------------------------------------------------------------------- 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 33.00% Read 398 cases (7 attributes) from ../data/auto-mpg/auto-mpg.data Worth=1.000000 Treatment:[No Treatment] low:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 107 - 27%] medlow:~~~~~~~~~~~~~~~~~~~~~ [ 77 - 19%] medhigh:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 109 - 27%] high:~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 105 - 26%] Confidence1 Distribution: -12:~~~~~~~~~~~~~~~ [ 2 - 7%] -11:~~~~~~~~~~~~~~~ [ 2 - 7%] -9:~~~~~~~ [ 1 - 4%] -8:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 4 - 15%] -7:~~~~~~~~~~~~~~~ [ 2 - 7%] -5:~~~~~~~~~~~~~~~ [ 2 - 7%] 0:~~~~~~~ [ 1 - 4%] 1:~~~~~~~ [ 1 - 4%] 2:~~~~~~~ [ 1 - 4%] 3:~~~~~~~~~~~~~~~ [ 2 - 7%] 5:~~~~~~~ [ 1 - 4%] 6:~~~~~~~ [ 1 - 4%] 9:~~~~~~~ [ 1 - 4%] 13:~~~~~~~ [ 1 - 4%] 16:~~~~~~~ [ 1 - 4%] 18:~~~~~~~ [ 1 - 4%] 22:~~~~~~~ [ 1 - 4%] 25:~~~~~~~ [ 1 - 4%] 26:~~~~~~~ [ 1 - 4%] 10 Treatments learnt after 26 random trials 1 worth=2.071568 [model year=[79.000000..82.000000]] [cylinders=[4.000000..5.000000)] [displacement=[68.000000..104.000000)] 2 worth=2.071568 [weight=[1613.000000..2223.000000)] [origin=3] [horsepower=[46.000000..75.000000)] 3 worth=2.071568 [cylinders=[4.000000..5.000000)] [model year=[79.000000..82.000000]] [weight=[1613.000000..2223.000000)] 4 worth=2.071568 [weight=[1613.000000..2223.000000)] [model year=[79.000000..82.000000]] 5 worth=2.071568 [horsepower=[46.000000..75.000000)] [displacement=[68.000000..104.000000)] [origin=3] [cylinders=[4.000000..5.000000)] 6 worth=2.071568 [origin=3] [horsepower=[46.000000..75.000000)] 7 worth=2.071568 [weight=[1613.000000..2223.000000)] [origin=3] [horsepower=[46.000000..75.000000)] [displacement=[68.000000..104.000000)] 8 worth=2.071568 [displacement=[68.000000..104.000000)] [origin=3] [horsepower=[46.000000..75.000000)] 9 worth=2.071568 [horsepower=[46.000000..75.000000)] [origin=3] [cylinders=[4.000000..5.000000)] 10 worth=2.046906 [horsepower=[46.000000..75.000000)] [model year=[79.000000..82.000000]] Worth=2.071568 Treatment:[model year=[79.000000..82.000000] cylinders=[4.000000..5.000000) displacement=[68.000000..104.000000)] low: [ 0 - 0%] medlow: [ 0 - 0%] medhigh: [ 0 - 0%] high:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 35 - 100%] Worth=2.071568 Treatment:[weight=[1613.000000..2223.000000) origin=3 horsepower=[46.000000..75.000000)] low: [ 0 - 0%] medlow: [ 0 - 0%] medhigh: [ 0 - 0%] high:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 35 - 100%] Worth=2.071568 Treatment:[cylinders=[4.000000..5.000000) model year=[79.000000..82.000000] weight=[1613.000000..2223.000000)] low: [ 0 - 0%] medlow: [ 0 - 0%] medhigh: [ 0 - 0%] high:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 41 - 100%] Worth=2.071568 Treatment:[weight=[1613.000000..2223.000000) model year=[79.000000..82.000000]] low: [ 0 - 0%] medlow: [ 0 - 0%] medhigh: [ 0 - 0%] high:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 41 - 100%] Worth=2.071568 Treatment:[horsepower=[46.000000..75.000000) displacement=[68.000000..104.000000) origin=3 cylinders=[4.000000..5.000000)] low: [ 0 - 0%] medlow: [ 0 - 0%] medhigh: [ 0 - 0%] high:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 35 - 100%] Worth=2.071568 Treatment:[origin=3 horsepower=[46.000000..75.000000)] low: [ 0 - 0%] medlow: [ 0 - 0%] medhigh: [ 0 - 0%] high:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 38 - 100%] Worth=2.071568 Treatment:[weight=[1613.000000..2223.000000) origin=3 horsepower=[46.000000..75.000000) displacement=[68.000000..104.000000)] low: [ 0 - 0%] medlow: [ 0 - 0%] medhigh: [ 0 - 0%] high:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 35 - 100%] Worth=2.071568 Treatment:[displacement=[68.000000..104.000000) origin=3 horsepower=[46.000000..75.000000)] low: [ 0 - 0%] medlow: [ 0 - 0%] medhigh: [ 0 - 0%] high:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 35 - 100%] Worth=2.071568 Treatment:[horsepower=[46.000000..75.000000) origin=3 cylinders=[4.000000..5.000000)] low: [ 0 - 0%] medlow: [ 0 - 0%] medhigh: [ 0 - 0%] high:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 38 - 100%] Worth=2.046906 Treatment:[horsepower=[46.000000..75.000000) model year=[79.000000..82.000000]] low: [ 0 - 0%] medlow: [ 0 - 0%] medhigh: [ 1 - 2%] high:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 41 - 98%] ---- Mon Jul 17 03:45:07 2006 --- Setup: 0 sec Compute: 0 sec Apply: 0 sec Total: 0 sec -------------------------- ------------------------------------------------------------------- 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 10 minSize 1 maxSize 4 randomTrials 50 futileTrials 5 bestClass 20.00% Read 1728 cases (6 attributes) from ../data/CAR/car.data Worth=1.000000 Treatment:[No Treatment] unacc:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 1210 - 70%] acc:~~~~~~~~~ [ 384 - 22%] good:~ [ 69 - 4%] vgood:~ [ 65 - 4%] Confidence1 Distribution: -12:~~~~~~~~~~~~~~~~~~~~~~~~~ [ 5 - 24%] -11:~~~~~~~~~~ [ 2 - 10%] -10:~~~~~~~~~~~~~~~ [ 3 - 14%] -9:~~~~~~~~~~~~~~~ [ 3 - 14%] -8:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 6 - 29%] -7:~~~~~ [ 1 - 5%] -6:~~~~~ [ 1 - 5%] 10 Treatments learnt after 32 random trials 1 worth=3.737563 [buying=low] [lug_boot=big] [persons=4] [safety=high] 2 worth=3.737563 [buying=low] [persons=more] [lug_boot=big] [safety=high] 3 worth=3.036770 [buying=low] [persons=more] [safety=high] 4 worth=2.958904 [safety=high] [persons=4] [buying=low] 5 worth=2.906993 [safety=high] [lug_boot=big] [buying=low] 6 worth=2.716655 [maint=med] [buying=low] [safety=high] 7 worth=2.716655 [safety=high] [maint=low] [buying=med] 8 worth=2.716655 [safety=high] [buying=low] [maint=low] 9 worth=2.491709 [safety=high] [persons=more] [maint=low] 10 worth=2.425822 [safety=high] [lug_boot=med] [buying=low] [persons=more] Worth=3.737563 Treatment:[buying=low lug_boot=big persons=4 safety=high] unacc: [ 0 - 0%] acc:~~~~~~~~~~ [ 4 - 25%] good: [ 0 - 0%] vgood:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 12 - 75%] Worth=3.737563 Treatment:[buying=low persons=more lug_boot=big safety=high] unacc: [ 0 - 0%] acc:~~~~~~~~~~ [ 4 - 25%] good: [ 0 - 0%] vgood:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 12 - 75%] Worth=3.036770 Treatment:[buying=low persons=more safety=high] unacc:~~~~~ [ 4 - 8%] acc:~~~~~~~~~~~~~~~~~~~~~ [ 15 - 31%] good:~~~~~~~~~~~ [ 8 - 17%] vgood:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 21 - 44%] Worth=2.958904 Treatment:[safety=high persons=4 buying=low] unacc: [ 0 - 0%] acc:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 18 - 38%] good:~~~~~~~~~~~~~~~~~~~~ [ 12 - 25%] vgood:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 