                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
Class V1
                                                                                
 V2             Node  1 Tree 1 Signif T ESS   52.63%
                                                                                
 V3             Node  1 Tree 1 Signif T ESS   23.39%
                                                                                
 V4             Node  1 Tree 1 Signif T ESS   35.44%
                                                                                
 V5             Node  1 Tree 1 Signif F ESS   13.79%
                                                                                
 V6             Node  1 Tree 1 Signif T ESS   41.30%
 Selected V2                            
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V2<=4.5000000000;
Class V1
                                                                                
 V2             Node  2 Tree 1 Signif T ESS   36.05%
                                                                                
 V3             Node  2 Tree 1 Signif F ESS   27.07%
                                                                                
 V4             Node  2 Tree 1 Signif T ESS   35.67%
                                                                                
 V5             Node  2 Tree 1 Signif F ESS   26.50%
                                                                                
 V6             Node  2 Tree 1 Signif T ESS   38.39%
 Selected V6                            
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V2<=4.5000000000;
 INCLUDE V6<=7.5000000000;
Class V1
                                                                                
 V2             Node  4 Tree 1 Signif F ESS   28.42%
                                                                                
 V3             Node  4 Tree 1 Signif T ESS   53.68%
                                                                                
 V4             Node  4 Tree 1 Signif F ESS   28.95%
                                                                                
 V5             Node  4 Tree 1 Signif F ESS   26.32%
                                                                                
 V6             Node  4 Tree 1 Signif F ESS   28.42%
 Selected V3                            
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V2<=4.5000000000;
 INCLUDE V6<=7.5000000000;
 INCLUDE V3<=4.5000000000;
Class V1
                                                                                
 V2             Node  8 Tree 1 Signif F ESS   21.43%
                                                                                
 V3             Node  8 Tree 1 Signif F ESS   71.43%
                                                                                
 V4             Node  8 Tree 1 Signif F ESS   21.43%
                                                                                
 V5             Node  8 Tree 1 Signif F ESS   42.86%
                                                                                
 V6             Node  8 Tree 1 Signif F ESS   64.29%
 Selected None          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V2<=4.5000000000;
 INCLUDE V6<=7.5000000000;
 INCLUDE V3>4.5000000000;
Class V1
                                                                                
 V2             Node  9 Tree 1 Signif F ESS   47.50%
                                                                                
 V3             Node  9 Tree 1 Signif F ESS   22.50%
                                                                                
 V4             Node  9 Tree 1 Signif F ESS   42.50%
                                                                                
 V5             Node  9 Tree 1 Signif F ESS   20.00%
                                                                                
 V6             Node  9 Tree 1 Signif F ESS   30.00%
 Selected None          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V2<=4.5000000000;
 INCLUDE V6>7.5000000000;
Class V1
                                                                                
 V2             Node  5 Tree 1 Signif T ESS   44.59%
                                                                                
 V3             Node  5 Tree 1 Signif F ESS   20.27%
                                                                                
 V4             Node  5 Tree 1 Signif T ESS   54.63%
                                                                                
 V5             Node  5 Tree 1 Signif T ESS   60.04%
                                                                                
 V6             Node  5 Tree 1 Signif F ESS   12.93%
 Selected V5                            
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V2<=4.5000000000;
 INCLUDE V6>7.5000000000;
 INCLUDE V5<=5.5000000000;
Class V1
                                                                                
 V2             Node 10 Tree 1 Signif F ESS   52.63%
                                                                                
 V3             Node 10 Tree 1 Signif F ESS   26.32%
                                                                                
 V4             Node 10 Tree 1 Signif T ESS   94.74%
                                                                                
 V5             Node 10 Tree 1 Signif F ESS   11.40%
                                                                                
 V6             Node 10 Tree 1 Signif F ESS   24.56%
 Selected V4                            
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V2<=4.5000000000;
 INCLUDE V6>7.5000000000;
 INCLUDE V5<=5.5000000000;
 INCLUDE V4<=0.5000000000;
Class V1
                                                                                
 V2             Node 20 Tree 1 Signif F ESS        %
                                                                                
 V3             Node 20 Tree 1 Signif F ESS        %
                                                                                
 V4             Node 20 Tree 1 Signif F ESS        %
                                                                                
 V5             Node 20 Tree 1 Signif F ESS        %
                                                                                
 V6             Node 20 Tree 1 Signif F ESS        %
 Selected None          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V2<=4.5000000000;
 INCLUDE V6>7.5000000000;
 INCLUDE V5<=5.5000000000;
 INCLUDE V4>0.5000000000;
Class V1
                                                                                
