📄 libsvm data classification, regression, and multi-label.mht
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Subject: LIBSVM Data: Classification, Regression, and Multi-label
Date: Mon, 17 Mar 2008 09:32:56 -0400
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xmlns=3D"http://www.w3.org/1999/xhtml"><HEAD><TITLE>LIBSVM Data: =
Classification, Regression, and Multi-label</TITLE>
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<H1><A href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvm">LIBSVM</A> =
Data:=20
Classification, Regression, and Multi-label</H1>
<P><FONT size=3D+1>This page contains many classification, regression, =
and=20
multi-label data sets used in our papers. Many are from UCI, Statlog, =
StatLib=20
and other collections. We really thank their efforts. For most sets, we =
directly=20
transform the file into LIBSVM format and linearly scale each attribute =
to=20
[-1,1]. The testing data (if provided) is adjusted accordingly. Some =
training=20
data are further separated to "training" (tr) and "validation" (val) =
sets.=20
Details can be found in the description of each data set. </FONT></P>
<P><FONT size=3D+1>A summary of all data sets is in the following. If =
you have=20
used LIBSVM with these sets, and find them useful, please cite our work =
as:=20
<BR>Chih-Chung Chang and Chih-Jen Lin, LIBSVM : a library for support =
vector=20
machines, 2001. Software available at <A=20
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvm">http://www.csie.ntu.edu=
.tw/~cjlin/libsvm</A>.=20
</FONT></P><BR>Please also cite the source of the data sets (references =
given=20
below). <BR>
<P><FONT size=3D+1>Go to pages of classification (<A=20
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l">binary</A>,=20
<A=20
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multiclass=
.html">multi-class</A>),=20
<A=20
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/regression=
.html">regression</A>,=20
and <A=20
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multilabel=
.html">multi-label</A>.=20
</FONT></P>
<HR>
<TABLE border=3D0>
<TBODY>
<TR>
<TH>name</TH>
<TH>source</TH>
<TH>type</TH>
<TH>class</TH>
<TH>training size</TH>
<TH>testing size</TH>
<TH>feature</TH></TR>
<TR>
<TD><A=20
=
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l#a1a">a1a</A></TD>
<TD><A =
href=3D"http://www.ics.uci.edu/~mlearn/MLRepository.html">UCI</A></TD>
<TD>classification</TD>
<TD class=3Dnumber>2</TD>
<TD class=3Dnumber>1,605</TD>
<TD class=3Dnumber>30,956</TD>
<TD class=3Dnumber>123</TD></TR>
<TR>
<TD><A=20
=
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l#a2a">a2a</A></TD>
<TD><A =
href=3D"http://www.ics.uci.edu/~mlearn/MLRepository.html">UCI</A></TD>
<TD>classification</TD>
<TD class=3Dnumber>2</TD>
<TD class=3Dnumber>2,265</TD>
<TD class=3Dnumber>30,296</TD>
<TD class=3Dnumber>123</TD></TR>
<TR>
<TD><A=20
=
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l#a3a">a3a</A></TD>
<TD><A =
href=3D"http://www.ics.uci.edu/~mlearn/MLRepository.html">UCI</A></TD>
<TD>classification</TD>
<TD class=3Dnumber>2</TD>
<TD class=3Dnumber>3,185</TD>
<TD class=3Dnumber>29,376</TD>
<TD class=3Dnumber>123</TD></TR>
<TR>
<TD><A=20
=
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l#a4a">a4a</A></TD>
<TD><A =
href=3D"http://www.ics.uci.edu/~mlearn/MLRepository.html">UCI</A></TD>
<TD>classification</TD>