18 - 38%] Worth=2.906993 Treatment:[safety=high lug_boot=big buying=low] unacc:~~~~~~~~~~~~~~~~~~~~ [ 16 - 33%] acc:~~~~~~~~~~ [ 8 - 17%] good: [ 0 - 0%] vgood:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 24 - 50%] Worth=2.716655 Treatment:[maint=med buying=low safety=high] unacc:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 13 - 36%] acc: [ 0 - 0%] good:~~~~~~~~~~~~~~~~~~~~~~~ [ 10 - 28%] vgood:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 13 - 36%] Worth=2.716655 Treatment:[safety=high maint=low buying=med] unacc:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 13 - 36%] acc: [ 0 - 0%] good:~~~~~~~~~~~~~~~~~~~~~~~ [ 10 - 28%] vgood:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 13 - 36%] Worth=2.716655 Treatment:[safety=high buying=low maint=low] unacc:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 13 - 36%] acc: [ 0 - 0%] good:~~~~~~~~~~~~~~~~~~~~~~~ [ 10 - 28%] vgood:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 13 - 36%] Worth=2.491709 Treatment:[safety=high persons=more maint=low] unacc:~~~~~ [ 4 - 8%] acc:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 22 - 46%] good:~~~~~~~~~~ [ 8 - 17%] vgood:~~~~~~~~~~~~~~~~~~~ [ 14 - 29%] Worth=2.425822 Treatment:[safety=high lug_boot=med buying=low persons=more] unacc: [ 0 - 0%] acc:~~~~~~~~~~~~~~~~ [ 5 - 31%] good:~~~~~~ [ 2 - 13%] vgood:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 9 - 56%] ---- Mon Jul 17 03:45:07 2006 --- Setup: 0 sec Compute: 0 sec Apply: 0 sec Total: 0 sec -------------------------- ------------------------------------------------------------------- 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 10 minSize 1 maxSize 4 randomTrials 50 futileTrials 5 bestClass 33.00% Read 690 cases (15 attributes) from ../data/credit-screening/crx.data Worth=1.000000 Treatment:[No Treatment] -:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 383 - 56%] +:~~~~~~~~~~~~~~~~~~~~~~~~ [ 307 - 44%] Confidence1 Distribution: 0:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 45 - 76%] 1:~~~~~~~ [ 11 - 19%] 2:~~ [ 3 - 5%] 10 Treatments learnt after 38 random trials 1 worth=1.367134 [A15=[286.000000..100000.000000]] [A10=t] [A9=t] 2 worth=1.361827 [A9=t] [A5=g] [A11=[4.000000..67.000000]] 3 worth=1.354702 [A11=[4.000000..67.000000]] [A9=t] 4 worth=1.354702 [A11=[4.000000..67.000000]] [A10=t] [A9=t] 5 worth=1.351856 [A9=t] [A15=[286.000000..100000.000000]] 6 worth=1.320409 [A9=t] [A10=t] 7 worth=1.316506 [A5=g] [A11=[4.000000..67.000000]] 8 worth=1.316506 [A10=t] [A11=[4.000000..67.000000]] [A5=g] 9 worth=1.314480 [A13=g] [A11=[4.000000..67.000000]] 10 worth=1.311936 [A10=t] [A15=[286.000000..100000.000000]] [A4=u] Worth=1.367134 Treatment:[A15=[286.000000..100000.000000] A10=t A9=t] -: [ 3 - 2%] +:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 119 - 98%] Worth=1.361827 Treatment:[A9=t A5=g A11=[4.000000..67.000000]] -:~ [ 4 - 3%] +:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 120 - 97%] Worth=1.354702 Treatment:[A11=[4.000000..67.000000] A9=t] -:~ [ 6 - 4%] +:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 135 - 96%] Worth=1.354702 Treatment:[A11=[4.000000..67.000000] A10=t A9=t] -:~ [ 6 - 4%] +:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 135 - 96%] Worth=1.351856 Treatment:[A9=t A15=[286.000000..100000.000000]] -:~ [ 7 - 5%] +:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 