 V2             Node 21 Tree 1 Signif F ESS   16.67%
                                                                                
 V3             Node 21 Tree 1 Signif F ESS   66.67%
                                                                                
 V4             Node 21 Tree 1 Signif F ESS        %
                                                                                
 V5             Node 21 Tree 1 Signif F ESS   50.00%
                                                                                
 V6             Node 21 Tree 1 Signif F ESS   33.33%
 Selected None          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V2<=4.5000000000;
 INCLUDE V6>7.5000000000;
 INCLUDE V5>5.5000000000;
Class V1
                                                                                
 V2             Node 11 Tree 1 Signif F ESS   41.82%
                                                                                
 V3             Node 11 Tree 1 Signif F ESS   63.64%
                                                                                
 V4             Node 11 Tree 1 Signif F ESS   40.00%
                                                                                
 V5             Node 11 Tree 1 Signif F ESS   67.27%
                                                                                
 V6             Node 11 Tree 1 Signif F ESS   56.36%
 Selected None          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V2>4.5000000000;
Class V1
                                                                                
 V2             Node  3 Tree 1 Signif T ESS   38.44%
                                                                                
 V3             Node  3 Tree 1 Signif F ESS   18.97%
                                                                                
 V4             Node  3 Tree 1 Signif T ESS   35.37%
                                                                                
 V5             Node  3 Tree 1 Signif F ESS   19.96%
                                                                                
 V6             Node  3 Tree 1 Signif T ESS   36.74%
 Selected V2                            
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V2>4.5000000000;
 INCLUDE V2<=6.5000000000;
Class V1
                                                                                
 V2             Node  6 Tree 1 Signif F ESS    2.72%
                                                                                
 V3             Node  6 Tree 1 Signif F ESS   26.27%
                                                                                
 V4             Node  6 Tree 1 Signif F ESS   27.36%
                                                                                
 V5             Node  6 Tree 1 Signif F ESS   28.44%
                                                                                
 V6             Node  6 Tree 1 Signif T ESS   34.96%
 Selected V6                            
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V2>4.5000000000;
 INCLUDE V2<=6.5000000000;
 INCLUDE V6<=5.5000000000;
Class V1
                                                                                
 V2             Node 12 Tree 1 Signif F ESS   55.56%
                                                                                
 V3             Node 12 Tree 1 Signif F ESS   66.67%
                                                                                
 V4             Node 12 Tree 1 Signif F ESS   22.22%
                                                                                
 V5             Node 12 Tree 1 Signif F ESS   55.56%
                                                                                
 V6             Node 12 Tree 1 Signif F ESS   55.56%
 Selected None          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V2>4.5000000000;
 INCLUDE V2<=6.5000000000;
 INCLUDE V6>5.5000000000;
Class V1
                                                                                
 V2             Node 13 Tree 1 Signif F ESS    6.21%
                                                                                
 V3             Node 13 Tree 1 Signif F ESS   31.37%
                                                                                
 V4             Node 13 Tree 1 Signif T ESS   48.14%
                                                                                
 V5             Node 13 Tree 1 Signif F ESS   33.54%
                                                                                
 V6             Node 13 Tree 1 Signif F ESS   16.15%
 Selected V4                            
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V2>4.5000000000;
 INCLUDE V2<=6.5000000000;
 INCLUDE V6>5.5000000000;
 INCLUDE V4<=0.5000000000;
Class V1
                                                                                
 V2             Node 26 Tree 1 Signif F ESS    2.08%
                                                                                
 V3             Node 26 Tree 1 Signif F ESS   35.42%
                                                                                
 V4             Node 26 Tree 1 Signif F ESS        %
                                                                                
 V5             Node 26 Tree 1 Signif F ESS   37.50%
                                                                                
 V6             Node 26 Tree 1 Signif F ESS   41.67%
 Selected None          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V2>4.5000000000;
 INCLUDE V2<=6.5000000000;
 INCLUDE V6>5.5000000000;
 INCLUDE V4>0.5000000000;
Class V1
                                                                                
