File: imports-85c.log

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autoclass 3.3.4-6
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AUTOCLASS C (version 3.3.4unx) STARTING at Mon Jun 11 10:08:23 2001 

AUTOCLASS -SEARCH default parameters:
rel_error=1.000000e-02; start_j_list=(2,3,5,7,10,15,25); n_classes_fn_type="random_ln_normal"; fixed_j=0; min_report_period=30; max_duration=0; max_n_tries=0; n_save=2; log_file_p=true; search_file_p=true; results_file_p=true; min_save_period=1800; max_n_store=10; n_final_summary=10; start_fn_type="random"; try_fn_type="converge_search_3"; initial_cycles_p=true; save_compact_p=true; read_compact_p=true; randomize_random_p=true; n_data=0; halt_range=5.000000e-01; halt_factor=1.000000e-04; rel_delta_range=2.500000e-03; n_average=3; cs4_delta_range=2.500000e-03; sigma_beta_n_values=6; max_cycles=200; converge_print_p=false; force_new_search_p=true; checkpoint_p=false; min_checkpoint_period=10800; reconverge_type=""; screen_output_p=true; interactive_p=true; break_on_warnings_p=true; free_storage_p=true

USER supplied parameters which override the defaults:
max_n_tries=12


##############  Starting Input Check  ###############

To log file: 
   /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.log
During loading of: 
   [1] /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.db2,
   [2] /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.hd2,
   [3] /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.model.

   [Attribute #, value #, and datum # are zero based.]

ADVISORY[2]: data_file_format settings:
             separator_char = ',', comment_char = ';', unknown_token = '?'
ADVISORY[2]: read 26 attribute defs from 
             /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.hd2
ADVISORY[2]: for attribute #5: "num-of-doors" range increased to 3,
             for value 2 -- translator (2 ?).
ADVISORY[1]: read 205 datum from 
             /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.db2
ADVISORY[1]: discrete translations [ (internal external):count ... ] built 
             from input data --
   Attribute #0, "symboling":
      [ (0 3):27 (1 1):54 (2 2):32 (3 0):67 (4 -1):22 (5 -2):3 ]
   Attribute #2, "make":
      [ (0 alfa-romero):3 (1 audi):7 (2 bmw):8 (3 chevrolet):3 (4 dodge):9 (5 honda):13 (6 isuzu):4 (7 jaguar):3 (8 mazda):17 (9 mercedes-benz):8 (10 mercury):1 (11 mitsubishi):13 (12 nissan):18 (13 peugot):11 (14 plymouth):7 (15 porsche):5 (16 renault):2 (17 saab):6 (18 subaru):12 (19 toyota):32 (20 volkswagen):12 (21 volvo):11 ]
   Attribute #3, "fuel-type":
      [ (0 gas):185 (1 diesel):20 ]
   Attribute #4, "aspiration":
      [ (0 std):168 (1 turbo):37 ]
   Attribute #5, "num-of-doors":
      [ (0 two):89 (1 four):114 (2 ?):2 ]
   Attribute #6, "body-style":
      [ (0 convertible):6 (1 hatchback):70 (2 sedan):96 (3 wagon):25 (4 hardtop):8 ]
   Attribute #7, "drive-wheels":
      [ (0 rwd):76 (1 fwd):120 (2 4wd):9 ]
   Attribute #8, "engine-location":
      [ (0 front):202 (1 rear):3 ]
   Attribute #14, "engine-type":
      [ (0 dohc):12 (1 ohcv):13 (2 ohc):148 (3 l):12 (4 rotor):4 (5 ohcf):15 (6 dohcv):1 ]
   Attribute #15, "num-of-cylinders":
      [ (0 four):159 (1 six):24 (2 five):11 (3 three):1 (4 twelve):1 (5 two):4 (6 eight):5 ]
   Attribute #17, "fuel-system":
      [ (0 mpfi):94 (1 2bbl):66 (2 mfi):1 (3 1bbl):11 (4 spfi):1 (5 4bbl):3 (6 idi):20 (7 spdi):9 ]
ADVISORY[1]: real statistics [ min < (mean : variance) < max ] built 
             from input data --
   Attribute #1, "normalized-loses":
      [  6.5000e+01 < ( 1.2200e+02 : 1.2485e+03) <  2.5600e+02 ]
   Attribute #9, "wheel-base":
      [  8.6600e+01 < ( 9.8757e+01 : 3.6085e+01) <  1.2090e+02 ]
   Attribute #10, "length":
      [  1.4110e+02 < ( 1.7405e+02 : 1.5147e+02) <  2.0810e+02 ]
   Attribute #11, "width":
      [  6.0300e+01 < ( 6.5908e+01 : 4.5795e+00) <  7.2300e+01 ]
   Attribute #12, "height":
      [  4.7800e+01 < ( 5.3725e+01 : 5.9417e+00) <  5.9800e+01 ]
   Attribute #13, "curb-weight":
      [  1.4880e+03 < ( 2.5556e+03 : 2.6979e+05) <  4.0660e+03 ]
   Attribute #16, "engine-size":
      [  6.1000e+01 < ( 1.2691e+02 : 1.7257e+03) <  3.2600e+02 ]
   Attribute #18, "bore":
      [  2.5400e+00 < ( 3.3298e+00 : 7.4451e-02) <  3.9400e+00 ]
   Attribute #19, "stroke":
      [  2.0700e+00 < ( 3.2554e+00 : 9.9811e-02) <  4.1700e+00 ]
   Attribute #20, "compression-ratio":
      [  7.0000e+00 < ( 1.0143e+01 : 1.5700e+01) <  2.3000e+01 ]
   Attribute #21, "horse-power":
      [  4.8000e+01 < ( 1.0426e+02 : 1.5695e+03) <  2.8800e+02 ]
   Attribute #22, "peak-rpm":
      [  4.1500e+03 < ( 5.1254e+03 : 2.2863e+05) <  6.6000e+03 ]
   Attribute #23, "city-mpg":
      [  1.3000e+01 < ( 2.5220e+01 : 4.2591e+01) <  4.9000e+01 ]
   Attribute #24, "highway-mpg":
      [  1.6000e+01 < ( 3.0751e+01 : 4.7192e+01) <  5.4000e+01 ]
   Attribute #25, "price":
      [  5.1180e+03 < ( 1.3207e+04 : 6.2842e+07) <  4.5400e+04 ]
ADVISORY[3]: the default model term type, single_multinomial, 
             will be used for these attributes:
             #2: "make"
             #3: "fuel-type"
             #4: "aspiration"
             #5: "num-of-doors"
             #6: "body-style"
             #7: "drive-wheels"
             #8: "engine-location"
             #14: "engine-type"
             #15: "num-of-cylinders"
             #17: "fuel-system"
ADVISORY[3]: read 1 model def from 
             /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.model
ADVISORY[2]: log_transform is being applied to attribute #1:
             "normalized-loses" and will be stored as attribute #26.
   Attribute #26, "Log normalized-loses":
      [  4.1744e+00 < ( 4.7637e+00 : 8.0123e-02) <  5.5452e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #18:
             "bore" and will be stored as attribute #27.
   Attribute #27, "Log bore":
      [  9.3216e-01 < ( 1.1995e+00 : 6.7855e-03) <  1.3712e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #19:
             "stroke" and will be stored as attribute #28.
   Attribute #28, "Log stroke":
      [  7.2755e-01 < ( 1.1753e+00 : 1.0509e-02) <  1.4279e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #21:
             "horse-power" and will be stored as attribute #29.
   Attribute #29, "Log horse-power":
      [  3.8712e+00 < ( 4.5841e+00 : 1.1947e-01) <  5.6630e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #22:
             "peak-rpm" and will be stored as attribute #30.
   Attribute #30, "Log peak-rpm":
      [  8.3309e+00 < ( 8.5376e+00 : 8.8318e-03) <  8.7948e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #25:
             "price" and will be stored as attribute #31.
   Attribute #31, "Log price":
      [  8.5405e+00 < ( 9.3501e+00 : 2.5100e-01) <  1.0723e+01 ]
ADVISORY[2]: log_transform is being applied to attribute #9:
             "wheel-base" and will be stored as attribute #32.
   Attribute #32, "Log wheel-base":
      [  4.4613e+00 < ( 4.5909e+00 : 3.5069e-03) <  4.7950e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #10:
             "length" and will be stored as attribute #33.
   Attribute #33, "Log length":
      [  4.9495e+00 < ( 5.1568e+00 : 5.0053e-03) <  5.3380e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #11:
             "width" and will be stored as attribute #34.
   Attribute #34, "Log width":
      [  4.0993e+00 < ( 4.1877e+00 : 1.0268e-03) <  4.2808e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #12:
             "height" and will be stored as attribute #35.
   Attribute #35, "Log height":
      [  3.8670e+00 < ( 3.9828e+00 : 2.0614e-03) <  4.0910e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #13:
             "curb-weight" and will be stored as attribute #36.
   Attribute #36, "Log curb-weight":
      [  7.3052e+00 < ( 7.8262e+00 : 3.8996e-02) <  8.3104e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #16:
             "engine-size" and will be stored as attribute #37.
   Attribute #37, "Log engine-size":
      [  4.1109e+00 < ( 4.8002e+00 : 7.9679e-02) <  5.7869e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #20:
             "compression-ratio" and will be stored as attribute #38.
   Attribute #38, "Log compression-ratio":
      [  1.9459e+00 < ( 2.2674e+00 : 7.9267e-02) <  3.1355e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #23:
             "city-mpg" and will be stored as attribute #39.
   Attribute #39, "Log city-mpg":
      [  2.5649e+00 < ( 3.1948e+00 : 6.5718e-02) <  3.8918e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #24:
             "highway-mpg" and will be stored as attribute #40.
   Attribute #40, "Log highway-mpg":
      [  2.7726e+00 < ( 3.4011e+00 : 5.0072e-02) <  3.9890e+00 ]