143 - 95%] Worth=1.320409 Treatment:[A9=t A10=t] -:~~~ [ 21 - 9%] +:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 207 - 91%] Worth=1.316506 Treatment:[A5=g A11=[4.000000..67.000000]] -:~~~ [ 13 - 10%] +:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 120 - 90%] Worth=1.316506 Treatment:[A10=t A11=[4.000000..67.000000] A5=g] -:~~~ [ 13 - 10%] +:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 120 - 90%] Worth=1.314480 Treatment:[A13=g A11=[4.000000..67.000000]] -:~~~ [ 15 - 10%] +:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 134 - 90%] Worth=1.311936 Treatment:[A10=t A15=[286.000000..100000.000000] A4=u] -:~~~ [ 12 - 10%] +:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 103 - 90%] ---- Mon Jul 17 03:45:08 2006 --- Setup: 0 sec Compute: 1 sec Apply: 0 sec Total: 1 sec -------------------------- ------------------------------------------------------------------- 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 33.00% Read 14 cases (4 attributes) from ../data/GOLF/golf.data Worth=1.000000 Treatment:[No Treatment] Don't Play:~~~~~~~~~~~~~~~~ [ 5 - 36%] Play:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 9 - 64%] Confidence1 Distribution: 0:~~~~~~~~~~~~~~~~~~~~~~~~~ [ 5 - 38%] 1:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 6 - 46%] 2:~~~~~~~~~~ [ 2 - 15%] 7 Treatments learnt after 14 random trials 1 worth=1.217391 [outlook=overcast] 2 worth=1.065217 [humidity=[80.000000..90.000000)] 3 worth=1.065217 [windy=false] 4 worth=1.065217 [humidity=[70.000000..80.000000)] 5 worth=1.065217 [windy=false] [temperature=[75.000000..85.000000]] 6 worth=1.065217 [humidity=[80.000000..90.000000)] [windy=false] 7 worth=1.014493 [temperature=[75.000000..85.000000]] Worth=1.217391 Treatment:[outlook=overcast] Don't Play: [ 0 - 0%] Play:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 4 - 100%] Worth=1.065217 Treatment:[humidity=[80.000000..90.000000)] Don't Play:~~~~~~~~~~ [ 1 - 25%] Play:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 3 - 75%] Worth=1.065217 Treatment:[windy=false] Don't Play:~~~~~~~~~~ [ 2 - 25%] Play:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 6 - 75%] Worth=1.065217 Treatment:[humidity=[70.000000..80.000000)] Don't Play:~~~~~~~~~~ [ 1 - 25%] Play:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 3 - 75%] Worth=1.065217 Treatment:[windy=false temperature=[75.000000..85.000000]] Don't Play:~~~~~~~~~~ [ 1 - 25%] Play:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 3 - 75%] Worth=1.065217 Treatment:[humidity=[80.000000..90.000000) windy=false] Don't Play:~~~~~~~~~~ [ 1 - 25%] Play:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 3 - 75%] Worth=1.014493 Treatment:[temperature=[75.000000..85.000000]] Don't Play:~~~~~~~~~~~~~~~ [ 2 - 33%] Play:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 4 - 67%] ---- Mon Jul 17 03:45:08 2006 --- Setup: 0 sec Compute: 0 sec Apply: 0 sec Total: 0 sec -------------------------- ------------------------------------------------------------------- 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 -------------------------- ------------------------------------------------------------------- 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! ------------------------------------------------------------------- NOW: specified CHANGES: specified Config: granularity 4 maxNumber 10 