 V2             Node 27 Tree 1 Signif F ESS   15.58%
                                                                                
 V3             Node 27 Tree 1 Signif F ESS   54.55%
                                                                                
 V4             Node 27 Tree 1 Signif F ESS        %
                                                                                
 V5             Node 27 Tree 1 Signif F ESS   63.64%
                                                                                
 V6             Node 27 Tree 1 Signif F ESS   24.68%
 Selected None          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V2>4.5000000000;
 INCLUDE V2>6.5000000000;
Class V1
                                                                                
 V2             Node  7 Tree 1 Signif F ESS   30.56%
                                                                                
 V3             Node  7 Tree 1 Signif F ESS   23.81%
                                                                                
 V4             Node  7 Tree 1 Signif F ESS   40.87%
                                                                                
 V5             Node  7 Tree 1 Signif F ESS   26.98%
                                                                                
 V6             Node  7 Tree 1 Signif T ESS   49.21%
 Selected None          
 Pruning
        
Class V1
                                                                                
 V3             Node  1 Tree 2 Signif T ESS   23.39%
 Selected V3                            
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V3<=5.5000000000;
Class V1
                                                                                
 V2             Node  2 Tree 2 Signif T ESS   54.34%
                                                                                
 V3             Node  2 Tree 2 Signif F ESS    3.18%
                                                                                
 V4             Node  2 Tree 2 Signif T ESS   24.93%
                                                                                
 V5             Node  2 Tree 2 Signif F ESS   21.86%
                                                                                
 V6             Node  2 Tree 2 Signif T ESS   37.88%
 Selected V2                            
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V3<=5.5000000000;
 INCLUDE V2<=4.5000000000;
Class V1
                                                                                
 V2             Node  4 Tree 2 Signif T ESS   45.07%
                                                                                
 V3             Node  4 Tree 2 Signif F ESS   15.02%
                                                                                
 V4             Node  4 Tree 2 Signif F ESS   37.09%
                                                                                
 V5             Node  4 Tree 2 Signif T ESS   46.64%
                                                                                
 V6             Node  4 Tree 2 Signif F ESS   35.99%
 Selected V2                            
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V3<=5.5000000000;
 INCLUDE V2<=4.5000000000;
 INCLUDE V2<=2.5000000000;
Class V1
                                                                                
 V2             Node  8 Tree 2 Signif F ESS        %
                                                                                
 V3             Node  8 Tree 2 Signif F ESS        %
                                                                                
 V4             Node  8 Tree 2 Signif F ESS        %
                                                                                
 V5             Node  8 Tree 2 Signif F ESS        %
                                                                                
 V6             Node  8 Tree 2 Signif F ESS        %
 Selected None          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V3<=5.5000000000;
 INCLUDE V2<=4.5000000000;
 INCLUDE V2>2.5000000000;
Class V1
                                                                                
 V2             Node  9 Tree 2 Signif F ESS    4.27%
                                                                                
 V3             Node  9 Tree 2 Signif F ESS   15.38%
                                                                                
 V4             Node  9 Tree 2 Signif F ESS   28.21%
                                                                                
 V5             Node  9 Tree 2 Signif T ESS   45.30%
                                                                                
 V6             Node  9 Tree 2 Signif F ESS   34.19%
 Selected None          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V3<=5.5000000000;
 INCLUDE V2>4.5000000000;
Class V1
                                                                                
 V2             Node  5 Tree 2 Signif T ESS   43.62%
                                                                                
 V3             Node  5 Tree 2 Signif F ESS   19.31%
                                                                                
 V4             Node  5 Tree 2 Signif F ESS   10.17%
                                                                                
 V5             Node  5 Tree 2 Signif F ESS   18.97%
                                                                                
 V6             Node  5 Tree 2 Signif T ESS   36.72%
 Selected V2                            
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V3<=5.5000000000;
 INCLUDE V2>4.5000000000;
 INCLUDE V2<=6.5000000000;
Class V1
                                                                                
 V2             Node 10 Tree 2 Signif F ESS    1.96%
                                                                                
 V3             Node 10 Tree 2 Signif F ESS   30.39%
                                                                                
 V4             Node 10 Tree 2 Signif F ESS   17.16%
                                                                                
 V5             Node 10 Tree 2 Signif F ESS   36.27%
                                                                                
 V6             Node 10 Tree 2 Signif T ESS   46.57%
 Selected None          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V3<=5.5000000000;
 INCLUDE V2>4.5000000000;
 INCLUDE V2>6.5000000000;
Class V1
                                                                                