############ Input Check Concluded ##############

WELCOME TO AUTOCLASS.
  1) Each time I have finished a new 'trial', or attempt to find a good
     classification, I will print the number of classes that trial
     started and ended with, such as 9->7.
  2) If that trial results in a duplicate of a previous run, I will print
     'dup' first.
  3) If that trial results in a classification better than any previous, 
     I will print 'best' first.
  4) If more than 30 seconds have passed since the last report, and a new
     classification has been found which is better than any previous ones,
     I will report on that classification and on the status of the search
     so far.
  5) This report will include an estimate of the time it will take to find
     another even better classification, and how much better that will be.
     In addition, I will estimate a lower bound on how long it might take to
     find the very best classification, and how much better that might be.
  6) If you are warned about too much time in overhead, you may want to
     change the parameters n_save, min_save_period, min_report_period, or
     min_checkpoint_period.
  7) To quit searching, type a 'q', hit <return>, and wait.  Otherwise I'll
     go on until I complete trial number (12).
  8) If needed, every 30 minutes I will save the best 2 classifications
     so far to file: 
     /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.results-bin
     and a description of the search to file:
     /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.search
  9) A record of this search will be printed to file:
     /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.log

BEGINNING SEARCH at Mon Jun 11 10:08:23 2001

[j_in=2]  [cs-3: cycles 13] best2->2(1) [j_in=3]  [cs-3: cycles 11] best3->3(2) [j_in=5]  [cs-3: cycles 31] best5->5(3) [j_in=7]  [cs-3: cycles 27] best7->7(4) [j_in=10]  [cs-3: cycles 50] 10->10(5) [j_in=15]  [cs-3: cycles 18] 15->14(6) [j_in=25]  [cs-3: cycles 8] 25->21(7) [j_in=1]  [cs-3: cycles 4] 1->1(8) [j_in=13]  [cs-3: cycles 27] 13->13(9) [j_in=15]  [cs-3: cycles 19] best15->15(10) [j_in=10]  [cs-3: cycles 13] 10->10(11) [j_in=6]  [cs-3: cycles 43] 6->6(12) 


ENDING SEARCH because max number of tries reached at Mon Jun 11 10:08:26 2001
  after a total of 12 tries over 4 seconds
A log of this search is in file:
 /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.log
The search results are stored in file:
 /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.results-bin
This search can be restarted by having "force_new_search_p = false" in file:
 /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.s-params
 and reinvoking the "autoclass -search ..." form

------------------  SUMMARY OF 10 BEST RESULTS  ------------------
PROBABILITY  exp(-16410.967) N_CLASSES  15 FOUND ON TRY   10 *SAVED*
PROBABILITY  exp(-16437.588) N_CLASSES   7 FOUND ON TRY    4 *SAVED*
PROBABILITY  exp(-16476.523) N_CLASSES   5 FOUND ON TRY    3
PROBABILITY  exp(-16512.283) N_CLASSES  10 FOUND ON TRY    5
PROBABILITY  exp(-16514.296) N_CLASSES   6 FOUND ON TRY   12
PROBABILITY  exp(-16549.938) N_CLASSES  21 FOUND ON TRY    7
PROBABILITY  exp(-16583.874) N_CLASSES  10 FOUND ON TRY   11
PROBABILITY  exp(-16639.164) N_CLASSES  14 FOUND ON TRY    6
PROBABILITY  exp(-16641.226) N_CLASSES  13 FOUND ON TRY    9
PROBABILITY  exp(-16844.588) N_CLASSES   3 FOUND ON TRY    2

