.03
0
0.244
0.081
0
1.729
43
749
1yes
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0.96
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0
1.92
0.96
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0.96
3.84
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0.96
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0.462
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0
1.312
6
21
1yes
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0
0.25
0
0.38
0.25
0.25
0
0
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0.12
0.12
0.12
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1.16
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0.77
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0.022
0.044
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0.663
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0
1.243
11
184
1yes
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0.69
0.34
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0.34
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0.69
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0.34
0
1.39
2.09
0
1.04
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0.056
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0.786
0
0
3.728
61
261
1yes
0
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0.9
0
0.9
0
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0.9
0.9
0
0.9
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0
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2.72
0
0.9
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0
2.083
7
25
1yes
0
0
1.42
0
0.71
0.35
0
0.35
0
0.71
0
0.35
0
0
0
5.35
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0
3.21
0
2.85
0
0.35
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0.102
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0.357
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0
1.971
24
205
1yes
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0.42
0.42
0
1.27
0
0.42
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0
1.27
0
0
0
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1.27
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1.7
0.42
1.27
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0.42
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1.27
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0.42
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0.063
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0.572
0.063
0
5.659
55
249
1yes
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0.94
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1.88
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2.83
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4.652
31
107
1yes
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2.11
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0.7
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1.975
0.37
0
35.461
95
461
1yes
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1.11
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0.18
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0.92
0
0.18
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0.37
0.37
3.15
0
0.92
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0.182
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0.455
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1.32
4
70
1yes
0
0.63
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0.31
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0.31
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0.63
0
0
1.27
0.63
0.31
3.18
2.22
0
1.91
0
0.31
0.63
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0.31
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1.59
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0.275
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0.055
0.496
0
3.509
91
186
1yes
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0.729
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0.729
0
0
3.833
9
23
1yes
0.05
0.07
0.1
0
0.76
0.05
0.15
0.02
0.55
0
0.1
0.47
0.02
0
0
0
0.02
0.13
2.09
0.1
1.57
0
0.05
0
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0
0
0.02
0.1
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0
0
0.042
0.101
0.016
0.25
0.046
0.059
2.569
66
2,259
1yes
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0.404
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0.809
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0
4.857
12
34
1yes
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1.16
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0.58
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1.16
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1.16
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1.75
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0.667
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1.131
5
69
1yes
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0.196
0
5.466
22
82
1yes
0.05
0.07
0.1
0
0.76
0.05
0.15
0.02
0.55
0
0.1
0.47
0.02
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0
0.02
0.13
2.09
0.1
1.57
0
0.05
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0.02
0.1
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0.042
0.101
0.016
0.25
0.046
0.059
2.565
66
2,258
1yes
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0.196
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5.466
22
82
1yes
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12
47
1yes
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11
36
1yes
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1.3
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1.3
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66
129
1yes
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59
1yes
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0.352
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2.112
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3.909
11
43
1yes
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2.7
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1.39
11
89
1yes
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4.83
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1.7
5
17
1yes
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1.36
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0
0.68
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1.36
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0.68
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1.36
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3.826
30
264
1yes
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