 V2             Node 11 Tree 2 Signif F ESS   29.41%
                                                                                
 V3             Node 11 Tree 2 Signif F ESS   54.90%
                                                                                
 V4             Node 11 Tree 2 Signif F ESS   13.73%
                                                                                
 V5             Node 11 Tree 2 Signif F ESS   35.29%
                                                                                
 V6             Node 11 Tree 2 Signif F ESS   43.14%
 Selected None          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V3>5.5000000000;
Class V1
                                                                                
 V2             Node  3 Tree 2 Signif T ESS   45.61%
                                                                                
 V3             Node  3 Tree 2 Signif F ESS   16.67%
                                                                                
 V4             Node  3 Tree 2 Signif T ESS   52.87%
                                                                                
 V5             Node  3 Tree 2 Signif F ESS   12.20%
                                                                                
 V6             Node  3 Tree 2 Signif T ESS   43.78%
 Selected V4                            
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V3>5.5000000000;
 INCLUDE V4<=0.5000000000;
Class V1
                                                                                
 V2             Node  6 Tree 2 Signif F ESS   31.99%
                                                                                
 V3             Node  6 Tree 2 Signif F ESS   19.53%
                                                                                
 V4             Node  6 Tree 2 Signif F ESS        %
                                                                                
 V5             Node  6 Tree 2 Signif F ESS   22.90%
                                                                                
 V6             Node  6 Tree 2 Signif T ESS   57.58%
 Selected None          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V3>5.5000000000;
 INCLUDE V4>0.5000000000;
Class V1
                                                                                
 V2             Node  7 Tree 2 Signif T ESS   81.48%
                                                                                
 V3             Node  7 Tree 2 Signif F ESS   37.04%
                                                                                
 V4             Node  7 Tree 2 Signif F ESS        %
                                                                                
 V5             Node  7 Tree 2 Signif T ESS   55.56%
                                                                                
 V6             Node  7 Tree 2 Signif T ESS   62.96%
 Selected V2                            
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V3>5.5000000000;
 INCLUDE V4>0.5000000000;
 INCLUDE V2<=4.5000000000;
Class V1
                                                                                
 V2             Node 14 Tree 2 Signif F ESS   46.67%
                                                                                
 V3             Node 14 Tree 2 Signif F ESS   46.67%
                                                                                
 V4             Node 14 Tree 2 Signif F ESS        %
                                                                                
 V5             Node 14 Tree 2 Signif F ESS   66.67%
                                                                                
 V6             Node 14 Tree 2 Signif F ESS   60.00%
 Selected None          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V3>5.5000000000;
 INCLUDE V4>0.5000000000;
 INCLUDE V2>4.5000000000;
Class V1
                                                                                
 V2             Node 15 Tree 2 Signif F ESS        %
                                                                                
 V3             Node 15 Tree 2 Signif F ESS        %
                                                                                
 V4             Node 15 Tree 2 Signif F ESS        %
                                                                                
 V5             Node 15 Tree 2 Signif F ESS        %
                                                                                
 V6             Node 15 Tree 2 Signif F ESS        %
 Selected None          
 Pruning
        
Class V1
                                                                                
 V4             Node  1 Tree 3 Signif T ESS   35.44% Best ESS   75.17%
 Selected V4                            
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V4<=0.5000000000;
Class V1
                                                                                
 V2             Node  2 Tree 3 Signif T ESS   52.78% Best ESS   75.17%
                                                                                
 V3             Node  2 Tree 3 Signif F ESS   10.06% Best ESS   75.17%
                                                                                
 V4             Node  2 Tree 3 Signif F ESS        % Best ESS   75.17%
                                                                                
 V5             Node  2 Tree 3 Signif F ESS   22.90% Best ESS   75.17%
                                                                                
 V6             Node  2 Tree 3 Signif T ESS   58.16% Best ESS   75.17%
 Selected V6                            
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V4<=0.5000000000;
 INCLUDE V6<=6.5000000000;
Class V1
                                                                                
 V2             Node  4 Tree 3 Signif T ESS   49.29% Best ESS   75.17%
                                                                                
 V3             Node  4 Tree 3 Signif F ESS   22.86% Best ESS   75.17%
                                                                                
 V4             Node  4 Tree 3 Signif F ESS        % Best ESS   75.17%
                                                                                
 V5             Node  4 Tree 3 Signif F ESS   18.57% Best ESS   75.17%
                                                                                
 V6             Node  4 Tree 3 Signif F ESS   39.29% Best ESS   75.17%
 Selected V2                            
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V4<=0.5000000000;
 INCLUDE V6<=6.5000000000;
 INCLUDE V2<=4.5000000000;
Class V1
                                                                                