------------------  SUMMARY OF TRY CONVERGENCE  ------------------
try   10    num_cycles   19    max_cycles  200    convergent
try    4    num_cycles   27    max_cycles  200    convergent
try    3    num_cycles   31    max_cycles  200    convergent
try    5    num_cycles   50    max_cycles  200    convergent
try   12    num_cycles   43    max_cycles  200    convergent
try    7    num_cycles    8    max_cycles  200    convergent
try   11    num_cycles   13    max_cycles  200    convergent
try    6    num_cycles   18    max_cycles  200    convergent
try    9    num_cycles   27    max_cycles  200    convergent
try    2    num_cycles   11    max_cycles  200    convergent

AUTOCLASS C (version 3.3.4unx) STOPPING at Mon Jun 11 10:08:26 2001 


AUTOCLASS C (version 3.3.4unx) STARTING at Mon Jun 11 10:08:49 2001 

AUTOCLASS -SEARCH default parameters:
rel_error=1.000000e-02; start_j_list=(2,3,5,7,10,15,25); n_classes_fn_type="random_ln_normal"; fixed_j=0; min_report_period=30; max_duration=0; max_n_tries=0; n_save=2; log_file_p=true; search_file_p=true; results_file_p=true; min_save_period=1800; max_n_store=10; n_final_summary=10; start_fn_type="random"; try_fn_type="converge_search_3"; initial_cycles_p=true; save_compact_p=true; read_compact_p=true; randomize_random_p=true; n_data=0; halt_range=5.000000e-01; halt_factor=1.000000e-04; rel_delta_range=2.500000e-03; n_average=3; cs4_delta_range=2.500000e-03; sigma_beta_n_values=6; max_cycles=200; converge_print_p=false; force_new_search_p=true; checkpoint_p=false; min_checkpoint_period=10800; reconverge_type=""; screen_output_p=true; interactive_p=true; break_on_warnings_p=true; free_storage_p=true

USER supplied parameters which override the defaults:
max_n_tries=10; force_new_search_p=false

ADVISORY[2]: read 26 attribute defs from 
             /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.hd2
ADVISORY[1]: read 205 datum from 
             /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.db2
ADVISORY: loaded 2 classifications from 
          /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.results-bin
ADVISORY: read 12 search trials from 
          /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.search

ADVISORY: start_j_list=(2,3,5,7,10,15,25) has been overridden by ()
          from /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.search


WELCOME TO AUTOCLASS.
  1) Each time I have finished a new 'trial', or attempt to find a good
     classification, I will print the number of classes that trial
     started and ended with, such as 9->7.
  2) If that trial results in a duplicate of a previous run, I will print
     'dup' first.
  3) If that trial results in a classification better than any previous, 
     I will print 'best' first.
  4) If more than 30 seconds have passed since the last report, and a new
     classification has been found which is better than any previous ones,
     I will report on that classification and on the status of the search
     so far.
  5) This report will include an estimate of the time it will take to find
     another even better classification, and how much better that will be.
     In addition, I will estimate a lower bound on how long it might take to
     find the very best classification, and how much better that might be.
  6) If you are warned about too much time in overhead, you may want to
     change the parameters n_save, min_save_period, min_report_period, or
     min_checkpoint_period.
  7) To quit searching, type a 'q', hit <return>, and wait.  Otherwise I'll
     go on until I complete trial number (22).
  8) If needed, every 30 minutes I will save the best 2 classifications
     so far to file: 
     /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.results-bin
     and a description of the search to file:
     /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.search
  9) A record of this search will be printed to file:
     /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.log

RESTARTING SEARCH at Mon Jun 11 10:08:49 2001

[j_in=7]  [cs-3: cycles 40] 7->7(13) [j_in=9]  [cs-3: cycles 29] 9->9(14) [j_in=7]  [cs-3: cycles 96] 7->7(15) [j_in=4]  [cs-3: cycles 29] 4->4(16) [j_in=3]  [cs-3: cycles 33] 3->3(17) [j_in=8]  [cs-3: cycles 38] 8->8(18) [j_in=9]  [cs-3: cycles 31] best9->9(19) [j_in=12]  [cs-3: cycles 16] 12->11(20) [j_in=11]  [cs-3: cycles 11] best11->10(21) [j_in=8]  [cs-3: cycles 30] 8->8(22) 


ENDING SEARCH because max number of tries reached at Mon Jun 11 10:08:53 2001
  after a total of 22 tries over 9 seconds
This invocation of "autoclass -search" took 4 seconds
A log of this search is in file:
 /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.log
The search results are stored in file:
 /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.results-bin
This search can be restarted by having "force_new_search_p = false" in file:
 /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.s-params
 and reinvoking the "autoclass -search ..." form

------------------  SUMMARY OF 10 BEST RESULTS  ------------------
PROBABILITY  exp(-16347.467) N_CLASSES  10 FOUND ON TRY   21 *SAVED*
PROBABILITY  exp(-16376.557) N_CLASSES   9 FOUND ON TRY   19 *SAVED*
PROBABILITY  exp(-16384.448) N_CLASSES   8 FOUND ON TRY   22
PROBABILITY  exp(-16410.967) N_CLASSES  15 FOUND ON TRY   10
PROBABILITY  exp(-16411.990) N_CLASSES  11 FOUND ON TRY   20
PROBABILITY  exp(-16437.588) N_CLASSES   7 FOUND ON TRY    4
PROBABILITY  exp(-16467.782) N_CLASSES   9 FOUND ON TRY   14
PROBABILITY  exp(-16476.523) N_CLASSES   5 FOUND ON TRY    3
PROBABILITY  exp(-16494.730) N_CLASSES   8 FOUND ON TRY   18
PROBABILITY  exp(-16505.551) N_CLASSES   7 FOUND ON TRY   15

------------------  SUMMARY OF TRY CONVERGENCE  ------------------
try   21    num_cycles   11    max_cycles  200    convergent
try   19    num_cycles   31    max_cycles  200    convergent
try   22    num_cycles   30    max_cycles  200    convergent
try   10    num_cycles   19    max_cycles  200    convergent
try   20    num_cycles   16    max_cycles  200    convergent
try    4    num_cycles   27    max_cycles  200    convergent
try   14    num_cycles   29    max_cycles  200    convergent
try    3    num_cycles   31    max_cycles  200    convergent
try   18    num_cycles   38    max_cycles  200    convergent
try   15    num_cycles   96    max_cycles  200    convergent

