13-oct-2002_1.log

一个关于adaboost和NN的matlab程序

#boost.m $Revision: 1.10 $ train 866, ver 1 31-Oct-2002 11:41:44
   1 31-Oct-2002 11:41:44 Range test(433,107,326,433,107,326) 0 1 5.000000e-001 stop(433,72,361,433,72,361) 0 1 5.000000e-001 epochs  11 RMS 0.647412 beta 0.322970 0.500000 0.000000 0.000000 687 179   0   0 0.206697 AUROC 0.756308 0.500000 0.000000 0.000000 343  90   0   0 0.207852 AUROC 0.795740
#   1    2 Range of weights min 0.000831 (0.719241) max 0.002441 (2.113787)
   2 31-Oct-2002 11:41:53 Range test(433,164,269,262,78,184) 0 5 0 stop(433,177,256,256,73,183) 0 5 0 epochs   9 RMS 0.994017 beta 1.183009 Boosting trial    2 failed
   3 31-Oct-2002 11:41:55 Range test(433,162,271,263,73,190) 0 7 0 stop(433,163,270,263,78,185) 0 5 0 epochs  48 RMS 0.780545 beta 0.748689 0.500000 0.000000 0.000000 687 179   0   0 0.206697 AUROC 0.755833 0.500000 0.000000 0.000000 343  90   0   0 0.207852 AUROC 0.795740
#   3    3 Range of weights min 0.000772 (0.668450) max 0.002717 (2.352657)
   4 31-Oct-2002 11:42:01 Range test(432,184,248,246,75,171) 0 6 0 stop(434,179,255,248,74,174) 0 7 0 epochs  69 RMS 0.699497 beta 0.954595 0.500000 0.000000 0.000000 687 179   0   0 0.206697 AUROC 0.755833 0.500000 0.000000 0.000000 343  90   0   0 0.207852 AUROC 0.795740
#   4    4 Range of weights min 0.000769 (0.666286) max 0.002728 (2.362814)
   5 31-Oct-2002 11:42:09 Range test(433,161,272,263,69,194) 0 6 0 stop(433,198,235,241,82,159) 0 8 0 epochs   7 RMS 0.995764 beta 1.162625 Boosting trial    5 failed