-------------------------------------------------------------------
                Welcome to TARZAN (Version 2.1)
        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!
-------------------------------------------------------------------

skew=3
default: Now=true
default: Changes=true
Read 506 cases (13 attributes) from housing.data

	Worth=1.000000
	Granularity=4; Promising=7.000000; Useful=1.800000
	Treatment:[No Treatment]

   0:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~  [   148 - 29%] 
   1:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~   [   146 - 29%] 
   2:~~~~~~~~~~~~~~~~~~~~~           [   108 - 21%] 
   3:~~~~~~~~~~~~~~~~~~~~~           [   104 - 21%] 

	deltaf distribution:

 -12:~~~~~~~                         [     1 -  2%] 
 -11:~~~~~~~~~~~~~~~                 [     2 -  4%] 
 -10:~~~~~~~~~~~~~~~~~~~~~~          [     3 -  6%] 
  -9:~~~~~~~~~~~~~~~                 [     2 -  4%] 
  -8:~~~~~~~~~~~~~~~                 [     2 -  4%] 
  -7:~~~~~~~~~~~~~~~                 [     2 -  4%] 
  -5:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~  [     4 -  8%] 
  -4:~~~~~~~~~~~~~~~                 [     2 -  4%] 
  -2:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~  [     4 -  8%] 
  -1:~~~~~~~~~~~~~~~                 [     2 -  4%] 
   0:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~  [     4 -  8%] 
   1:~~~~~~~~~~~~~~~~~~~~~~          [     3 -  6%] 
   2:~~~~~~~                         [     1 -  2%] 
   3:~~~~~~~~~~~~~~~                 [     2 -  4%] 
   4:~~~~~~~~~~~~~~~                 [     2 -  4%] 
   5:~~~~~~~                         [     1 -  2%] 
   7:~~~~~~~~~~~~~~~~~~~~~~          [     3 -  6%] 
   8:~~~~~~~~~~~~~~~~~~~~~~          [     3 -  6%] 
  11:~~~~~~~                         [     1 -  2%] 
  15:~~~~~~~~~~~~~~~                 [     2 -  4%] 
  16:~~~~~~~                         [     1 -  2%] 
  18:~~~~~~~                         [     1 -  2%] 
  20:~~~~~~~                         [     1 -  2%] 
  21:~~~~~~~                         [     1 -  2%] 

  !!! Attribute not promising: [CHAS] [DIS] [RAD] [B] 

Treatments learned on housing.data:
worth=1.807512	[AGE=[2.900000..39.000000)] [LSTAT=[1.730000..7.190000)] 
worth=1.923516	[CRIM=[0.006320..0.082210)] [LSTAT=[1.730000..7.190000)] 
worth=2.024097	[NOX=[0.431000..0.489000)] [LSTAT=[1.730000..7.190000)] 
worth=2.191762	[RM=[6.631000..8.790000)] [LSTAT=[1.730000..7.190000)] 
worth=2.235847	[CRIM=[0.006320..0.082210)] [RM=[6.631000..8.790000)] 
worth=2.253762	[RM=[6.631000..8.790000)] [AGE=[2.900000..39.000000)] 
worth=2.313071	[INDUS=[2.310000..4.390000)] [RM=[6.631000..8.790000)] 
worth=2.344329	[RM=[6.631000..8.790000)] [PTRATIO=[12.600000..15.600000)] 

	Worth=1.807512
	Granularity=4; Promising=7.000000; Useful=1.800000
	Treatment:[
	AGE=[2.900000..39.000000)
	LSTAT=[1.730000..7.190000)]

   0:                                [     0 -  0%] 
   1:~~~                             [     4 -  6%] 
   2:~~~~~~~~~~~~~~~~~~~~~           [    27 - 39%] 
   3:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~  [    38 - 55%] 

	Worth=1.923516
	Granularity=4; Promising=7.000000; Useful=1.800000
	Treatment:[
	CRIM=[0.006320..0.082210)
	LSTAT=[1.730000..7.190000)]

   0:                                [     0 -  0%] 
   1:~~                              [     3 -  4%] 
   2:~~~~~~~~~~~~~~                  [    21 - 31%] 
   3:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~  [    43 - 64%] 

	Worth=2.024097
	Granularity=4; Promising=7.000000; Useful=1.800000
	Treatment:[
	NOX=[0.431000..0.489000)
	LSTAT=[1.730000..7.190000)]

   0:                                [     0 -  0%] 
   1:                                [     1 -  2%] 
   2:~~~~~~~~~~~                     [    13 - 27%] 
   3:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~  [    35 - 71%] 

	Worth=2.191762
	Granularity=4; Promising=7.000000; Useful=1.800000
	Treatment:[
	RM=[6.631000..8.790000)
	LSTAT=[1.730000..7.190000)]

   0:                                [     0 -  0%] 
   1:                                [     2 -  2%] 
   2:~~~~                            [    10 - 12%] 
   3:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~  [    72 - 86%] 

	Worth=2.235847
	Granularity=4; Promising=7.000000; Useful=1.800000
	Treatment:[
	CRIM=[0.006320..0.082210)
	RM=[6.631000..8.790000)]

   0:                                [     0 -  0%] 
   1:                                [     0 -  0%] 
   2:~~~~                            [     6 - 12%] 
   3:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~  [    45 - 88%] 

	Worth=2.253762
	Granularity=4; Promising=7.000000; Useful=1.800000
	Treatment:[
	RM=[6.631000..8.790000)
	AGE=[2.900000..39.000000)]

   0:                                [     0 -  0%] 
   1:                                [     0 -  0%] 
   2:~~~                             [     4 - 10%] 
   3:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~  [    35 - 90%] 

	Worth=2.313071
	Granularity=4; Promising=7.000000; Useful=1.800000
	Treatment:[
	INDUS=[2.310000..4.390000)
	RM=[6.631000..8.790000)]

   0:                                [     0 -  0%] 
   1:                                [     0 -  0%] 
   2:~                               [     2 -  5%] 
   3:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~  [    36 - 95%] 

	Worth=2.344329
	Granularity=4; Promising=7.000000; Useful=1.800000
	Treatment:[
	RM=[6.631000..8.790000)
	PTRATIO=[12.600000..15.600000)]

   0:                                [     0 -  0%] 
   1:                                [     0 -  0%] 
   2:                                [     1 -  3%] 
   3:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~  [    37 - 97%] 


 run time: 0 sec