------------------------------------------------------------------- Welcome to TARZAN (Version 3.0) Copyright (c) 2001 Tim Menzies (tim@menzies.com) Copy policy: GPL-2 (see www.gnu.org) ...while on high, our hero watches for the right chance to strike! ------------------------------------------------------------------- default: NOW=true default: CHANGES=true Config: granularity 3 maxNumber 20 minSize 1 maxSize 4 randomTrials 500 futileTrials 5 bestClass 20.00% Read 233 cases (12 attributes) from db.data Worth=1.000000 Treatment:[No Treatment] _1:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 175 - 75%] _0:~~~~~~~~~ [ 58 - 25%] Confidence1 Distribution: 0:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 36 - 100%] 20 Treatments learnt after 54 random trials 1 worth=1.365878 [e=[-0.880429..1.016690]] [i=[-3.368450..-1.471340)] 2 worth=1.296351 [h=[-3.368450..-1.471340)] [b=[-3.368450..-1.471340)] 3 worth=1.288062 [b=[-3.368450..-1.471340)] [i=[-1.471340..-0.660409)] 4 worth=1.281100 [l=[-0.880429..1.016690]] [b=[-3.368450..-1.471340)] 5 worth=1.237426 [d=[-0.880429..1.016690]] [h=[-3.368450..-1.471340)] 6 worth=1.234393 [h=[-3.368450..-1.471340)] [i=[-1.471340..-0.660409)] 7 worth=1.234393 [e=[-1.691360..-0.880429)] [b=[-3.368450..-1.471340)] 8 worth=1.218437 [j=[-0.880429..1.016690]] [b=[-3.368450..-1.471340)] 9 worth=1.213945 [e=[-0.880429..1.016690]] [b=[-1.471340..-0.660409)] 10 worth=1.201031 [e=[-0.880429..1.016690]] [i=[-1.471340..-0.660409)] 11 worth=1.185017 [f=[-0.880429..1.016690]] [h=[-3.368450..-1.471340)] 12 worth=1.185017 [h=[-3.368450..-1.471340)] [e=[-1.691360..-0.880429)] 13 worth=1.176872 [b=[-3.368450..-1.471340)] [a=[-1.471340..-0.660409)] 14 worth=1.174341 [i=[-1.471340..-0.660409)] [a=[-1.471340..-0.660409)] 15 worth=1.174341 [e=[-0.880429..1.016690]] [c=[-1.471340..-0.660409)] 16 worth=1.172435 [e=[-0.880429..1.016690]] [a=[-1.471340..-0.660409)] 17 worth=1.172435 [i=[-1.471340..-0.660409)] [f=[-0.880429..1.016690]] 18 worth=1.172435 [c=[-1.471340..-0.660409)] [f=[-0.880429..1.016690]] 19 worth=1.170235 [f=[-1.691360..-0.880429)] [i=[-3.368450..-1.471340)] 20 worth=1.170235 [l=[-0.880429..1.016690]] [e=[-0.880429..1.016690]] Worth=1.365878 Treatment:[e=[-0.880429..1.016690] i=[-3.368450..-1.471340)] _1:~~~~~~~~~~~~ [ 5 - 29%] _0:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 12 - 71%] Worth=1.296351 Treatment:[h=[-3.368450..-1.471340) b=[-3.368450..-1.471340)] _1:~~~~~~~~~~~~~~~~~~ [ 8 - 38%] _0:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 13 - 62%] Worth=1.288062 Treatment:[b=[-3.368450..-1.471340) i=[-1.471340..-0.660409)] _1:~~~~~~~~~~~~~~~~~~~ [ 9 - 39%] _0:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 14 - 61%] Worth=1.281100 Treatment:[l=[-0.880429..1.016690] b=[-3.368450..-1.471340)] _1:~~~~~~~~~~~~~~~~~~~~ [ 8 - 40%] _0:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 12 - 60%] Worth=1.237426 Treatment:[d=[-0.880429..1.016690] h=[-3.368450..-1.471340)] _1:~~~~~~~~~~~~~~~~~~~~~~~~~ [ 10 - 45%] _0:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 12 - 55%] Worth=1.234393 Treatment:[h=[-3.368450..-1.471340) i=[-1.471340..-0.660409)] _1:~~~~~~~~~~~~~~~~~~~~~~~~~ [ 11 - 46%] _0:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 13 - 54%] Worth=1.234393 Treatment:[e=[-1.691360..-0.880429) b=[-3.368450..-1.471340)] _1:~~~~~~~~~~~~~~~~~~~~~~~~~ [ 11 - 46%] _0:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 13 - 54%] Worth=1.218437 Treatment:[j=[-0.880429..1.016690] b=[-3.368450..-1.471340)] _1:~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 11 - 48%] _0:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 12 - 52%] Worth=1.213945 Treatment:[e=[-0.880429..1.016690] b=[-1.471340..-0.660409)] _1:~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 15 - 48%] _0:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 16 - 52%] Worth=1.201031 Treatment:[e=[-0.880429..1.016690] i=[-1.471340..-0.660409)] _1:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 15 - 50%] _0:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 15 - 50%] Worth=1.185017 Treatment:[f=[-0.880429..1.016690] h=[-3.368450..-1.471340)] _1:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 13 - 52%] _0:~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 12 - 48%] Worth=1.185017 Treatment:[h=[-3.368450..-1.471340) e=[-1.691360..-0.880429)] _1:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 13 - 52%] _0:~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 12 - 48%] Worth=1.176872 Treatment:[b=[-3.368450..-1.471340) a=[-1.471340..-0.660409)] _1:~~~~~~~~~~~~~~~~~~~~~~~~ [ 9 - 45%] _0:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 11 - 55%] Worth=1.174341 Treatment:[i=[-1.471340..-0.660409) a=[-1.471340..-0.660409)] _1:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 16 - 53%] _0:~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 14 - 47%] Worth=1.174341 Treatment:[e=[-0.880429..1.016690] c=[-1.471340..-0.660409)] _1:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 16 - 53%] _0:~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 14 - 47%] Worth=1.172435 Treatment:[e=[-0.880429..1.016690] a=[-1.471340..-0.660409)] _1:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 15 - 54%] _0:~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 13 - 46%] Worth=1.172435 Treatment:[i=[-1.471340..-0.660409) f=[-0.880429..1.016690]] _1:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 15 - 54%] _0:~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 13 - 46%] Worth=1.172435 Treatment:[c=[-1.471340..-0.660409) f=[-0.880429..1.016690]] _1:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 15 - 54%] _0:~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 13 - 46%] Worth=1.170235 Treatment:[f=[-1.691360..-0.880429) i=[-3.368450..-1.471340)] _1:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 14 - 54%] _0:~~~~~~~~~~~~~~~~~~~~~~~~~ [ 12 - 46%] Worth=1.170235 Treatment:[l=[-0.880429..1.016690] e=[-0.880429..1.016690]] _1:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 14 - 54%] _0:~~~~~~~~~~~~~~~~~~~~~~~~~ [ 12 - 46%] ---- Tue Sep 19 11:19:52 2006 --- Setup: 0 sec Compute: 1 sec Apply: 0 sec Total: 1 sec --------------------------