minSize 1 maxSize 4 randomTrials 50 futileTrials 5 bestClass 33.00% Read 150 cases (4 attributes) from ../data/IRIS/iris.data Worth=1.000000 Treatment:[No Treatment] Iris-setosa:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 50 - 33%] Iris-virginica:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 50 - 33%] Iris-versicolor:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 50 - 33%] Confidence1 Distribution: -4:~~~~~~~~~~~~~~~~~~~~ [ 2 - 13%] -3:~~~~~~~~~~ [ 1 - 6%] -2:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 3 - 19%] 0:~~~~~~~~~~~~~~~~~~~~ [ 2 - 13%] 1:~~~~~~~~~~ [ 1 - 6%] 2:~~~~~~~~~~ [ 1 - 6%] 3:~~~~~~~~~~ [ 1 - 6%] 4:~~~~~~~~~~~~~~~~~~~~ [ 2 - 13%] 5:~~~~~~~~~~ [ 1 - 6%] 6:~~~~~~~~~~ [ 1 - 6%] 8:~~~~~~~~~~ [ 1 - 6%] 10 Treatments learnt after 15 random trials 1 worth=1.662338 [sepal width=[2.000000..2.800000)] [petal length=[1.600000..4.300000)] 2 worth=1.645714 [petal length=[4.300000..5.100000)] [petal width=[1.300000..1.800000)] 3 worth=1.604396 [petal width=[1.300000..1.800000)] 4 worth=1.493878 [petal length=[4.300000..5.100000)] 5 worth=1.389610 [sepal width=[2.000000..2.800000)] 6 worth=1.285714 [sepal length=[5.800000..6.400000)] 7 worth=1.278293 [petal width=[0.300000..1.300000)] [sepal width=[2.000000..2.800000)] 8 worth=1.250000 [petal length=[1.600000..4.300000)] 9 worth=1.246753 [petal width=[0.300000..1.300000)] [petal length=[1.600000..4.300000)] [sepal width=[2.000000..2.800000)] 10 worth=1.142857 [petal width=[1.300000..1.800000)] [sepal length=[6.400000..7.900000]] [petal length=[4.300000..5.100000)] Worth=1.662338 Treatment:[sepal width=[2.000000..2.800000) petal length=[1.600000..4.300000)] Iris-setosa: [ 0 - 0%] Iris-virginica: [ 0 - 0%] Iris-versicolor:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 16 - 100%] Worth=1.645714 Treatment:[petal length=[4.300000..5.100000) petal width=[1.300000..1.800000)] Iris-setosa: [ 0 - 0%] Iris-virginica:~~ [ 2 - 8%] Iris-versicolor:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 23 - 92%] Worth=1.604396 Treatment:[petal width=[1.300000..1.800000)] Iris-setosa: [ 0 - 0%] Iris-virginica:~~~~ [ 5 - 13%] Iris-versicolor:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 34 - 87%] Worth=1.493878 Treatment:[petal length=[4.300000..5.100000)] Iris-setosa: [ 0 - 0%] Iris-virginica:~~~~~~~~~~ [ 9 - 26%] Iris-versicolor:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 26 - 74%] Worth=1.389610 Treatment:[sepal width=[2.000000..2.800000)] Iris-setosa:~ [ 1 - 3%] Iris-virginica:~~~~~~~~~~~~~~~ [ 11 - 33%] Iris-versicolor:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 21 - 64%] Worth=1.285714 Treatment:[sepal length=[5.800000..6.400000)] Iris-setosa:~ [ 1 - 3%] Iris-virginica:~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 16 - 46%] Iris-versicolor:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 18 - 51%] Worth=1.278293 Treatment:[petal width=[0.300000..1.300000) sepal width=[2.000000..2.800000)] Iris-setosa:~~ [ 1 - 7%] Iris-virginica: [ 0 - 0%] Iris-versicolor:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 13 - 93%] Worth=1.250000 Treatment:[petal length=[1.600000..4.300000)] Iris-setosa:~~~~~~~~~~~~~~~~ [ 13 - 36%] Iris-virginica: [ 0 - 0%] Iris-versicolor:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 23 - 64%] Worth=1.246753 Treatment:[petal width=[0.300000..1.300000) petal