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

📁 A SVM classifier, with detail documents.
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123 
l#rcv1.binary">rcv1.binary</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>classification</TD>
    <TD class=3Dnumber>2</TD>
    <TD class=3Dnumber>20,242</TD>
    <TD class=3Dnumber>677,399</TD>
    <TD class=3Dnumber>47,236</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l#real-sim">real-sim</A></TD>
    <TD><A href=3D"http://www.cs.umass.edu/~mccallum/code-data.html">A.=20
      McCallum</A></TD>
    <TD>classification</TD>
    <TD class=3Dnumber>2</TD>
    <TD class=3Dnumber>72,309</TD>
    <TD class=3Dnumber>
    <TD class=3Dnumber>20,958</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l#splice">splice</A></TD>
    <TD><A=20
    =
href=3D"http://www.cs.toronto.edu/~delve/data/datasets.html">Delve</A></T=
D>
    <TD>classification</TD>
    <TD class=3Dnumber>2</TD>
    <TD class=3Dnumber>1,000</TD>
    <TD class=3Dnumber>2,175</TD>
    <TD class=3Dnumber>60</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l#sonar">sonar</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>208</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/binary.htm=
l#svmguide1">svmguide1</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>2</TD>
    <TD class=3Dnumber>3,089</TD>
    <TD class=3Dnumber>4,000</TD>
    <TD class=3Dnumber>4</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l#svmguide3">svmguide3</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>2</TD>
    <TD class=3Dnumber>1,243</TD>
    <TD class=3Dnumber>41</TD>
    <TD class=3Dnumber>21</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l#w1a">w1a</A></TD>
    <TD>[<A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/ref.html#J=
P98a">JP98a</A>]=20
    </TD>
    <TD>classification</TD>
    <TD class=3Dnumber>2</TD>
    <TD class=3Dnumber>2,477</TD>
    <TD class=3Dnumber>47,272</TD>
    <TD class=3Dnumber>300</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l#w2a">w2a</A></TD>
    <TD>[<A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/ref.html#J=
P98a">JP98a</A>]=20
    </TD>
    <TD>classification</TD>
    <TD class=3Dnumber>2</TD>
    <TD class=3Dnumber>3,470</TD>
    <TD class=3Dnumber>46,279</TD>
    <TD class=3Dnumber>300</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l#w3a">w3a</A></TD>
    <TD>[<A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/ref.html#J=
P98a">JP98a</A>]=20
    </TD>
    <TD>classification</TD>
    <TD class=3Dnumber>2</TD>
    <TD class=3Dnumber>4,912</TD>
    <TD class=3Dnumber>44,837</TD>
    <TD class=3Dnumber>300</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l#w4a">w4a</A></TD>
    <TD>[<A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/ref.html#J=
P98a">JP98a</A>]=20
    </TD>
    <TD>classification</TD>
    <TD class=3Dnumber>2</TD>
    <TD class=3Dnumber>7,366</TD>
    <TD class=3Dnumber>42,383</TD>
    <TD class=3Dnumber>300</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l#w5a">w5a</A></TD>
    <TD>[<A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/ref.html#J=
P98a">JP98a</A>]=20
    </TD>
    <TD>classification</TD>
    <TD class=3Dnumber>2</TD>
    <TD class=3Dnumber>9,888</TD>
    <TD class=3Dnumber>39,861</TD>
    <TD class=3Dnumber>300</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l#w6a">w6a</A></TD>
    <TD>[<A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/ref.html#J=
P98a">JP98a</A>]=20
    </TD>
    <TD>classification</TD>
    <TD class=3Dnumber>2</TD>
    <TD class=3Dnumber>17,188</TD>
    <TD class=3Dnumber>32,561</TD>
    <TD class=3Dnumber>300</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l#w7a">w7a</A></TD>
    <TD>[<A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/ref.html#J=
P98a">JP98a</A>]=20
    </TD>
    <TD>classification</TD>
    <TD class=3Dnumber>2</TD>
    <TD class=3Dnumber>24,692</TD>
    <TD class=3Dnumber>25,057</TD>
    <TD class=3Dnumber>300</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.htm=
l#w8a">w8a</A></TD>
    <TD>[<A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/ref.html#J=
P98a">JP98a</A>]=20
    </TD>
    <TD>classification</TD>
    <TD class=3Dnumber>2</TD>
    <TD class=3Dnumber>49,749</TD>
    <TD class=3Dnumber>14,951</TD>