AUTOCLASS C (version 3.3.4unx) STOPPING at Mon Jun 11 10:08:53 2001 


AUTOCLASS C (version 3.3.4unx) STARTING at Mon Jun 11 10:13:51 2001 

AUTOCLASS -SEARCH default parameters:
rel_error=1.000000e-02; start_j_list=(2,3,5,7,10,15,25); n_classes_fn_type="random_ln_normal"; fixed_j=0; min_report_period=30; max_duration=0; max_n_tries=0; n_save=2; log_file_p=true; search_file_p=true; results_file_p=true; min_save_period=1800; max_n_store=10; n_final_summary=10; start_fn_type="random"; try_fn_type="converge_search_3"; initial_cycles_p=true; save_compact_p=true; read_compact_p=true; randomize_random_p=true; n_data=0; halt_range=5.000000e-01; halt_factor=1.000000e-04; rel_delta_range=2.500000e-03; n_average=3; cs4_delta_range=2.500000e-03; sigma_beta_n_values=6; max_cycles=200; converge_print_p=false; force_new_search_p=true; checkpoint_p=false; min_checkpoint_period=10800; reconverge_type=""; screen_output_p=true; interactive_p=true; break_on_warnings_p=true; free_storage_p=true

USER supplied parameters which override the defaults:
max_duration=120; force_new_search_p=false

ADVISORY[2]: read 26 attribute defs from 
             /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.hd2
ADVISORY[1]: read 205 datum from 
             /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.db2
ADVISORY: loaded 2 classifications from 
          /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.results-bin
ADVISORY: read 22 search trials from 
          /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.search

ADVISORY: start_j_list=(2,3,5,7,10,15,25) has been overridden by ()
          from /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.search


WELCOME TO AUTOCLASS.
  1) Each time I have finished a new 'trial', or attempt to find a good
     classification, I will print the number of classes that trial
     started and ended with, such as 9->7.
  2) If that trial results in a duplicate of a previous run, I will print
     'dup' first.
  3) If that trial results in a classification better than any previous, 
     I will print 'best' first.
  4) If more than 30 seconds have passed since the last report, and a new
     classification has been found which is better than any previous ones,
     I will report on that classification and on the status of the search
     so far.
  5) This report will include an estimate of the time it will take to find
     another even better classification, and how much better that will be.
     In addition, I will estimate a lower bound on how long it might take to
     find the very best classification, and how much better that might be.
  6) If you are warned about too much time in overhead, you may want to
     change the parameters n_save, min_save_period, min_report_period, or
     min_checkpoint_period.
  7) To quit searching, type a 'q', hit <return>, and wait.  Otherwise I'll
     go on until Mon Jun 11 10:15:51 2001.
  8) If needed, every 30 minutes I will save the best 2 classifications
     so far to file: 
     /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.results-bin
     and a description of the search to file:
     /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.search
  9) A record of this search will be printed to file:
     /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.log

RESTARTING SEARCH at Mon Jun 11 10:13:51 2001

[j_in=9]  [cs-3: cycles 15] 9->9(23) [j_in=11]  [cs-3: cycles 24] 11->10(24) [j_in=12]  [cs-3: cycles 12] 12->12(25) [j_in=17]  [cs-3: cycles 12] 17->16(26) [j_in=7]  [cs-3: cycles 16] 7->7(27) [j_in=13]  [cs-3: cycles 10] 13->13(28) [j_in=13]  [cs-3: cycles 10] 13->13(29) [j_in=13]  [cs-3: cycles 13] 13->13(30) [j_in=8]  [cs-3: cycles 15] 8->8(31) [j_in=10]  [cs-3: cycles 25] 10->10(32) [j_in=18]  [cs-3: cycles 28] best18->17(33) [j_in=8]  [cs-3: cycles 16] 8->8(34) [j_in=12]  [cs-3: cycles 18] 12->12(35) [j_in=15]  [cs-3: cycles 22] 15->15(36) [j_in=14]  [cs-3: cycles 13] 14->13(37) [j_in=15]  [cs-3: cycles 14] 15->14(38) [j_in=15]  [cs-3: cycles 14] dup15->14(39) [j_in=15]  [cs-3: cycles 14] dup15->14(40) [j_in=15]  [cs-3: cycles 35] 15->14(41) [j_in=16]  [cs-3: cycles 35] dup16->14(42) [j_in=11]  [cs-3: cycles 38] 11->10(43) [j_in=8]  [cs-3: cycles 16] 8->8(44) [j_in=15]  [cs-3: cycles 14] 15->13(45) [j_in=10]  [cs-3: cycles 30] 10->10(46) [j_in=17]  [cs-3: cycles 11] 17->17(47) [j_in=13]  [cs-3: cycles 23] 13->13(48) [j_in=14]  [cs-3: cycles 23] 14->14(49) [j_in=12]  [cs-3: cycles 31] 12->12(50) [j_in=11]  [cs-3: cycles 24] 11->11(51) [j_in=19]  [cs-3: cycles 26] 19->18(52) [j_in=18]  [cs-3: cycles 14] 18->17(53) [j_in=15]  [cs-3: cycles 31] 15->15(54) [j_in=20]  [cs-3: cycles 16] 20->20(55) [j_in=15]  [cs-3: cycles 18] 15->15(56) [j_in=15]  [cs-3: cycles 18] dup15->15(57) [j_in=15]  [cs-3: cycles 14] 15->14(58) [j_in=20]  [cs-3: cycles 15] 20->18(59) [j_in=14]  [cs-3: cycles 15] 14->13(60) [j_in=14]  [cs-3: cycles 43] 14->14(61) [j_in=15]  [cs-3: cycles 26] 15->14(62) [j_in=17]  [cs-3: cycles 13] 17->16(63) [j_in=14]  [cs-3: cycles 16] 14->14(64) [j_in=16]  [cs-3: cycles 14] 16->16(65) [j_in=22]  [cs-3: cycles 11] 22->20(66) [j_in=20]  [cs-3: cycles 15] 20->19(67) [j_in=14]  [cs-3: cycles 17] 14->14(68) [j_in=13]  [cs-3: cycles 17] 13->13(69) [j_in=15]  [cs-3: cycles 7] best15->15(70) [j_in=14]  [cs-3: cycles 38] 14->14(71) [j_in=14]  [cs-3: cycles 38] 14->14(72) [j_in=14]  [cs-3: cycles 16] best14->13(73) [j_in=13]  [cs-3: cycles 19] 13->12(74) [j_in=17]  [cs-3: cycles 16] best17->15(75) [j_in=13]  [cs-3: cycles 38] best13->12(76) [j_in=17]  [cs-3: cycles 11] 17->16(77) [j_in=13]  [cs-3: cycles 38] dup13->12(78) [j_in=17]  [cs-3: cycles 13] 17->15(79) [j_in=15]  [cs-3: cycles 13] 15->14(80) [j_in=19]  [cs-3: cycles 13] 19->17(81) [j_in=17]  [cs-3: cycles 9] 17->15(82) [j_in=15]  [cs-3: cycles 16] 15->14(83) [j_in=14]  [cs-3: cycles 11] 14->14(84) [j_in=17]  [cs-3: cycles 9] dup17->15(85) [j_in=15]  [cs-3: cycles 7] 15->15(86) [j_in=15]  [cs-3: cycles 7] 15->15(87) [j_in=15]  [cs-3: cycles 7] 15->15(88) [j_in=15]  [cs-3: cycles 7] 15->15(89) [j_in=15]  [cs-3: cycles 7] 15->15(90) [j_in=15]  [cs-3: cycles 7] 15->15(91) [j_in=15]  [cs-3: cycles 7] 15->15(92) [j_in=15]  [cs-3: cycles 13] 15->15(93) [j_in=11]  [cs-3: cycles 22] 11->11(94) [j_in=15]  [cs-3: cycles 13] 15->15(95) [j_in=11]  [cs-3: cycles 22] 11->11(96) [j_in=15]  [cs-3: cycles 13] 15->15(97) [j_in=14]  [cs-3: cycles 34] 14->14(98) [j_in=16]  [cs-3: cycles 13] 16->16(99) [j_in=15]  [cs-3: cycles 9] 15->15(100) [j_in=15]  [cs-3: cycles 9] 15->15(101) [j_in=15]  [cs-3: cycles 9] 15->15(102) [j_in=15]  [cs-3: cycles 9] 15->15(103) [j_in=15]  [cs-3: cycles 9] 15->15(104) [j_in=15]  [cs-3: cycles 23] 15->15(105) [j_in=13]  [cs-3: cycles 19] 13->13(106) [j_in=11]  [cs-3: cycles 18] 11->11(107) [j_in=17]  [cs-3: cycles 27] 17->17(108) [j_in=15]  [cs-3: cycles 17] 15->15(109) [j_in=15]  [cs-3: cycles 17] 15->15(110) [j_in=15]  [cs-3: cycles 12] 15->15(111) [j_in=18]  [cs-3: cycles 16] 18->18(112) [j_in=15]  [cs-3: cycles 12] 15->15(113) [j_in=18]  [cs-3: cycles 16] 18->18(114) [j_in=15]  [cs-3: cycles 17] 15->14(115) [j_in=15]  [cs-3: cycles 17] 15->14(116) [j_in=15]  [cs-3: cycles 17] 15->14(117) [j_in=15]  [cs-3: cycles 25] 15->15(118) [j_in=15]  [cs-3: cycles 25] 15->15(119) [j_in=15]  [cs-3: cycles 25] 15->15(120) [j_in=15]  [cs-3: cycles 12] 15->15(121) [j_in=17]  [cs-3: cycles 12] 17->16(122) [j_in=16]  [cs-3: cycles 12] 16->16(123) [j_in=16]  [cs-3: cycles 12] 16->16(124) [j_in=15]  [cs-3: cycles 11] 15->15(125) [j_in=14]  [cs-3: cycles 15] 14->14(126) [j_in=15]  [cs-3: cycles 11] 15->15(127) [j_in=14]  [cs-3: cycles 15] 14->14(128) 