 V2             Node  8 Tree 3 Signif F ESS   33.33% Best ESS   75.17%
                                                                                
 V3             Node  8 Tree 3 Signif F ESS   33.33% Best ESS   75.17%
                                                                                
 V4             Node  8 Tree 3 Signif F ESS        % Best ESS   75.17%
                                                                                
 V5             Node  8 Tree 3 Signif F ESS   44.44% Best ESS   75.17%
                                                                                
 V6             Node  8 Tree 3 Signif F ESS   22.22% Best ESS   75.17%
 Selected None          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V4<=0.5000000000;
 INCLUDE V6<=6.5000000000;
 INCLUDE V2>4.5000000000;
Class V1
                                                                                
 V2             Node  9 Tree 3 Signif F ESS   47.06% Best ESS   75.17%
                                                                                
 V3             Node  9 Tree 3 Signif F ESS   56.47% Best ESS   75.17%
                                                                                
 V4             Node  9 Tree 3 Signif F ESS        % Best ESS   75.17%
                                                                                
 V5             Node  9 Tree 3 Signif F ESS   27.06% Best ESS   75.17%
                                                                                
 V6             Node  9 Tree 3 Signif T ESS   56.47% Best ESS   75.17%
 Selected None          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V4<=0.5000000000;
 INCLUDE V6>6.5000000000;
Class V1
                                                                                
 V2             Node  5 Tree 3 Signif T ESS   46.33% Best ESS   75.17%
                                                                                
 V3             Node  5 Tree 3 Signif F ESS   22.78% Best ESS   75.17%
                                                                                
 V4             Node  5 Tree 3 Signif F ESS        % Best ESS   75.17%
                                                                                
 V5             Node  5 Tree 3 Signif F ESS   36.29% Best ESS   75.17%
                                                                                
 V6             Node  5 Tree 3 Signif F ESS   25.68% Best ESS   75.17%
 Selected None          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V4>0.5000000000;
Class V1
                                                                                
 V2             Node  3 Tree 3 Signif T ESS   52.55% Best ESS   75.17%
                                                                                
 V3             Node  3 Tree 3 Signif T ESS   38.44% Best ESS   75.17%
                                                                                
 V4             Node  3 Tree 3 Signif F ESS        % Best ESS   75.17%
                                                                                
 V5             Node  3 Tree 3 Signif T ESS   43.25% Best ESS   75.17%
                                                                                
 V6             Node  3 Tree 3 Signif T ESS   36.96% Best ESS   75.17%
 Selected V2                            
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V4>0.5000000000;
 INCLUDE V2<=4.5000000000;
Class V1
                                                                                
 V2             Node  6 Tree 3 Signif F ESS   35.69% Best ESS   75.17%
                                                                                
 V3             Node  6 Tree 3 Signif F ESS   30.30% Best ESS   75.17%
                                                                                
 V4             Node  6 Tree 3 Signif F ESS        % Best ESS   75.17%
                                                                                
 V5             Node  6 Tree 3 Signif T ESS   61.62% Best ESS   75.17%
                                                                                
 V6             Node  6 Tree 3 Signif F ESS   30.64% Best ESS   75.17%
 Selected None          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V4>0.5000000000;
 INCLUDE V2>4.5000000000;
Class V1
                                                                                
 V2             Node  7 Tree 3 Signif T ESS   43.57% Best ESS   75.17%
                                                                                
 V3             Node  7 Tree 3 Signif T ESS   57.89% Best ESS   75.17%
                                                                                
 V4             Node  7 Tree 3 Signif F ESS        % Best ESS   75.17%
                                                                                
 V5             Node  7 Tree 3 Signif F ESS   44.15% Best ESS   75.17%
                                                                                
 V6             Node  7 Tree 3 Signif F ESS   25.15% Best ESS   75.17%
 Selected V3                            
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V4>0.5000000000;
 INCLUDE V2>4.5000000000;
 INCLUDE V3<=5.5000000000;
Class V1
                                                                                