<TD class=3Dnumber>2</TD>
<TD class=3Dnumber>4,781</TD>
<TD class=3Dnumber>27,780</TD>
<TD class=3Dnumber>123</TD></TR>
<TR>
<TD><A=20
=
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l#a5a">a5a</A></TD>
<TD><A =
href=3D"http://www.ics.uci.edu/~mlearn/MLRepository.html">UCI</A></TD>
<TD>classification</TD>
<TD class=3Dnumber>2</TD>
<TD class=3Dnumber>6,414</TD>
<TD class=3Dnumber>26,147</TD>
<TD class=3Dnumber>123</TD></TR>
<TR>
<TD><A=20
=
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l#a6a">a6a</A></TD>
<TD><A =
href=3D"http://www.ics.uci.edu/~mlearn/MLRepository.html">UCI</A></TD>
<TD>classification</TD>
<TD class=3Dnumber>2</TD>
<TD class=3Dnumber>11,220</TD>
<TD class=3Dnumber>21,341</TD>
<TD class=3Dnumber>123</TD></TR>
<TR>
<TD><A=20
=
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l#a7a">a7a</A></TD>
<TD><A =
href=3D"http://www.ics.uci.edu/~mlearn/MLRepository.html">UCI</A></TD>
<TD>classification</TD>
<TD class=3Dnumber>2</TD>
<TD class=3Dnumber>16,100</TD>
<TD class=3Dnumber>16,461</TD>
<TD class=3Dnumber>123</TD></TR>
<TR>
<TD><A=20
=
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l#a8a">a8a</A></TD>
<TD><A =
href=3D"http://www.ics.uci.edu/~mlearn/MLRepository.html">UCI</A></TD>
<TD>classification</TD>
<TD class=3Dnumber>2</TD>
<TD class=3Dnumber>22,696</TD>
<TD class=3Dnumber>9,865</TD>
<TD class=3Dnumber>123</TD></TR>
<TR>
<TD><A=20
=
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l#a9a">a9a</A></TD>
<TD><A =
href=3D"http://www.ics.uci.edu/~mlearn/MLRepository.html">UCI</A></TD>
<TD>classification</TD>
<TD class=3Dnumber>2</TD>
<TD class=3Dnumber>32,561</TD>
<TD class=3Dnumber>16,281</TD>
<TD class=3Dnumber>123</TD></TR>
<TR>
<TD><A=20
=
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l#australian">australian</A></TD>
<TD><A=20
=
href=3D"http://www.liacc.up.pt/ML/old/statlog/datasets.html">Statlog</A><=
/TD>
<TD>classification</TD>
<TD class=3Dnumber>2</TD>
<TD class=3Dnumber>690</TD>
<TD class=3Dnumber>
<TD class=3Dnumber>14</TD></TR>
<TR>
<TD><A=20
=
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l#breast-cancer">breast-cancer</A></TD>
<TD><A =
href=3D"http://www.ics.uci.edu/~mlearn/MLRepository.html">UCI</A></TD>
<TD>classification</TD>
<TD class=3Dnumber>2</TD>
<TD class=3Dnumber>683</TD>
<TD class=3Dnumber>
<TD class=3Dnumber>10</TD></TR>
<TR>
<TD><A=20
=
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l#colon-cancer">colon-cancer</A></TD>
<TD>[<A=20
=
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/ref.html#A=
U99a">AU99a</A>]=20
</TD>
<TD>classification</TD>
<TD class=3Dnumber>2</TD>
<TD class=3Dnumber>62</TD>
<TD class=3Dnumber>
<TD class=3Dnumber>2,000</TD></TR>
<TR>
<TD><A=20
=
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l#covtype.binary">covtype.binary</A></TD>
<TD><A =
href=3D"http://www.ics.uci.edu/~mlearn/MLRepository.html">UCI</A></TD>
<TD>classification</TD>
<TD class=3Dnumber>2</TD>
<TD class=3Dnumber>581,012</TD>
<TD class=3Dnumber>
<TD class=3Dnumber>54</TD></TR>
<TR>
<TD><A=20
=
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l#diabetes">diabetes</A></TD>
<TD><A =
href=3D"http://www.ics.uci.edu/~mlearn/MLRepository.html">UCI</A></TD>
<TD>classification</TD>
<TD class=3Dnumber>2</TD>
<TD class=3Dnumber>768</TD>
<TD class=3Dnumber>
<TD class=3Dnumber>8</TD></TR>
<TR>
<TD><A=20
=
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l#duke breast-cancer">duke=20