length=[1.600000..4.300000) sepal width=[2.000000..2.800000)] Iris-setosa: [ 0 - 0%] Iris-virginica: [ 0 - 0%] Iris-versicolor:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 12 - 100%] Worth=1.142857 Treatment:[petal width=[1.300000..1.800000) sepal length=[6.400000..7.900000] petal length=[4.300000..5.100000)] Iris-setosa: [ 0 - 0%] Iris-virginica: [ 0 - 0%] Iris-versicolor:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 11 - 100%] ---- Mon Jul 17 03:45:08 2006 --- Setup: 0 sec Compute: 0 sec Apply: 0 sec Total: 0 sec -------------------------- ------------------------------------------------------------------- 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 10 minSize 1 maxSize 4 randomTrials 50 futileTrials 5 bestClass 33.00% Read 5473 cases (10 attributes) from ../data/page-blocks/page-blocks.data Worth=1.000000 Treatment:[No Treatment] 1:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 4913 - 90%] 2:~~ [ 329 - 6%] 3: [ 28 - 1%] 4: [ 88 - 2%] 5: [ 115 - 2%] Confidence1 Distribution: -28:~~~ [ 1 - 3%] -27:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 10 - 33%] -26:~~~~~~~~~ [ 3 - 10%] -25:~~~~~~~~~ [ 3 - 10%] -24:~~~~~~~~~~~~~~~~~~ [ 6 - 20%] -23:~~~~~~~~~ [ 3 - 10%] -22:~~~ [ 1 - 3%] -21:~~~~~~ [ 2 - 7%] -20:~~~ [ 1 - 3%] 10 Treatments learnt after 41 random trials 1 worth=9.096256 [area=[660.000000..143993.000000]] [p_black=[0.052000..0.287000)] [eccen=[0.007000..2.889000)] [p_and=[0.062000..0.725000)] 2 worth=8.993649 [area=[660.000000..143993.000000]] [p_black=[0.052000..0.287000)] [eccen=[0.007000..2.889000)] 3 worth=8.993649 [p_black=[0.052000..0.287000)] [area=[660.000000..143993.000000]] [eccen=[0.007000..2.889000)] [height=[9.000000..804.000000]] 4 worth=8.226963 [blackpix=[196.000000..33017.000000]] [p_black=[0.052000..0.287000)] [eccen=[0.007000..2.889000)] 5 worth=8.226963 [blackpix=[196.000000..33017.000000]] [height=[9.000000..804.000000]] [eccen=[0.007000..2.889000)] [p_black=[0.052000..0.287000)] 6 worth=7.939597 [p_black=[0.052000..0.287000)] [blackand=[493.000000..46133.000000]] [eccen=[0.007000..2.889000)] [blackpix=[196.000000..33017.000000]] 7 worth=7.939597 [area=[660.000000..143993.000000]] [eccen=[0.007000..2.889000)] [blackand=[493.000000..46133.000000]] [p_black=[0.052000..0.287000)] 8 worth=7.858822 [eccen=[0.007000..2.889000)] [p_black=[0.052000..0.287000)] [p_and=[0.062000..0.725000)] [blackpix=[196.000000..33017.000000]] 9 worth=7.589067 [p_black=[0.052000..0.287000)] [height=[9.000000..804.000000]] [eccen=[0.007000..2.889000)] [blackand=[493.000000..46133.000000]] 10 worth=7.589067 [eccen=[0.007000..2.889000)] [blackand=[493.000000..46133.000000]] [p_black=[0.052000..0.287000)] Worth=9.096256 Treatment:[area=[660.000000..143993.000000] p_black=[0.052000..0.287000) eccen=[0.007000..2.889000) p_and=[0.062000..0.725000)] 1:~~~~ [ 6 - 12%] 2: [ 0 - 0%] 3: [ 0 - 0%] 4:~~ [ 3 - 6%] 5:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 40 - 82%] Worth=8.993649 Treatment:[area=[660.000000..143993.000000] p_black=[0.052000..0.287000) eccen=[0.007000..2.889000)] 1:~~~~~ [ 7 - 13%] 2: [ 0 - 0%] 3: [ 0 - 0%] 4:~~ [ 3 - 6%] 5:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 42 - 81%] Worth=8.993649 Treatment:[p_black=[0.052000..0.287000) area=[660.000000..143993.000000] eccen=[0.007000..2.889000) height=[9.000000..804.000000]] 1:~~~~~ [ 7 - 13%] 2: [ 0 - 0%] 3: [ 0 - 0%] 