----------------  NEW BEST CLASSIFICATION FOUND on try 76  -------------
It has 12 CLASSES with WEIGHTS 30 24 24 22 21 20 17 13 12 9 7 6
PROBABILITY of both the data and the classification = exp(-16211.601)
(Also found 75 other better than last report.)

-----------  SEARCH STATUS as of Mon Jun 11 10:14:22 2001  -----------
It just took 31 seconds since beginning.
Estimate < 40 seconds to find a classification
  exp(22.5) [= 5.9e+09] times more probable.
Estimate >> 7 seconds to find the very best classification,
 which may be exp(0.0) to exp(3800.8) times more probable.
Have seen 122 of the estimated > 144 possible classifications (based on 6
 duplicates do far).
Log-Normal fit to classifications probabilities has M(ean) -16460.8,
 S(igma) 90.0
Choosing initial n-classes randomly from a log_normal [M-S, M, M+S] = 
 [12.5, 14.6, 16.9]
Overhead time is 7.3 % of total search time
WARNING: You may be running out of peaks to find.  Estimates are too 
 optimistic

[j_in=16]  [cs-3: cycles 29] 16->16(129) [j_in=17]  [cs-3: cycles 31] 17->17(130) [j_in=14]  [cs-3: cycles 29] 14->14(131) [j_in=21]  [cs-3: cycles 14] 21->21(132) [j_in=17]  [cs-3: cycles 13] 17->17(133) [j_in=15]  [cs-3: cycles 19] 15->15(134) [j_in=16]  [cs-3: cycles 20] 16->16(135) [j_in=14]  [cs-3: cycles 19] 14->14(136) [j_in=16]  [cs-3: cycles 22] 16->16(137) [j_in=19]  [cs-3: cycles 17] 19->19(138) [j_in=14]  [cs-3: cycles 11] 14->14(139) [j_in=15]  [cs-3: cycles 12] 15->15(140) [j_in=14]  [cs-3: cycles 11] dup14->14(141) [j_in=15]  [cs-3: cycles 12] dup15->15(142) [j_in=14]  [cs-3: cycles 11] dup14->14(143) [j_in=15]  [cs-3: cycles 29] 15->15(144) [j_in=18]  [cs-3: cycles 12] 18->18(145) [j_in=13]  [cs-3: cycles 11] 13->13(146) [j_in=12]  [cs-3: cycles 13] 12->11(147) [j_in=17]  [cs-3: cycles 17] 17->16(148) [j_in=15]  [cs-3: cycles 20] 15->14(149) [j_in=16]  [cs-3: cycles 18] 16->15(150) [j_in=20]  [cs-3: cycles 13] 20->17(151) [j_in=16]  [cs-3: cycles 20] 16->15(152) [j_in=16]  [cs-3: cycles 20] dup16->15(153) [j_in=16]  [cs-3: cycles 14] 16->15(154) [j_in=17]  [cs-3: cycles 14] 17->16(155) [j_in=15]  [cs-3: cycles 14] 15->14(156) [j_in=15]  [cs-3: cycles 14] 15->14(157) [j_in=15]  [cs-3: cycles 9] 15->15(158) [j_in=14]  [cs-3: cycles 20] 14->14(159) [j_in=16]  [cs-3: cycles 9] 16->16(160) [j_in=15]  [cs-3: cycles 9] 15->15(161) [j_in=14]  [cs-3: cycles 26] 14->12(162) [j_in=15]  [cs-3: cycles 22] 15->13(163) [j_in=12]  [cs-3: cycles 19] 12->11(164) [j_in=14]  [cs-3: cycles 9] 14->14(165) [j_in=16]  [cs-3: cycles 15] 16->16(166) [j_in=15]  [cs-3: cycles 14] 15->15(167) [j_in=18]  [cs-3: cycles 14] 18->18(168) [j_in=13]  [cs-3: cycles 14] 13->12(169) [j_in=13]  [cs-3: cycles 14] 13->12(170) [j_in=13]  [cs-3: cycles 14] 13->12(171) [j_in=13]  [cs-3: cycles 14] 13->12(172) [j_in=13]  [cs-3: cycles 14] 13->12(173) [j_in=13]  [cs-3: cycles 23] 13->13(174) [j_in=13]  [cs-3: cycles 23] 13->13(175) [j_in=13]  [cs-3: cycles 23] 13->13(176) [j_in=13]  [cs-3: cycles 47] 13->12(177) [j_in=15]  [cs-3: cycles 19] 15->14(178) [j_in=17]  [cs-3: cycles 14] 17->16(179) [j_in=16]  [cs-3: cycles 17] 16->15(180) [j_in=14]  [cs-3: cycles 22] 14->13(181) [j_in=16]  [cs-3: cycles 12] 16->16(182) [j_in=13]  [cs-3: cycles 41] 13->13(183) [j_in=15]  [cs-3: cycles 12] 15->15(184) [j_in=14]  [cs-3: cycles 12] 14->14(185) [j_in=15]  [cs-3: cycles 20] 15->15(186) [j_in=16]  [cs-3: cycles 21] 16->16(187) [j_in=16]  [cs-3: cycles 13] 16->16(188) [j_in=15]  [cs-3: cycles 13] 15->15(189) [j_in=13]  [cs-3: cycles 24] 13->13(190) [j_in=15]  [cs-3: cycles 9] 15->15(191) [j_in=17]  [cs-3: cycles 9] 17->17(192) [j_in=16]  [cs-3: cycles 9] 16->16(193) [j_in=15]  [cs-3: cycles 9] 15->15(194) [j_in=17]  [cs-3: cycles 9] 17->17(195) [j_in=16]  [cs-3: cycles 9] dup16->16(196) [j_in=15]  [cs-3: cycles 20] 15->15(197) [j_in=15]  [cs-3: cycles 20] 15->15(198) [j_in=15]  [cs-3: cycles 20] 15->15(199) [j_in=15]  [cs-3: cycles 43] 15->15(200) [j_in=15]  [cs-3: cycles 43] 15->15(201) [j_in=15]  [cs-3: cycles 20] 15->15(202) [j_in=17]  [cs-3: cycles 11] 17->16(203) [j_in=15]  [cs-3: cycles 13] 15->15(204) [j_in=17]  [cs-3: cycles 13] 17->17(205) [j_in=16]  [cs-3: cycles 13] 16->16(206) [j_in=16]  [cs-3: cycles 13] 16->16(207) [j_in=16]  [cs-3: cycles 12] 16->16(208) [j_in=15]  [cs-3: cycles 12] 15->15(209) [j_in=15]  [cs-3: cycles 12] dup15->15(210) [j_in=15]  [cs-3: cycles 12] dup15->15(211) [j_in=15]  [cs-3: cycles 15] 15->13(212) [j_in=14]  [cs-3: cycles 15] 14->14(213) [j_in=14]  [cs-3: cycles 15] 14->14(214) [j_in=14]  [cs-3: cycles 15] 14->14(215) [j_in=14]  [cs-3: cycles 21] 14->13(216) [j_in=16]  [cs-3: cycles 26] 16->15(217) [j_in=15]  [cs-3: cycles 26] 15->14(218) [j_in=15]  [cs-3: cycles 33] 15->15(219) [j_in=16]  [cs-3: cycles 14] 16->16(220) [j_in=14]  [cs-3: cycles 18] 14->14(221) [j_in=13]  [cs-3: cycles 24] 13->13(222) [j_in=16]  [cs-3: cycles 13] 16->16(223) [j_in=15]  [cs-3: cycles 12] 15->15(224) [j_in=14]  [cs-3: cycles 14] 14->14(225) [j_in=13]  [cs-3: cycles 15] 13->13(226) [j_in=17]  [cs-3: cycles 13] 17->16(227) [j_in=16]  [cs-3: cycles 13] 16->16(228) [j_in=15]  [cs-3: cycles 23] 15->15(229) [j_in=15]  [cs-3: cycles 23] 15->15(230) [j_in=15]  [cs-3: cycles 14] 15->14(231) [j_in=17]  [cs-3: cycles 21] 17->16(232) [j_in=12]  [cs-3: cycles 19] 12->12(233) [j_in=15]  [cs-3: cycles 14] 15->14(234) [j_in=17]  [cs-3: cycles 20] 17->16(235) [j_in=14]  [cs-3: cycles 14] 14->14(236) [j_in=17]  [cs-3: cycles 20] 17->16(237) [j_in=14]  [cs-3: cycles 10] 14->14(238) [j_in=15]  [cs-3: cycles 12] 15->15(239) [j_in=16]  [cs-3: cycles 13] 16->16(240) [j_in=15]  [cs-3: cycles 12] 15->15(241) [j_in=16]  [cs-3: cycles 29] 16->16(242) [j_in=16]  [cs-3: cycles 29] 16->16(243) [j_in=16]  [cs-3: cycles 25] 16->16(244) [j_in=14]  [cs-3: cycles 16] 14->14(245) [j_in=19]  [cs-3: cycles 24] 19->19(246) [j_in=15]  [cs-3: cycles 24] 15->14(247) [j_in=15]  [cs-3: cycles 24] 15->14(248) [j_in=15]  [cs-3: cycles 21] 15->14(249) [j_in=16]  [cs-3: cycles 20] 16->15(250) [j_in=15]  [cs-3: cycles 21] 15->14(251) [j_in=16]  [cs-3: cycles 9] 16->16(252) [j_in=17]  [cs-3: cycles 10] 17->17(253) [j_in=19]  [cs-3: cycles 15] 19->19(254) [j_in=16]  [cs-3: cycles 9] 16->16(255) [j_in=17]  [cs-3: cycles 23] 17->16(256) [j_in=19]  [cs-3: cycles 15] 19->18(257) [j_in=16]  [cs-3: cycles 22] 16->15(258) [j_in=18]  [cs-3: cycles 8] 18->16(259) [j_in=18]  [cs-3: cycles 8] 18->16(260) [j_in=18]  [cs-3: cycles 8] 18->16(261) [j_in=18]  [cs-3: cycles 8] 18->16(262) [j_in=18]  [cs-3: cycles 8] 18->16(263) [j_in=18]  [cs-3: cycles 11] 18->18(264) [j_in=16]  [cs-3: cycles 22] 16->16(265) [j_in=19]  [cs-3: cycles 20] 19->19(266) [j_in=15]  [cs-3: cycles 31] 15->15(267) [j_in=16]  [cs-3: cycles 13] 16->16(268) [j_in=17]  [cs-3: cycles 19] 17->17(269) [j_in=14]  [cs-3: cycles 20] 14->14(270) [j_in=17]  [cs-3: cycles 48] 17->17(271) [j_in=18]  [cs-3: cycles 9] 18->18(272) [j_in=18]  [cs-3: cycles 9] 18->18(273) [j_in=18]  [cs-3: cycles 9] 18->18(274) [j_in=18]  [cs-3: cycles 13] 18->17(275) [j_in=16]  [cs-3: cycles 21] 16->16(276) [j_in=18]  [cs-3: cycles 13] 18->17(277) [j_in=16]  [cs-3: cycles 21] 16->16(278) [j_in=18]  [cs-3: cycles 20] 18->18(279) [j_in=14]  [cs-3: cycles 12] 14->14(280) [j_in=15]  [cs-3: cycles 19] 15->15(281) [j_in=14]  [cs-3: cycles 30] 14->14(282) [j_in=15]  [cs-3: cycles 30] 15->15(283) [j_in=16]  [cs-3: cycles 18] 16->16(284) [j_in=16]  [cs-3: cycles 18] 16->16(285) [j_in=16]  [cs-3: cycles 18] 16->16(286) [j_in=16]  [cs-3: cycles 17] 16->16(287) [j_in=15]  [cs-3: cycles 17] 15->15(288) [j_in=17]  [cs-3: cycles 14] 17->17(289) [j_in=12]  [cs-3: cycles 17] 12->11(290) [j_in=15]  [cs-3: cycles 13] 15->14(291) [j_in=15]  [cs-3: cycles 13] 15->14(292) [j_in=15]  [cs-3: cycles 13] 15->14(293) [j_in=15]  [cs-3: cycles 27] 15->15(294) [j_in=16]  [cs-3: cycles 27] 16->15(295) [j_in=15]  [cs-3: cycles 9] 15->15(296) [j_in=18]  [cs-3: cycles 21] 18->18(297) [j_in=14]  [cs-3: cycles 12] 14->14(298) [j_in=12]  [cs-3: cycles 13] 12->12(299) [j_in=17]  [cs-3: cycles 13] 17->17(300) [j_in=19]  [cs-3: cycles 15] 19->19(301) [j_in=14]  [cs-3: cycles 28] 14->14(302) [j_in=14]  [cs-3: cycles 18] 14->14(303) [j_in=15]  [cs-3: cycles 22] 15->15(304) [j_in=16]  [cs-3: cycles 22] 16->16(305) [j_in=15]  [cs-3: cycles 15] 15->15(306) [j_in=18]  [cs-3: cycles 26] 18->17(307) [j_in=16]  [cs-3: cycles 9] 16->16(308) [j_in=19]  [cs-3: cycles 41] 19->18(309) [j_in=19]  [cs-3: cycles 41] 19->18(310) [j_in=19]  [cs-3: cycles 13] 19->18(311) [j_in=17]  [cs-3: cycles 9] 17->17(312) [j_in=16]  [cs-3: cycles 22] 16->16(313) [j_in=16]  [cs-3: cycles 22] 16->16(314) [j_in=16]  [cs-3: cycles 22] 