breast-cancer</A></TD>
<TD>[<A=20
=
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/ref.html#M=
W01a">MW01a</A>]=20
</TD>
<TD>classification</TD>
<TD class=3Dnumber>2</TD>
<TD class=3Dnumber>44</TD>
<TD class=3Dnumber>
<TD class=3Dnumber>7,129</TD></TR>
<TR>
<TD><A=20
=
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l#fourclass">fourclass</A></TD>
<TD>[<A=20
=
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/ref.html#T=
KH96a">TKH96a</A>]=20
</TD>
<TD>classification</TD>
<TD class=3Dnumber>2</TD>
<TD class=3Dnumber>862</TD>
<TD class=3Dnumber>
<TD class=3Dnumber>2</TD></TR>
<TR>
<TD><A=20
=
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l#german.numer">german.numer</A></TD>
<TD><A=20
=
href=3D"http://www.liacc.up.pt/ML/old/statlog/datasets.html">Statlog</A><=
/TD>
<TD>classification</TD>
<TD class=3Dnumber>2</TD>
<TD class=3Dnumber>1,000</TD>
<TD class=3Dnumber>
<TD class=3Dnumber>24</TD></TR>
<TR>
<TD><A=20
=
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l#heart">heart</A></TD>
<TD><A=20
=
href=3D"http://www.liacc.up.pt/ML/old/statlog/datasets.html">Statlog</A><=
/TD>
<TD>classification</TD>
<TD class=3Dnumber>2</TD>
<TD class=3Dnumber>270</TD>
<TD class=3Dnumber>
<TD class=3Dnumber>13</TD></TR>
<TR>
<TD><A=20
=
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l#ijcnn1">ijcnn1</A></TD>
<TD>[<A=20
=
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/ref.html#D=
P01a">DP01a</A>]=20
</TD>
<TD>classification</TD>
<TD class=3Dnumber>2</TD>
<TD class=3Dnumber>49,990</TD>
<TD class=3Dnumber>91,701</TD>
<TD class=3Dnumber>22</TD></TR>
<TR>
<TD><A=20
=
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l#ionosphere">ionosphere</A></TD>
<TD><A =
href=3D"http://www.ics.uci.edu/~mlearn/MLRepository.html">UCI</A></TD>
<TD>classification</TD>
<TD class=3Dnumber>2</TD>
<TD class=3Dnumber>351</TD>
<TD class=3Dnumber>
<TD class=3Dnumber>34</TD></TR>
<TR>
<TD><A=20
=
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l#leukemia">leukemia</A></TD>
<TD>[<A=20
=
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/ref.html#T=
G99a">TG99a</A>]=20
</TD>
<TD>classification</TD>
<TD class=3Dnumber>2</TD>
<TD class=3Dnumber>38</TD>
<TD class=3Dnumber>34</TD>
<TD class=3Dnumber>7129</TD></TR>
<TR>
<TD><A=20
=
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l#liver-disorders">liver-disorders</A></TD>
<TD><A =
href=3D"http://www.ics.uci.edu/~mlearn/MLRepository.html">UCI</A></TD>
<TD>classification</TD>
<TD class=3Dnumber>2</TD>
<TD class=3Dnumber>345</TD>
<TD class=3Dnumber>
<TD class=3Dnumber>6</TD></TR>
<TR>
<TD><A=20
=
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l#mushrooms">mushrooms</A></TD>
<TD><A =
href=3D"http://www.ics.uci.edu/~mlearn/MLRepository.html">UCI</A></TD>
<TD>classification</TD>
<TD class=3Dnumber>2</TD>
<TD class=3Dnumber>8124</TD>
<TD class=3Dnumber>
<TD class=3Dnumber>112</TD></TR>
<TR>
<TD><A=20
=
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l#news20.binary">news20.binary</A></TD>
<TD>[<A=20
=
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/ref.html#S=
SK05a">SSK05a</A>]=20
</TD>
<TD>classification</TD>
<TD class=3Dnumber>2</TD>
<TD class=3Dnumber>19,996</TD>
<TD class=3Dnumber>
<TD class=3Dnumber>1,355,191</TD></TR>
<TR>
<TD><A=20
=
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
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