4:~~ [ 3 - 6%] 5:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 42 - 81%] Worth=8.226963 Treatment:[blackpix=[196.000000..33017.000000] p_black=[0.052000..0.287000) eccen=[0.007000..2.889000)] 1:~~~~~ [ 6 - 14%] 2: [ 0 - 0%] 3: [ 0 - 0%] 4:~~ [ 3 - 7%] 5:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 35 - 80%] Worth=8.226963 Treatment:[blackpix=[196.000000..33017.000000] height=[9.000000..804.000000] eccen=[0.007000..2.889000) p_black=[0.052000..0.287000)] 1:~~~~~ [ 6 - 14%] 2: [ 0 - 0%] 3: [ 0 - 0%] 4:~~ [ 3 - 7%] 5:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 35 - 80%] Worth=7.939597 Treatment:[p_black=[0.052000..0.287000) blackand=[493.000000..46133.000000] eccen=[0.007000..2.889000) blackpix=[196.000000..33017.000000]] 1:~~~~ [ 5 - 13%] 2: [ 0 - 0%] 3: [ 0 - 0%] 4:~ [ 2 - 5%] 5:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 33 - 83%] Worth=7.939597 Treatment:[area=[660.000000..143993.000000] eccen=[0.007000..2.889000) blackand=[493.000000..46133.000000] p_black=[0.052000..0.287000)] 1:~~~~ [ 5 - 13%] 2: [ 0 - 0%] 3: [ 0 - 0%] 4:~ [ 2 - 5%] 5:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 33 - 83%] Worth=7.858822 Treatment:[eccen=[0.007000..2.889000) p_black=[0.052000..0.287000) p_and=[0.062000..0.725000) blackpix=[196.000000..33017.000000]] 1:~~~~ [ 5 - 12%] 2: [ 0 - 0%] 3: [ 0 - 0%] 4:~~ [ 3 - 7%] 5:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 33 - 80%] Worth=7.589067 Treatment:[p_black=[0.052000..0.287000) height=[9.000000..804.000000] eccen=[0.007000..2.889000) blackand=[493.000000..46133.000000]] 1:~~~~~~ [ 7 - 17%] 2: [ 0 - 0%] 3: [ 0 - 0%] 4:~ [ 2 - 5%] 5:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 33 - 79%] Worth=7.589067 Treatment:[eccen=[0.007000..2.889000) blackand=[493.000000..46133.000000] p_black=[0.052000..0.287000)] 1:~~~~~~ [ 7 - 17%] 2: [ 0 - 0%] 3: [ 0 - 0%] 4:~ [ 2 - 5%] 5:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 33 - 79%] ---- Mon Jul 17 03:45:09 2006 --- Setup: 0 sec Compute: 1 sec Apply: 0 sec Total: 1 sec -------------------------- ------------------------------------------------------------------- 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! ------------------------------------------------------------------- ERROR: cannot open file ../data/pima-indians-diabetes/pima-indians-diabetes.names ------------------------------------------------------------------- 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 10 minSize 1 maxSize 4 randomTrials 50 futileTrials 5 bestClass 33.00% Read 178 cases (13 attributes) from ../data/WINE/wine.data Worth=1.000000 Treatment:[No Treatment] 1:~~~~~~~~~~~~~~~~~~~~~~~~ [ 59 - 33%] 2:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 71 - 40%] 3:~~~~~~~~~~~~~~~~~~~~ [ 48 - 27%] Confidence1 Distribution: -4:~~~ [ 1 - 3%] -3:~~~~~~~~~~~~~~~ [ 5 - 13%] -2:~~~~~~~~~~~~~~~~~~~~~ [ 7 - 18%] -1:~~~~~~~~~~~~~~~ [ 5 - 13%] 0:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 10 - 26%] 2:~~~~~~ [ 2 - 5%] 3:~~~~~~~~~ [ 3 - 8%] 5:~~~~~~~~~ [ 3 - 8%] 6:~~~ [ 1 - 3%] 7:~~~~~~ [ 2 - 5%] 10 Treatments learnt after 50 random trials 1 worth=1.811705 [attr7=[0.340000..1.500000)] [attr12=[1.270000..2.300000)] [attr13=[560.000000..835.000000)] [attr11=[0.480000..0.870000)] 2 worth=1.811705 [attr4=[21.000000..30.000000]] [attr12=[1.270000..2.300000)] [attr11=[0.480000..0.870000)] [attr7=[0.340000..1.500000)] 