 V2             Node 14 Tree 3 Signif F ESS   34.03% Best ESS   75.17%
                                                                                
 V3             Node 14 Tree 3 Signif F ESS    8.33% Best ESS   75.17%
                                                                                
 V4             Node 14 Tree 3 Signif F ESS        % Best ESS   75.17%
                                                                                
 V5             Node 14 Tree 3 Signif F ESS   51.39% Best ESS   75.17%
                                                                                
 V6             Node 14 Tree 3 Signif F ESS   25.69% Best ESS   75.17%
 Selected None          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V4>0.5000000000;
 INCLUDE V2>4.5000000000;
 INCLUDE V3>5.5000000000;
Class V1
                                                                                
 V2             Node 15 Tree 3 Signif F ESS        % Best ESS   75.17%
                                                                                
 V3             Node 15 Tree 3 Signif F ESS        % Best ESS   75.17%
                                                                                
 V4             Node 15 Tree 3 Signif F ESS        % Best ESS   75.17%
                                                                                
 V5             Node 15 Tree 3 Signif F ESS        % Best ESS   75.17%
                                                                                
 V6             Node 15 Tree 3 Signif F ESS        % Best ESS   75.17%
 Selected None          
 Pruning
        
Class V1
                                                                                
 V6             Node  1 Tree 4 Signif T ESS   41.30% Best ESS   75.17%
 Selected V6                            
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V6<=7.5000000000;
Class V1
                                                                                
 V2             Node  2 Tree 4 Signif T ESS   48.65% Best ESS   75.17%
                                                                                
 V3             Node  2 Tree 4 Signif F ESS   24.82% Best ESS   75.17%
                                                                                
 V4             Node  2 Tree 4 Signif T ESS   31.86% Best ESS   75.17%
                                                                                
 V5             Node  2 Tree 4 Signif F ESS   14.77% Best ESS   75.17%
                                                                                
 V6             Node  2 Tree 4 Signif T ESS   33.82% Best ESS   75.17%
 Selected V2                            
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V6<=7.5000000000;
 INCLUDE V2<=6.5000000000;
Class V1
                                                                                
 V2             Node  4 Tree 4 Signif F ESS   25.94% Best ESS   75.17%
                                                                                
 V3             Node  4 Tree 4 Signif F ESS   25.51% Best ESS   75.17%
                                                                                
 V4             Node  4 Tree 4 Signif F ESS   15.80% Best ESS   75.17%
                                                                                
 V5             Node  4 Tree 4 Signif F ESS   20.29% Best ESS   75.17%
                                                                                
 V6             Node  4 Tree 4 Signif T ESS   41.88% Best ESS   75.17%
 Selected V6                            
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V6<=7.5000000000;
 INCLUDE V2<=6.5000000000;
 INCLUDE V6<=5.5000000000;
Class V1
                                                                                
 V2             Node  8 Tree 4 Signif T ESS   58.10% Best ESS   75.17%
                                                                                
 V3             Node  8 Tree 4 Signif F ESS   31.43% Best ESS   75.17%
                                                                                
 V4             Node  8 Tree 4 Signif F ESS   11.43% Best ESS   75.17%
                                                                                
 V5             Node  8 Tree 4 Signif F ESS   18.10% Best ESS   75.17%
                                                                                
 V6             Node  8 Tree 4 Signif F ESS   25.71% Best ESS   75.17%
 Selected V2                            
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V6<=7.5000000000;
 INCLUDE V2<=6.5000000000;
 INCLUDE V6<=5.5000000000;
 INCLUDE V2<=3.5000000000;
Class V1
                                                                                
 V2             Node 16 Tree 4 Signif F ESS   40.00% Best ESS   75.17%
                                                                                
 V3             Node 16 Tree 4 Signif F ESS   30.00% Best ESS   75.17%
                                                                                
 V4             Node 16 Tree 4 Signif F ESS   10.00% Best ESS   75.17%
                                                                                
 V5             Node 16 Tree 4 Signif F ESS   30.00% Best ESS   75.17%
                                                                                
 V6             Node 16 Tree 4 Signif F ESS  100.00% Best ESS   75.17%
 Selected None          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V6<=7.5000000000;
 INCLUDE V2<=6.5000000000;
 INCLUDE V6<=5.5000000000;
 INCLUDE V2>3.5000000000;
Class V1
                                                                                
