Package fr.lip6.jkernelmachines.kernel.extra

Examples of fr.lip6.jkernelmachines.kernel.extra.CustomTrainTestMatrixKernel.valueOf()

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      System.out.println("peg : ||w|| : "+k.valueOf(w, w));

      //7.2 w from transductive pegasos
      System.out.println("tpeg : w : "+Arrays.toString(tpeg.getW()));
      System.out.println("tpeg : bias : "+tpeg.getB());
      System.out.println("tpeg : ||w|| : "+k.valueOf(tpeg.getW(), tpeg.getW()));

      //8. comparing smo and peg
      System.out.println("< peg, tpeg > : "+(k.valueOf(w, tpeg.getW())/Math.sqrt(k.valueOf(w, w)*k.valueOf(tpeg.getW(), tpeg.getW()))));
    }
   
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      System.out.println("tpeg : w : "+Arrays.toString(tpeg.getW()));
      System.out.println("tpeg : bias : "+tpeg.getB());
      System.out.println("tpeg : ||w|| : "+k.valueOf(tpeg.getW(), tpeg.getW()));

      //8. comparing smo and peg
      System.out.println("< peg, tpeg > : "+(k.valueOf(w, tpeg.getW())/Math.sqrt(k.valueOf(w, w)*k.valueOf(tpeg.getW(), tpeg.getW()))));
    }
   
    //final stats
    System.out.println();
    pegstd = Math.sqrt(pegstd/maxcv - (pegerr/maxcv)*(pegerr/maxcv));
 
View Full Code Here
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      System.out.println("tpeg : w : "+Arrays.toString(tpeg.getW()));
      System.out.println("tpeg : bias : "+tpeg.getB());
      System.out.println("tpeg : ||w|| : "+k.valueOf(tpeg.getW(), tpeg.getW()));

      //8. comparing smo and peg
      System.out.println("< peg, tpeg > : "+(k.valueOf(w, tpeg.getW())/Math.sqrt(k.valueOf(w, w)*k.valueOf(tpeg.getW(), tpeg.getW()))));
    }
   
    //final stats
    System.out.println();
    pegstd = Math.sqrt(pegstd/maxcv - (pegerr/maxcv)*(pegerr/maxcv));
 
View Full Code Here
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      System.out.println("tpeg : w : "+Arrays.toString(tpeg.getW()));
      System.out.println("tpeg : bias : "+tpeg.getB());
      System.out.println("tpeg : ||w|| : "+k.valueOf(tpeg.getW(), tpeg.getW()));

      //8. comparing smo and peg
      System.out.println("< peg, tpeg > : "+(k.valueOf(w, tpeg.getW())/Math.sqrt(k.valueOf(w, w)*k.valueOf(tpeg.getW(), tpeg.getW()))));
    }
   
    //final stats
    System.out.println();
    pegstd = Math.sqrt(pegstd/maxcv - (pegerr/maxcv)*(pegerr/maxcv));
 
View Full Code Here
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