3 worth=1.811705 [attr2=[2.550000..5.800000]] [attr10=[5.640000..13.000000]] [attr7=[0.340000..1.500000)] 4 worth=1.811705 [attr11=[0.480000..0.870000)] [attr4=[18.000000..21.000000)] [attr12=[1.270000..2.300000)] [attr7=[0.340000..1.500000)] 5 worth=1.811705 [attr11=[0.480000..0.870000)] [attr13=[560.000000..835.000000)] [attr10=[5.640000..13.000000]] 6 worth=1.811705 [attr7=[0.340000..1.500000)] [attr11=[0.480000..0.870000)] [attr2=[2.550000..5.800000]] [attr4=[21.000000..30.000000]] 7 worth=1.811705 [attr10=[5.640000..13.000000]] [attr13=[560.000000..835.000000)] [attr12=[1.270000..2.300000)] 8 worth=1.811705 [attr7=[0.340000..1.500000)] [attr6=[0.980000..1.950000)] [attr10=[5.640000..13.000000]] [attr12=[1.270000..2.300000)] 9 worth=1.811705 [attr2=[2.550000..5.800000]] [attr7=[0.340000..1.500000)] [attr9=[0.410000..1.350000)] [attr4=[21.000000..30.000000]] 10 worth=1.811705 [attr12=[1.270000..2.300000)] [attr7=[0.340000..1.500000)] [attr2=[2.550000..5.800000]] [attr10=[5.640000..13.000000]] Worth=1.811705 Treatment:[attr7=[0.340000..1.500000) attr12=[1.270000..2.300000) attr13=[560.000000..835.000000) attr11=[0.480000..0.870000)] 1: [ 0 - 0%] 2: [ 0 - 0%] 3:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 25 - 100%] Worth=1.811705 Treatment:[attr4=[21.000000..30.000000] attr12=[1.270000..2.300000) attr11=[0.480000..0.870000) attr7=[0.340000..1.500000)] 1: [ 0 - 0%] 2: [ 0 - 0%] 3:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 22 - 100%] Worth=1.811705 Treatment:[attr2=[2.550000..5.800000] attr10=[5.640000..13.000000] attr7=[0.340000..1.500000)] 1: [ 0 - 0%] 2: [ 0 - 0%] 3:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 23 - 100%] Worth=1.811705 Treatment:[attr11=[0.480000..0.870000) attr4=[18.000000..21.000000) attr12=[1.270000..2.300000) attr7=[0.340000..1.500000)] 1: [ 0 - 0%] 2: [ 0 - 0%] 3:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 17 - 100%] Worth=1.811705 Treatment:[attr11=[0.480000..0.870000) attr13=[560.000000..835.000000) attr10=[5.640000..13.000000]] 1: [ 0 - 0%] 2: [ 0 - 0%] 3:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 19 - 100%] Worth=1.811705 Treatment:[attr7=[0.340000..1.500000) attr11=[0.480000..0.870000) attr2=[2.550000..5.800000] attr4=[21.000000..30.000000]] 1: [ 0 - 0%] 2: [ 0 - 0%] 3:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 19 - 100%] Worth=1.811705 Treatment:[attr10=[5.640000..13.000000] attr13=[560.000000..835.000000) attr12=[1.270000..2.300000)] 1: [ 0 - 0%] 2: [ 0 - 0%] 3:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 20 - 100%] Worth=1.811705 Treatment:[attr7=[0.340000..1.500000) attr6=[0.980000..1.950000) attr10=[5.640000..13.000000] attr12=[1.270000..2.300000)] 1: [ 0 - 0%] 2: [ 0 - 0%] 3:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 25 - 100%] Worth=1.811705 Treatment:[attr2=[2.550000..5.800000] attr7=[0.340000..1.500000) attr9=[0.410000..1.350000) attr4=[21.000000..30.000000]] 1: [ 0 - 0%] 2: [ 0 - 0%] 3:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 17 - 100%] Worth=1.811705 Treatment:[attr12=[1.270000..2.300000) attr7=[0.340000..1.500000) attr2=[2.550000..5.800000] attr10=[5.640000..13.000000]] 1: [ 0 - 0%] 2: [ 0 - 0%] 3:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 23 - 100%] ---- Mon Jul 17 03:45:09 2006 --- Setup: 0 sec Compute: 0 sec Apply: 0 sec Total: 0 sec --------------------------