 V2             Node 17 Tree 4 Signif F ESS   19.23% Best ESS   75.17%
                                                                                
 V3             Node 17 Tree 4 Signif F ESS   23.08% Best ESS   75.17%
                                                                                
 V4             Node 17 Tree 4 Signif F ESS   38.46% Best ESS   75.17%
                                                                                
 V5             Node 17 Tree 4 Signif F ESS   50.00% Best ESS   75.17%
                                                                                
 V6             Node 17 Tree 4 Signif F ESS   46.15% Best ESS   75.17%
 Selected None          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V6<=7.5000000000;
 INCLUDE V2<=6.5000000000;
 INCLUDE V6>5.5000000000;
Class V1
                                                                                
 V2             Node  9 Tree 4 Signif F ESS   13.04% Best ESS   75.17%
                                                                                
 V3             Node  9 Tree 4 Signif F ESS   44.57% Best ESS   75.17%
                                                                                
 V4             Node  9 Tree 4 Signif F ESS   15.76% Best ESS   75.17%
                                                                                
 V5             Node  9 Tree 4 Signif F ESS   26.63% Best ESS   75.17%
                                                                                
 V6             Node  9 Tree 4 Signif F ESS   14.67% Best ESS   75.17%
 Selected None          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V6<=7.5000000000;
 INCLUDE V2>6.5000000000;
Class V1
                                                                                
 V2             Node  5 Tree 4 Signif F ESS   60.71% Best ESS   75.17%
                                                                                
 V3             Node  5 Tree 4 Signif F ESS   42.86% Best ESS   75.17%
                                                                                
 V4             Node  5 Tree 4 Signif F ESS   21.43% Best ESS   75.17%
                                                                                
 V5             Node  5 Tree 4 Signif F ESS   67.86% Best ESS   75.17%
                                                                                
 V6             Node  5 Tree 4 Signif F ESS   46.43% Best ESS   75.17%
 Selected None          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V6>7.5000000000;
Class V1
                                                                                
 V2             Node  3 Tree 4 Signif T ESS   52.43% Best ESS   75.17%
                                                                                
 V3             Node  3 Tree 4 Signif F ESS   17.91% Best ESS   75.17%
                                                                                
 V4             Node  3 Tree 4 Signif T ESS   49.57% Best ESS   75.17%
                                                                                
 V5             Node  3 Tree 4 Signif F ESS   27.39% Best ESS   75.17%
                                                                                
 V6             Node  3 Tree 4 Signif F ESS   20.17% Best ESS   75.17%
 Selected V2                            
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V6>7.5000000000;
 INCLUDE V2<=4.5000000000;
Class V1
                                                                                
 V2             Node  6 Tree 4 Signif T ESS   44.59% Best ESS   75.17%
                                                                                
 V3             Node  6 Tree 4 Signif F ESS   20.27% Best ESS   75.17%
                                                                                
 V4             Node  6 Tree 4 Signif T ESS   54.63% Best ESS   75.17%
                                                                                
 V5             Node  6 Tree 4 Signif T ESS   60.04% Best ESS   75.17%
                                                                                
 V6             Node  6 Tree 4 Signif F ESS   12.93% Best ESS   75.17%
 Selected V5                            
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V6>7.5000000000;
 INCLUDE V2<=4.5000000000;
 INCLUDE V5<=5.5000000000;
Class V1
                                                                                
 V2             Node 12 Tree 4 Signif F ESS   52.63% Best ESS   75.17%
                                                                                
 V3             Node 12 Tree 4 Signif F ESS   26.32% Best ESS   75.17%
                                                                                
 V4             Node 12 Tree 4 Signif T ESS   94.74% Best ESS   75.17%
                                                                                
 V5             Node 12 Tree 4 Signif F ESS   11.40% Best ESS   75.17%
                                                                                
 V6             Node 12 Tree 4 Signif F ESS   24.56% Best ESS   75.17%
 Selected V4                            
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V6>7.5000000000;
 INCLUDE V2<=4.5000000000;
 INCLUDE V5<=5.5000000000;
 INCLUDE V4<=0.5000000000;
Class V1
                                                                                
 V2             Node 24 Tree 4 Signif F ESS        % Best ESS   75.17%
                                                                                
 V3             Node 24 Tree 4 Signif F ESS        % Best ESS   75.17%
                                                                                
 V4             Node 24 Tree 4 Signif F ESS        % Best ESS   75.17%
                                                                                
 V5             Node 24 Tree 4 Signif F ESS        % Best ESS   75.17%
                                                                                
 V6             Node 24 Tree 4 Signif F ESS        % Best ESS   75.17%
 Selected None          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V6>7.5000000000;
 INCLUDE V2<=4.5000000000;
 INCLUDE V5<=5.5000000000;
 INCLUDE V4>0.5000000000;
Class V1
                                                                                
