------------------------------------------------------------------- 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] low:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 148 - 29%] medlow:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 146 - 29%] medhigh:~~~~~~~~~~~~~~~~~~~~~ [ 108 - 21%] high:~~~~~~~~~~~~~~~~~~~~~ [ 104 - 21%] Confidence1 Distribution: -11:~~~~~ [ 1 - 2%] -10:~~~~~ [ 1 - 2%] -9:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 6 - 12%] -8:~~~~~ [ 1 - 2%] -7:~~~~~~~~~~~~~~~~~~~~ [ 4 - 8%] -6:~~~~~~~~~~ [ 2 - 4%] -5:~~~~~~~~~~~~~~~ [ 3 - 6%] -4:~~~~~~~~~~ [ 2 - 4%] -3:~~~~~~~~~~~~~~~ [ 3 - 6%] -2:~~~~~ [ 1 - 2%] -1:~~~~~~~~~~~~~~~~~~~~ [ 4 - 8%] 0:~~~~~~~~~~~~~~~ [ 3 - 6%] 2:~~~~~~~~~~~~~~~~~~~~ [ 4 - 8%] 3:~~~~~~~~~~ [ 2 - 4%] 4:~~~~~ [ 1 - 2%] 5:~~~~~ [ 1 - 2%] 6:~~~~~ [ 1 - 2%] 7:~~~~~~~~~~~~~~~ [ 3 - 6%] 8:~~~~~ [ 1 - 2%] 10:~~~~~~~~~~ [ 2 - 4%] 14:~~~~~ [ 1 - 2%] 15:~~~~~ [ 1 - 2%] 18:~~~~~ [ 1 - 2%] 20:~~~~~ [ 1 - 2%] 10 Treatments learnt after 41 random trials 1 worth=2.329902 [AGE=[2.900000..45.000000)] [PTRATIO=[12.600000..17.400000)] [RM=[6.619000..8.780000]] 2 worth=2.314674 [RM=[6.619000..8.780000]] [LSTAT=[1.730000..6.930000)] [RAD=[5.000000..24.000000)] 3 worth=2.296401 [RM=[6.619000..8.780000]] [TAX=[187.000000..279.000000)] [INDUS=[0.460000..5.190000)] 4 worth=2.292717 [CHAS=[0.000000..1.000000)] [RM=[6.619000..8.780000]] [INDUS=[0.460000..5.190000)] [TAX=[187.000000..279.000000)] 5 worth=2.290745 [PTRATIO=[12.600000..17.400000)] [RM=[6.619000..8.780000]] 6 worth=2.290745 [RM=[6.619000..8.780000]] [INDUS=[0.460000..5.190000)] [AGE=[2.900000..45.000000)] [ZN=[45.000000..100.000000]] 7 worth=2.290745 [RM=[6.619000..8.780000]] [AGE=[2.900000..45.000000)] [ZN=[45.000000..100.000000]] 8 worth=2.284218 [ZN=[45.000000..100.000000]] [AGE=[2.900000..45.000000)] [RM=[6.619000..8.780000]] [LSTAT=[1.730000..6.930000)] 9 worth=2.281814 [INDUS=[0.460000..5.190000)] [LSTAT=[1.730000..6.930000)] [TAX=[187.000000..279.000000)] 10 worth=2.280563 [AGE=[2.900000..45.000000)] [ZN=[45.000000..100.000000]] [RM=[6.619000..8.780000]] [CRIM=[0.006320..0.081990)] Worth=2.329902 Treatment:[AGE=[2.900000..45.000000) PTRATIO=[12.600000..17.400000) RM=[6.619000..8.780000]] low: [ 0 - 0%] medlow: [ 0 - 0%] medhigh:~ [ 1 - 4%] high:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 25 - 96%] Worth=2.314674 Treatment:[RM=[6.619000..8.780000] LSTAT=[1.730000..6.930000) RAD=[5.000000..24.000000)] low: [ 0 - 0%] medlow: [ 0 - 0%] medhigh:~ [ 2 - 5%] high:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 37 - 95%] Worth=2.296401 Treatment:[RM=[6.619000..8.780000] TAX=[187.000000..279.000000) INDUS=[0.460000..5.190000)] low: [ 0 - 0%] medlow: [ 0 - 0%] medhigh:~~ [ 3 - 7%] high:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 42 - 93%] Worth=2.292717 Treatment:[CHAS=[0.000000..1.000000) RM=[6.619000..8.780000] INDUS=[0.460000..5.190000) TAX=[187.000000..279.000000)] low: [ 0 - 0%] medlow: [ 0 - 0%] medhigh:~~ [ 3 - 7%] high:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 40 - 93%] Worth=2.290745 Treatment:[PTRATIO=[12.600000..17.400000) RM=[6.619000..8.780000]] low: [ 0 - 0%] medlow: [ 1 - 2%] medhigh:~ [ 2 - 4%] high:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 46 - 94%] Worth=2.290745 Treatment:[RM=[6.619000..8.780000] INDUS=[0.460000..5.190000) AGE=[2.900000..45.000000) ZN=[45.000000..100.000000]] low: [ 0 - 0%] medlow: [ 0 - 0%] medhigh:~~ [ 2 - 7%] high:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 26 - 93%] Worth=2.290745 Treatment:[RM=[6.619000..8.780000] AGE=[2.900000..45.000000) ZN=[45.000000..100.000000]] low: [ 0 - 0%] medlow: [ 0 - 0%] medhigh:~~ [ 2 - 7%] high:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 26 - 93%] Worth=2.284218 Treatment:[ZN=[45.000000..100.000000] AGE=[2.900000..45.000000) RM=[6.619000..8.780000] LSTAT=[1.730000..6.930000)] low: [ 0 - 0%] medlow: [ 0 - 0%] medhigh:~~ [ 2 - 8%] high:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 24 - 92%] Worth=2.281814 Treatment:[INDUS=[0.460000..5.190000) LSTAT=[1.730000..6.930000) TAX=[187.000000..279.000000)] low: [ 0 - 0%] medlow: [ 0 - 0%] medhigh:~~ [ 3 - 8%] high:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 35 - 92%] Worth=2.280563 Treatment:[AGE=[2.900000..45.000000) ZN=[45.000000..100.000000] RM=[6.619000..8.780000] CRIM=[0.006320..0.081990)] low: [ 0 - 0%] medlow: [ 0 - 0%] medhigh:~~ [ 2 - 8%] high:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 23 - 92%] ---- Mon Jul 17 03:45:08 2006 --- Setup: 0 sec Compute: 0 sec Apply: 0 sec Total: 0 sec --------------------------