------------------------------------------------------------------- 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 4 maxNumber 10 minSize 1 maxSize 4 randomTrials 50 futileTrials 5 bestClass 20.00% Read 506 cases (13 attributes) from ../data/HOUSING/housing.data Worth=1.000000 Treatment:[No Treatment] high:~~~~~~~~~~~~~~~~~~~~~ [ 104 - 21%] medhigh:~~~~~~~~~~~~~~~~~~~~~ [ 108 - 21%] medlow:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 146 - 29%] low:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 148 - 29%] Confidence1 Distribution: -11:~~~~~~~ [ 1 - 2%] -10:~~~~~~~ [ 1 - 2%] -9:~~~~~~~~~~~~~~~ [ 2 - 4%] -8:~~~~~~~~~~~~~~~~~~~~~~ [ 3 - 6%] -7:~~~~~~~~~~~~~~~~~~~~~~ [ 3 - 6%] -6:~~~~~~~~~~~~~~~~~~~~~~ [ 3 - 6%] -5:~~~~~~~~~~~~~~~~~~~~~~ [ 3 - 6%] -4:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 4 - 8%] -3:~~~~~~~~~~~~~~~ [ 2 - 4%] -2:~~~~~~~~~~~~~~~~~~~~~~ [ 3 - 6%] -1:~~~~~~~~~~~~~~~ [ 2 - 4%] 0:~~~~~~~~~~~~~~~~~~~~~~ [ 3 - 6%] 2:~~~~~~~~~~~~~~~~~~~~~~ [ 3 - 6%] 3:~~~~~~~~~~~~~~~ [ 2 - 4%] 4:~~~~~~~ [ 1 - 2%] 6:~~~~~~~~~~~~~~~ [ 2 - 4%] 7:~~~~~~~ [ 1 - 2%] 14:~~~~~~~ [ 1 - 2%] 16:~~~~~~~~~~~~~~~ [ 2 - 4%] 17:~~~~~~~ [ 1 - 2%] 20:~~~~~~~~~~~~~~~~~~~~~~ [ 3 - 6%] 21:~~~~~~~~~~~~~~~ [ 2 - 4%] 22:~~~~~~~ [ 1 - 2%] 27:~~~~~~~ [ 1 - 2%] 10 Treatments learnt after 50 random trials 1 worth=1.938697 [NOX=[0.624000..0.871000]] [LSTAT=[16.940001..37.970001]] [RAD=[24.000000..24.000000]] [AGE=[94.000000..100.000000]] 2 worth=1.938697 [NOX=[0.624000..0.871000]] [TAX=[666.000000..711.000000]] [DIS=[1.129600..2.100000)] [LSTAT=[16.940001..37.970001]] 3 worth=1.938697 [LSTAT=[16.940001..37.970001]] [AGE=[94.000000..100.000000]] [RM=[3.561000..5.885000)] [PTRATIO=[20.200001..22.000000]] 4 worth=1.938697 [LSTAT=[16.940001..37.970001]] [RAD=[24.000000..24.000000]] [RM=[3.561000..5.885000)] 5 worth=1.938697 [NOX=[0.624000..0.871000]] [DIS=[1.129600..2.100000)] [INDUS=[18.100000..27.740000]] [LSTAT=[16.940001..37.970001]] 6 worth=1.938697 [CRIM=[3.673670..88.976196]] [RM=[3.561000..5.885000)] [LSTAT=[16.940001..37.970001]] 7 worth=1.938697 [LSTAT=[16.940001..37.970001]] [DIS=[1.129600..2.100000)] [CHAS=[0.000000..1.000000)] [NOX=[0.624000..0.871000]] 8 worth=1.938697 [DIS=[1.129600..2.100000)] [LSTAT=[16.940001..37.970001]] [NOX=[0.624000..0.871000]] [CRIM=[3.673670..88.976196]] 9 worth=1.938697 [RM=[3.561000..5.885000)] [ZN=[0.000000..12.500000)] [TAX=[666.000000..711.000000]] [LSTAT=[16.940001..37.970001]] 10 worth=1.938697 [PTRATIO=[20.200001..22.000000]] [RM=[3.561000..5.885000)] [DIS=[1.129600..2.100000)] [LSTAT=[16.940001..37.970001]] Worth=1.938697 Treatment:[NOX=[0.624000..0.871000] LSTAT=[16.940001..37.970001] RAD=[24.000000..24.000000] AGE=[94.000000..100.000000]] high: [ 0 - 0%] medhigh: [ 0 - 0%] medlow: [ 0 - 0%] low:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 41 - 100%] Worth=1.938697 Treatment:[NOX=[0.624000..0.871000] TAX=[666.000000..711.000000] DIS=[1.129600..2.100000) LSTAT=[16.940001..37.970001]] high: [ 0 - 0%] medhigh: [ 0 - 0%] medlow: [ 0 - 0%] low:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 49 - 100%] Worth=1.938697 Treatment:[LSTAT=[16.940001..37.970001] AGE=[94.000000..100.000000] RM=[3.561000..5.885000) PTRATIO=[20.200001..22.000000]] high: [ 0 - 0%] medhigh: [ 0 - 0%] medlow: [ 0 - 0%] low:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 31 - 100%] Worth=1.938697 Treatment:[LSTAT=[16.940001..37.970001] RAD=[24.000000..24.000000] RM=[3.561000..5.885000)] high: [ 0 - 0%] medhigh: [ 0 - 0%] medlow: [ 0 - 0%] low:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 30 - 100%] Worth=1.938697 Treatment:[NOX=[0.624000..0.871000] DIS=[1.129600..2.100000) INDUS=[18.100000..27.740000] LSTAT=[16.940001..37.970001]] high: [ 0 - 0%] medhigh: [ 0 - 0%] medlow: [ 0 - 0%] low:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 62 - 100%] Worth=1.938697 Treatment:[CRIM=[3.673670..88.976196] RM=[3.561000..5.885000) LSTAT=[16.940001..37.970001]] high: [ 0 - 0%] medhigh: [ 0 - 0%] medlow: [ 0 - 0%] low:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 31 - 100%] Worth=1.938697 Treatment:[LSTAT=[16.940001..37.970001] DIS=[1.129600..2.100000) CHAS=[0.000000..1.000000) NOX=[0.624000..0.871000]] high: [ 0 - 0%] medhigh: [ 0 - 0%] medlow: [ 0 - 0%] low:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 61 - 100%] Worth=1.938697 Treatment:[DIS=[1.129600..2.100000) LSTAT=[16.940001..37.970001] NOX=[0.624000..0.871000] CRIM=[3.673670..88.976196]] high: [ 0 - 0%] medhigh: [ 0 - 0%] medlow: [ 0 - 0%] low:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 50 - 100%] Worth=1.938697 Treatment:[RM=[3.561000..5.885000) ZN=[0.000000..12.500000) TAX=[666.000000..711.000000] LSTAT=[16.940001..37.970001]] high: [ 0 - 0%] medhigh: [ 0 - 0%] medlow: [ 0 - 0%] low:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 33 - 100%] Worth=1.938697 Treatment:[PTRATIO=[20.200001..22.000000] RM=[3.561000..5.885000) DIS=[1.129600..2.100000) LSTAT=[16.940001..37.970001]] high: [ 0 - 0%] medhigh: [ 0 - 0%] medlow: [ 0 - 0%] low:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 32 - 100%] ---- Sun Jul 16 19:36:25 2006 --- Setup: 0 sec Compute: 1 sec Apply: 0 sec Total: 1 sec --------------------------