16->16(315) [j_in=16]  [cs-3: cycles 17] 16->15(316) [j_in=16]  [cs-3: cycles 17] 16->15(317) [j_in=16]  [cs-3: cycles 16] 16->16(318) [j_in=16]  [cs-3: cycles 16] 16->16(319) [j_in=16]  [cs-3: cycles 16] 16->16(320) [j_in=16]  [cs-3: cycles 16] 16->16(321) [j_in=16]  [cs-3: cycles 14] 16->15(322) [j_in=16]  [cs-3: cycles 14] 16->15(323) [j_in=16]  [cs-3: cycles 14] 16->15(324) [j_in=16]  [cs-3: cycles 14] 16->15(325) [j_in=16]  [cs-3: cycles 10] 16->15(326) [j_in=16]  [cs-3: cycles 10] 16->15(327) [j_in=16]  [cs-3: cycles 10] 16->15(328) [j_in=16]  [cs-3: cycles 10] 16->15(329) [j_in=16]  [cs-3: cycles 14] 16->16(330) [j_in=16]  [cs-3: cycles 14] 16->16(331) [j_in=16]  [cs-3: cycles 14] 16->16(332) [j_in=16]  [cs-3: cycles 14] 16->16(333) [j_in=16]  [cs-3: cycles 23] 16->14(334) [j_in=16]  [cs-3: cycles 23] 16->14(335) [j_in=16]  [cs-3: cycles 23] 16->14(336) [j_in=16]  [cs-3: cycles 33] 16->14(337) [j_in=13]  [cs-3: cycles 21] 13->12(338) [j_in=14]  [cs-3: cycles 32] 14->14(339) [j_in=18]  [cs-3: cycles 13] 18->18(340) [j_in=18]  [cs-3: cycles 13] 18->18(341) [j_in=18]  [cs-3: cycles 12] 18->18(342) [j_in=17]  [cs-3: cycles 18] 17->17(343) [j_in=16]  [cs-3: cycles 18] 16->16(344) [j_in=13]  [cs-3: cycles 12] 13->13(345) [j_in=13]  [cs-3: cycles 12] 13->13(346) [j_in=13]  [cs-3: cycles 12] 13->13(347) [j_in=13]  [cs-3: cycles 12] 13->13(348) [j_in=13]  [cs-3: cycles 12] 13->13(349) [j_in=13]  [cs-3: cycles 23] 13->13(350) [j_in=14]  [cs-3: cycles 16] 14->13(351) [j_in=14]  [cs-3: cycles 16] dup14->13(352) [j_in=14]  [cs-3: cycles 16] dup14->13(353) [j_in=14]  [cs-3: cycles 28] 14->14(354) [j_in=17]  [cs-3: cycles 17] 17->17(355) [j_in=15]  [cs-3: cycles 20] 15->15(356) [j_in=15]  [cs-3: cycles 20] 15->15(357) [j_in=15]  [cs-3: cycles 20] 15->15(358) [j_in=15]  [cs-3: cycles 13] 15->15(359) [j_in=16]  [cs-3: cycles 17] 16->16(360) [j_in=17]  [cs-3: cycles 13] 17->17(361) [j_in=16]  [cs-3: cycles 17] 16->16(362) [j_in=17]  [cs-3: cycles 16] 17->17(363) [j_in=15]  [cs-3: cycles 12] 15->15(364) [j_in=16]  [cs-3: cycles 18] 16->16(365) [j_in=16]  [cs-3: cycles 15] 16->15(366) [j_in=14]  [cs-3: cycles 15] 14->13(367) [j_in=16]  [cs-3: cycles 15] 16->15(368) [j_in=14]  [cs-3: cycles 15] 14->13(369) [j_in=16]  [cs-3: cycles 46] 16->15(370) [j_in=16]  [cs-3: cycles 46] 16->15(371) [j_in=16]  [cs-3: cycles 10] 16->15(372) [j_in=17]  [cs-3: cycles 10] 17->16(373) [j_in=14]  [cs-3: cycles 14] 14->13(374) [j_in=16]  [cs-3: cycles 11] 16->16(375) [j_in=16]  [cs-3: cycles 11] 16->16(376) [j_in=16]  [cs-3: cycles 11] 16->16(377) [j_in=16]  [cs-3: cycles 11] 16->16(378) [j_in=16]  [cs-3: cycles 13] 16->15(379) [j_in=19]  [cs-3: cycles 12] 19->18(380) [j_in=14]  [cs-3: cycles 13] 14->13(381) [j_in=13]  [cs-3: cycles 20] 13->12(382) [j_in=15]  [cs-3: cycles 9] 15->15(383) [j_in=17]  [cs-3: cycles 9] 17->17(384) [j_in=15]  [cs-3: cycles 9] 15->15(385) [j_in=17]  [cs-3: cycles 9] 17->17(386) [j_in=15]  [cs-3: cycles 9] 15->15(387) [j_in=17]  [cs-3: cycles 18] 17->16(388) [j_in=14]  [cs-3: cycles 11] 14->14(389) [j_in=18]  [cs-3: cycles 18] 18->17(390) [j_in=14]  [cs-3: cycles 11] 14->14(391) [j_in=18]  [cs-3: cycles 15] 18->16(392) [j_in=14]  [cs-3: cycles 12] 14->14(393) [j_in=16]  [cs-3: cycles 16] 16->15(394) [j_in=19]  [cs-3: cycles 9] 19->17(395) [j_in=14]  [cs-3: cycles 13] 14->14(396) [j_in=19]  [cs-3: cycles 25] 19->19(397) [j_in=16]  [cs-3: cycles 13] 16->16(398) [j_in=14]  [cs-3: cycles 22] 14->14(399) [j_in=17]  [cs-3: cycles 11] 17->17(400) [j_in=15]  [cs-3: cycles 11] 15->15(401) [j_in=13]  [cs-3: cycles 22] 13->13(402) [j_in=17]  [cs-3: cycles 21] 17->17(403) [j_in=16]  [cs-3: cycles 18] 16->16(404) [j_in=13]  [cs-3: cycles 23] 13->12(405) [j_in=15]  [cs-3: cycles 16] 15->14(406) [j_in=14]  [cs-3: cycles 12] 14->13(407) [j_in=16]  [cs-3: cycles 12] 16->15(408) [j_in=14]  [cs-3: cycles 22] 14->14(409) [j_in=15]  [cs-3: cycles 14] 15->15(410) [j_in=19]  [cs-3: cycles 14] 19->19(411) [j_in=14]  [cs-3: cycles 22] 14->14(412) [j_in=15]  [cs-3: cycles 11] 15->15(413) [j_in=18]  [cs-3: cycles 21] 18->18(414) [j_in=13]  [cs-3: cycles 11] 13->13(415) [j_in=16]  [cs-3: cycles 15] 16->15(416) [j_in=15]  [cs-3: cycles 15] 15->15(417) [j_in=17]  [cs-3: cycles 15] 17->16(418) [j_in=13]  [cs-3: cycles 44] 13->13(419) [j_in=16]  [cs-3: cycles 26] 16->16(420) 


