-------------------------------------------------------------------
                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!
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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
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