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📄 libsvm data classification, regression, and multi-label.mht

📁 A SVM classifier, with detail documents.
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123 
.html#svmguide2">svmguide2</A></TD>
    <TD>[<A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/ref.html#C=
WH03a">CWH03a</A>]=20
    </TD>
    <TD>classification</TD>
    <TD class=3Dnumber>3</TD>
    <TD class=3Dnumber>391</TD>
    <TD class=3Dnumber>
    <TD class=3Dnumber>20</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multiclass=
.html#usps">usps</A></TD>
    <TD>[<A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/ref.html#J=
JH94a">JJH94a</A>]=20
    </TD>
    <TD>classification</TD>
    <TD class=3Dnumber>10</TD>
    <TD class=3Dnumber>7,291</TD>
    <TD class=3Dnumber>2,007</TD>
    <TD class=3Dnumber>256</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multiclass=
.html#SensIT Vehicle (acoustic)">SensIT=20
      Vehicle (acoustic)</A></TD>
    <TD><A href=3D"http://www.ece.wisc.edu/~sensit/">Sensit</A> [<A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/ref.html#M=
D04a">MD04a</A>]=20
    </TD>
    <TD>classification</TD>
    <TD class=3Dnumber>3</TD>
    <TD class=3Dnumber>78,823</TD>
    <TD class=3Dnumber>19,705</TD>
    <TD class=3Dnumber>50</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multiclass=
.html#SensIT Vehicle (seismic)">SensIT=20
      Vehicle (seismic)</A></TD>
    <TD><A href=3D"http://www.ece.wisc.edu/~sensit/">Sensit</A> [<A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/ref.html#M=
D04a">MD04a</A>]=20
    </TD>
    <TD>classification</TD>
    <TD class=3Dnumber>3</TD>
    <TD class=3Dnumber>78,823</TD>
    <TD class=3Dnumber>19,705</TD>
    <TD class=3Dnumber>50</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multiclass=
.html#SensIT Vehicle (combined)">SensIT=20
      Vehicle (combined)</A></TD>
    <TD><A href=3D"http://www.ece.wisc.edu/~sensit/">Sensit</A> [<A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/ref.html#M=
D04a">MD04a</A>]=20
    </TD>
    <TD>classification</TD>
    <TD class=3Dnumber>3</TD>
    <TD class=3Dnumber>78,823</TD>
    <TD class=3Dnumber>19,705</TD>
    <TD class=3Dnumber>100</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multiclass=
.html#vehicle">vehicle</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>4</TD>
    <TD class=3Dnumber>846</TD>
    <TD class=3Dnumber>
    <TD class=3Dnumber>18</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multiclass=
.html#vowel">vowel</A></TD>
    <TD><A =
href=3D"http://www.ics.uci.edu/~mlearn/MLRepository.html">UCI</A></TD>
    <TD>classification</TD>
    <TD class=3Dnumber>11</TD>
    <TD class=3Dnumber>528</TD>
    <TD class=3Dnumber>462</TD>
    <TD class=3Dnumber>10</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multiclass=
.html#wine">wine</A></TD>
    <TD><A =
href=3D"http://www.ics.uci.edu/~mlearn/MLRepository.html">UCI</A></TD>
    <TD>classification</TD>
    <TD class=3Dnumber>3</TD>
    <TD class=3Dnumber>178</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/regression=
.html#abalone">abalone</A></TD>
    <TD><A =
href=3D"http://www.ics.uci.edu/~mlearn/MLRepository.html">UCI</A></TD>
    <TD>regression</TD>
    <TD class=3Dnumber>
    <TD class=3Dnumber>4,177</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/regression=
.html#bodyfat">bodyfat</A></TD>
    <TD><A href=3D"http://lib.stat.cmu.edu/datasets/">StatLib</A></TD>
    <TD>regression</TD>
    <TD class=3Dnumber>
    <TD class=3Dnumber>252</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/regression=
.html#cadata">cadata</A></TD>
    <TD><A href=3D"http://lib.stat.cmu.edu/datasets/">StatLib</A></TD>
    <TD>regression</TD>
    <TD class=3Dnumber>
    <TD class=3Dnumber>20,640</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/regression=
.html#cpusmall">cpusmall</A></TD>
    <TD><A=20
    =
href=3D"http://www.cs.toronto.edu/~delve/data/datasets.html">Delve</A></T=
D>
    <TD>regression</TD>
    <TD class=3Dnumber>
    <TD class=3Dnumber>8,192</TD>
    <TD class=3Dnumber>
    <TD class=3Dnumber>12</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/regression=
.html#housing">housing</A></TD>
    <TD><A =
href=3D"http://www.ics.uci.edu/~mlearn/MLRepository.html">UCI</A></TD>
    <TD>regression</TD>
    <TD class=3Dnumber>
    <TD class=3Dnumber>506</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/regression=
.html#mg">mg</A></TD>
    <TD>[<A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/ref.html#G=
WF01a">GWF01a</A>]=20
    </TD>
    <TD>regression</TD>
    <TD class=3Dnumber>
    <TD class=3Dnumber>1,385</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/regression=
