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Datasets:
mstz
/
spambase

Tasks:
Tabular Classification
Modalities:
Tabular
Languages:
English
Size:
1K - 10K
Tags:
spambase
tabular_classification
binary_classification
UCI
Libraries:
Datasets
License:
Dataset card Viewer Files Community
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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
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1yes
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1,028
1yes
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1yes
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1yes
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1yes
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1yes
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1yes
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11
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1yes
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0.92
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0.022
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445
1,257
1yes
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0.32
0.38
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0.06
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0.25
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0.06
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0.19
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0.081
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43
749
1yes
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1yes
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0.25
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1yes
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1yes
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1yes
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205
1yes
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1yes
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1yes
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1yes
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1yes
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186
1yes
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1yes
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0.02
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0.02
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0.016
0.25
0.046
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2.569
66
2,259
1yes
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12
34
1yes
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1.16
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1yes
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22
82
1yes
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0.1
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0.76
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0.02
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0.02
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0.02
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0.05
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0.02
0.1
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0.016
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2,258
1yes
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1yes
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1yes
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1yes
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129
1yes
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1yes
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3.909
11
43
1yes
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0.27
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0.81
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2.7
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1.39
11
89
1yes
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4.83
4.83
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1.7
5
17
1yes
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0.68
1.36
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2.04
0
0.68
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0.68
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0.68
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1.36
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0.68
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0.185
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YAML Metadata Error: "configs[0]" must be of type object

Spambase

The Spambase dataset from the UCI ML repository. Is the given mail spam?

Configurations and tasks

Configuration Task Description
spambase Binary classification Is the mail spam?

Usage 

from datasets import load_dataset

dataset = load_dataset("mstz/spambase")["train"]
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