    <TD class=3Dnumber>300</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multiclass=
.html#connect-4">connect-4</A></TD>
    <TD><A=20
      =
href=3D"http://archive.ics.uci.edu/ml/machine-learning-databases/connect-=
4/">UCI</A></TD>
    <TD>classification</TD>
    <TD class=3Dnumber>3</TD>
    <TD class=3Dnumber>67,557</TD>
    <TD class=3Dnumber>
    <TD class=3Dnumber>126</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multiclass=
.html#covtype">covtype</A></TD>
    <TD><A =
href=3D"http://www.ics.uci.edu/~mlearn/MLRepository.html">UCI</A></TD>
    <TD>classification</TD>
    <TD class=3Dnumber>7</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/multiclass=
.html#dna">dna</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>3</TD>
    <TD class=3Dnumber>2,000</TD>
    <TD class=3Dnumber>1,186</TD>
    <TD class=3Dnumber>180</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multiclass=
.html#glass">glass</A></TD>
    <TD><A =
href=3D"http://www.ics.uci.edu/~mlearn/MLRepository.html">UCI</A></TD>
    <TD>classification</TD>
    <TD class=3Dnumber>6</TD>
    <TD class=3Dnumber>214</TD>
    <TD class=3Dnumber>
    <TD class=3Dnumber>9</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multiclass=
.html#iris">iris</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>150</TD>
    <TD class=3Dnumber>
    <TD class=3Dnumber>4</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multiclass=
.html#letter">letter</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>26</TD>
    <TD class=3Dnumber>15,000</TD>
    <TD class=3Dnumber>5,000</TD>
    <TD class=3Dnumber>16</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multiclass=
.html#mnist">mnist</A></TD>
    <TD>[<A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/ref.html#Y=
L98a">YL98a</A>]=20
    </TD>
    <TD>classification</TD>
    <TD class=3Dnumber>10</TD>
    <TD class=3Dnumber>60,000</TD>
    <TD class=3Dnumber>10,000</TD>
    <TD class=3Dnumber>780</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multiclass=
.html#mnist1">mnist1</A></TD>
    <TD>[<A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/ref.html#Y=
L98a">YL98a</A>]=20
    </TD>
    <TD>classification</TD>
    <TD class=3Dnumber>10</TD>
    <TD class=3Dnumber>21,000</TD>
    <TD class=3Dnumber>49,000</TD>
    <TD class=3Dnumber>780</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multiclass=
.html#news20">news20</A></TD>
    <TD>[<A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/ref.html#K=
L95a">KL95a</A>]=20
    </TD>
    <TD>classification</TD>
    <TD class=3Dnumber>20</TD>
    <TD class=3Dnumber>15,935</TD>
    <TD class=3Dnumber>3,993</TD>
    <TD class=3Dnumber>62,061</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multiclass=
.html#protein">protein</A></TD>
    <TD>[<A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/ref.html#J=
YW02a">JYW02a</A>]=20
    </TD>
    <TD>classification</TD>
    <TD class=3Dnumber>3</TD>
    <TD class=3Dnumber>17,766</TD>
    <TD class=3Dnumber>6,621</TD>
    <TD class=3Dnumber>357</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multiclass=
.html#satimage">satimage</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>6</TD>
    <TD class=3Dnumber>4,435</TD>
    <TD class=3Dnumber>2,000</TD>
    <TD class=3Dnumber>36</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multiclass=
.html#sector">sector</A></TD>
    <TD>[<A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/ref.html#A=
M98a">AM98a</A>]=20
    </TD>
    <TD>classification</TD>
    <TD class=3Dnumber>105</TD>
    <TD class=3Dnumber>6,412</TD>
    <TD class=3Dnumber>3,207</TD>
    <TD class=3Dnumber>55,197</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multiclass=
.html#segment">segment</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>7</TD>
    <TD class=3Dnumber>2,310</TD>
    <TD class=3Dnumber>
    <TD class=3Dnumber>19</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multiclass=
.html#shuttle">shuttle</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>7</TD>
    <TD class=3Dnumber>43,500</TD>
    <TD class=3Dnumber>14,500</TD>
    <TD class=3Dnumber>9</TD></TR>
  <TR>
    <TD><A=20
      =
href=3D"http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multiclass=
123

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