.html#mpg">mpg</A></TD>
    <TD><A =
href=3D"http://www.ics.uci.edu/~mlearn/MLRepository.html">UCI</A></TD>
    <TD>regression</TD>
    <TD class=3Dnumber>
    <TD class=3Dnumber>392</TD>
    <TD class=3Dnumber>
    <TD class=3Dnumber>7</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/regression=
.html#pyrim">pyrim</A></TD>
    <TD><A =
href=3D"http://www.ics.uci.edu/~mlearn/MLRepository.html">UCI</A></TD>
    <TD>regression</TD>
    <TD class=3Dnumber>
    <TD class=3Dnumber>74</TD>
    <TD class=3Dnumber>
    <TD class=3Dnumber>27</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/regression=
.html#space_ga">space_ga</A></TD>
    <TD><A href=3D"http://lib.stat.cmu.edu/datasets/">StatLib</A></TD>
    <TD>regression</TD>
    <TD class=3Dnumber>
    <TD class=3Dnumber>3,107</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/regression=
.html#triazines">triazines</A></TD>
    <TD><A =
href=3D"http://www.ics.uci.edu/~mlearn/MLRepository.html">UCI</A></TD>
    <TD>regression</TD>
    <TD class=3Dnumber>
    <TD class=3Dnumber>186</TD>
    <TD class=3Dnumber>
    <TD class=3Dnumber>60</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multilabel=
.html#mediamill (exp1)">mediamill=20
      (exp1)</A></TD>
    <TD><A =
href=3D"http://www.mediamill.nl/challenge/">Mediamill</A></TD>
    <TD>multi-label</TD>
    <TD class=3Dnumber>101</TD>
    <TD class=3Dnumber>30,993</TD>
    <TD class=3Dnumber>12,914</TD>
    <TD class=3Dnumber>120</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multilabel=
.html#rcv1v2 (topics; subsets)">rcv1v2=20
      (topics; subsets)</A></TD>
    <TD>[<A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/ref.html#D=
L04b">DL04b</A>]=20
    </TD>
    <TD>multi-label</TD>
    <TD class=3Dnumber>101</TD>
    <TD class=3Dnumber>3,000</TD>
    <TD class=3Dnumber>3,000</TD>
    <TD class=3Dnumber>47,236</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multilabel=
.html#rcv1v2 (topics; full sets)">rcv1v2=20
      (topics; full sets)</A></TD>
    <TD>[<A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/ref.html#D=
L04b">DL04b</A>]=20
    </TD>
    <TD>multi-label</TD>
    <TD class=3Dnumber>101</TD>
    <TD class=3Dnumber>23,149</TD>
    <TD class=3Dnumber>781,265</TD>
    <TD class=3Dnumber>47,236</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multilabel=
.html#rcv1v2 (industries; full sets)">rcv1v2=20
      (industries; full sets)</A></TD>
    <TD>[<A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/ref.html#D=
L04b">DL04b</A>]=20
    </TD>
    <TD>multi-label</TD>
    <TD class=3Dnumber>313</TD>
    <TD class=3Dnumber>23,149</TD>
    <TD class=3Dnumber>781,265</TD>
    <TD class=3Dnumber>47,236</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multilabel=
.html#rcv1v2 (regions; full sets)">rcv1v2=20
      (regions; full sets)</A></TD>
    <TD>[<A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/ref.html#D=
L04b">DL04b</A>]=20
    </TD>
    <TD>multi-label</TD>
    <TD class=3Dnumber>228</TD>
    <TD class=3Dnumber>23,149</TD>
    <TD class=3Dnumber>781,265</TD>
    <TD class=3Dnumber>47,236</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multilabel=
.html#scene-classification">scene-classification</A></TD>
    <TD>[<A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/ref.html#M=
B04a">MB04a</A>]=20
    </TD>
    <TD>multi-label</TD>
    <TD class=3Dnumber>6</TD>
    <TD class=3Dnumber>1,211</TD>
    <TD class=3Dnumber>1,196</TD>
    <TD class=3Dnumber>294</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multilabel=
.html#siam-competition2007">siam-competition2007</A></TD>
    <TD><A href=3D"http://www.cs.utk.edu/tmw07/">SIAM Text Mining =
Competition=20
      2007</A></TD>
    <TD>multi-label</TD>
    <TD class=3Dnumber>22</TD>
    <TD class=3Dnumber>21,519</TD>
    <TD class=3Dnumber>7,077</TD>
    <TD class=3Dnumber>30,438</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multilabel=
.html#yeast">yeast</A></TD>
    <TD>[<A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/ref.html#A=
E02a">AE02a</A>]=20
    </TD>
    <TD>multi-label</TD>
    <TD class=3Dnumber>14</TD>
    <TD class=3Dnumber>1,500</TD>
    <TD class=3Dnumber>917</TD>
    <TD class=3Dnumber>103</TD></TR></TBODY></TABLE>
<HR>

<P><FONT size=3D+1>We have tried the best to obtain the permission from =
most=20
original sources for distributing these sets. Please follow their =
respective=20
copyrights for using them.</FONT></P>
<P><FONT size=3D+1>Author: <A href=3D"http://www.rafan.org/">Rong-En =
Fan</A> at=20
National Taiwan University. Please contact <A=20
href=3D"http://www.csie.ntu.edu.tw/~cjlin/index.html">Chih-Jen Lin</A> =
for any=20
question.</FONT></P></BODY></HTML>

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