 V2             Node 25 Tree 4 Signif F ESS   16.67% Best ESS   75.17%
                                                                                
 V3             Node 25 Tree 4 Signif F ESS   66.67% Best ESS   75.17%
                                                                                
 V4             Node 25 Tree 4 Signif F ESS        % Best ESS   75.17%
                                                                                
 V5             Node 25 Tree 4 Signif F ESS   50.00% Best ESS   75.17%
                                                                                
 V6             Node 25 Tree 4 Signif F ESS   33.33% Best ESS   75.17%
 Selected None          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V6>7.5000000000;
 INCLUDE V2<=4.5000000000;
 INCLUDE V5>5.5000000000;
Class V1
                                                                                
 V2             Node 13 Tree 4 Signif F ESS   41.82% Best ESS   75.17%
                                                                                
 V3             Node 13 Tree 4 Signif F ESS   63.64% Best ESS   75.17%
                                                                                
 V4             Node 13 Tree 4 Signif F ESS   40.00% Best ESS   75.17%
                                                                                
 V5             Node 13 Tree 4 Signif F ESS   67.27% Best ESS   75.17%
                                                                                
 V6             Node 13 Tree 4 Signif F ESS   56.36% Best ESS   75.17%
 Selected None          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V6>7.5000000000;
 INCLUDE V2>4.5000000000;
Class V1
                                                                                
 V2             Node  7 Tree 4 Signif F ESS   16.67% Best ESS   75.17%
                                                                                
 V3             Node  7 Tree 4 Signif F ESS   27.78% Best ESS   75.17%
                                                                                
 V4             Node  7 Tree 4 Signif T ESS   50.00% Best ESS   75.17%
                                                                                
 V5             Node  7 Tree 4 Signif F ESS   22.22% Best ESS   75.17%
                                                                                
 V6             Node  7 Tree 4 Signif F ESS   27.78% Best ESS   75.17%
 Selected V4                            
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V6>7.5000000000;
 INCLUDE V2>4.5000000000;
 INCLUDE V4<=0.5000000000;
Class V1
                                                                                
 V2             Node 14 Tree 4 Signif F ESS   53.85% Best ESS   75.17%
                                                                                
 V3             Node 14 Tree 4 Signif F ESS   34.62% Best ESS   75.17%
                                                                                
 V4             Node 14 Tree 4 Signif F ESS        % Best ESS   75.17%
                                                                                
 V5             Node 14 Tree 4 Signif F ESS   21.15% Best ESS   75.17%
                                                                                
 V6             Node 14 Tree 4 Signif F ESS    3.85% Best ESS   75.17%
 Selected None          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V6>7.5000000000;
 INCLUDE V2>4.5000000000;
 INCLUDE V4>0.5000000000;
Class V1
                                                                                
 V2             Node 15 Tree 4 Signif F ESS   15.71% Best ESS   75.17%
                                                                                
 V3             Node 15 Tree 4 Signif F ESS   57.14% Best ESS   75.17%
                                                                                
 V4             Node 15 Tree 4 Signif F ESS        % Best ESS   75.17%
                                                                                
 V5             Node 15 Tree 4 Signif F ESS   40.00% Best ESS   75.17%
                                                                                
 V6             Node 15 Tree 4 Signif F ESS   25.71% Best ESS   75.17%
 Selected None          
 Pruning
        
Class V1
                                                                                
 V3             Node  1 Tree 5 Signif T ESS   23.39% Best ESS   75.17%
 Selected V3                            
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V3<=5.5000000000;
 Selected None          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V3>5.5000000000;
 Selected None          
 Pruning
        
Class V1
                                                                                
 V4             Node  1 Tree 6 Signif T ESS   35.44% Best ESS   75.17%
 Selected V4                            
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V4<=0.5000000000;
 Selected None          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V4>0.5000000000;
 Selected None          
 Pruning
        
Class V1
                                                                                
 V6             Node  1 Tree 7 Signif T ESS   41.30% Best ESS   75.17%
 Selected V6                            
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V6<=7.5000000000;
 Selected None          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
                                                                          
 INCLUDE V6>7.5000000000;
 Selected None          
 Pruning
        
 Time used:      2 sec.
