svm_lipcolor.xml

<?xml version="1.0"?>
<opencv_storage>
<my_svm type_id="opencv-ml-svm">
  <svm_type>C_SVC</svm_type>
  <kernel><type>LINEAR</type></kernel>
  <C>1.</C>
  <term_criteria><epsilon>1.1920928955078125e-007</epsilon>
    <iterations>2147483647</iterations></term_criteria>
  <var_all>3</var_all>
  <var_count>3</var_count>
  <class_count>5</class_count>
  <class_labels type_id="opencv-matrix">
    <rows>1</rows>
    <cols>5</cols>
    <dt>i</dt>
    <data>
      0 1 2 3 4</data></class_labels>
  <sv_total>16</sv_total>
  <support_vectors>
    <_>
      1.53229996e+002 1.50815002e+002 1.40182007e+002</_>
    <_>
      1.31509003e+002 1.54996994e+002 1.42507004e+002</_>
    <_>
      1.48395004e+002 1.59559998e+002 1.46647003e+002</_>
    <_>
      1.40425995e+002 1.65434006e+002 1.46820007e+002</_>
    <_>
      1.31654007e+002 1.61386993e+002 1.45985001e+002</_>
    <_>
      1.25630997e+002 1.62854004e+002 1.45136993e+002</_>
    <_>
      1.38651001e+002 1.66451996e+002 1.47718002e+002</_>
    <_>
      1.24168999e+002 1.69509995e+002 1.49807007e+002</_>
    <_>
      1.37656998e+002 1.66664993e+002 1.45078995e+002</_>
    <_>
      1.38904007e+002 1.63755997e+002 1.47528000e+002</_>
    <_>
      1.23574997e+002 1.63128006e+002 1.41850998e+002</_>
    <_>
      1.11801003e+002 1.57994995e+002 1.44694000e+002</_>
    <_>
      1.14511002e+002 1.58552994e+002 1.42845993e+002</_>
    <_>
      1.24487000e+002 1.64106003e+002 1.48179993e+002</_>
    <_>
      1.23371002e+002 1.57009003e+002 1.42335007e+002</_>
    <_>
      1.11019997e+002 1.57738007e+002 1.42059998e+002</_></support_vectors>
  <decision_functions>
    <_>
      <sv_count>3</sv_count>
      <rho>-4.9556950232327900e+001</rho>
      <alpha>
        1.4845682688142145e-002 6.8781251227272239e-003
        -2.1723807810869373e-002</alpha>
      <index>
        0 1 2</index></_>
    <_>
      <sv_count>2</sv_count>
      <rho>-5.7852231502342278e+001</rho>
      <alpha>
        3.7772039742050345e-002 -3.7772039742050345e-002</alpha>
      <index>
        1 4</index></_>
    <_>
      <sv_count>2</sv_count>
      <rho>2.1270918990998382e+001</rho>
      <alpha>
        2.8447605289475798e-002 -2.8447605289475798e-002</alpha>
      <index>
        1 14</index></_>
    <_>
      <sv_count>2</sv_count>
      <rho>9.9159105651783435e+000</rho>
      <alpha>
        4.6782343319612457e-003 -4.6782343319612457e-003</alpha>
      <index>
        1 15</index></_>
    <_>
      <sv_count>4</sv_count>
      <rho>1.0652598903164207e+002</rho>
      <alpha>
        5.8529238631586378e-001 -2.7671408628357985e-001
        -3.9358053018256609e-002 -2.6922024701402736e-001</alpha>
      <index>
        3 6 8 9</index></_>
    <_>
      <sv_count>2</sv_count>
      <rho>1.6528819622743150e+001</rho>
      <alpha>
        7.7620448133629699e-003 -7.7620448133629699e-003</alpha>
      <index>
        3 13</index></_>
    <_>
      <sv_count>2</sv_count>
      <rho>1.1891242897000961e+001</rho>
      <alpha>
        2.1128300781076610e-003 -2.1128300781076610e-003</alpha>
      <index>
        3 15</index></_>
    <_>
      <sv_count>4</sv_count>
      <rho>2.2084254387422081e+002</rho>
      <alpha>
        1. 2.6466238988128560e-001 -3.6783183333700359e-001
        -8.9683055654428168e-001</alpha>
      <index>
        5 7 10 13</index></_>
    <_>
      <sv_count>2</sv_count>
      <rho>2.4009893846402782e+001</rho>
      <alpha>
        8.0279724657350074e-003 -8.0279724657350074e-003</alpha>
      <index>
        5 15</index></_>
    <_>
      <sv_count>3</sv_count>
      <rho>1.5276858177928565e+002</rho>
      <alpha>
        2.1845049857612683e-001 6.7269855227843109e-002
        -2.8572035380396998e-001</alpha>
      <index>
        11 12 15</index></_></decision_functions></my_svm>
</opencv_storage>