ENDING SEARCH because max duration has expired at Mon Jun 11 10:15:52 2001
  after a total of 420 tries over 2 minutes 11 seconds
This invocation of "autoclass -search" took 2 minutes 1 second
A log of this search is in file:
 /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.log
The search results are stored in file:
 /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.results-bin
This search can be restarted by having "force_new_search_p = false" in file:
 /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.s-params
 and reinvoking the "autoclass -search ..." form

------------------  SUMMARY OF 10 BEST RESULTS  ------------------
PROBABILITY  exp(-16211.601) N_CLASSES  12 FOUND ON TRY   76 DUPS  1 *SAVED*
PROBABILITY  exp(-16216.971) N_CLASSES  13 FOUND ON TRY  351 DUPS  2 *SAVED*
PROBABILITY  exp(-16241.062) N_CLASSES  14 FOUND ON TRY  245
PROBABILITY  exp(-16245.009) N_CLASSES  16 FOUND ON TRY  135
PROBABILITY  exp(-16247.711) N_CLASSES  16 FOUND ON TRY  193 DUPS  1
PROBABILITY  exp(-16247.786) N_CLASSES  13 FOUND ON TRY  183
PROBABILITY  exp(-16248.708) N_CLASSES  16 FOUND ON TRY  208
PROBABILITY  exp(-16254.312) N_CLASSES  15 FOUND ON TRY   75
PROBABILITY  exp(-16254.821) N_CLASSES  17 FOUND ON TRY  133
PROBABILITY  exp(-16255.435) N_CLASSES  15 FOUND ON TRY  258

------------------  SUMMARY OF TRY CONVERGENCE  ------------------
try   76    num_cycles   38    max_cycles  200    convergent
try  351    num_cycles   16    max_cycles  200    convergent
try  245    num_cycles   16    max_cycles  200    convergent
try  135    num_cycles   20    max_cycles  200    convergent
try  193    num_cycles    9    max_cycles  200    convergent
try  183    num_cycles   41    max_cycles  200    convergent
try  208    num_cycles   12    max_cycles  200    convergent
try   75    num_cycles   16    max_cycles  200    convergent
try  133    num_cycles   13    max_cycles  200    convergent
try  258    num_cycles   22    max_cycles  200    convergent

AUTOCLASS C (version 3.3.4unx) STOPPING at Mon Jun 11 10:15:52 2001 


AUTOCLASS C (version 3.3.4unx) STARTING at Mon Jun 11 11:54:25 2001 

AUTOCLASS -SEARCH default parameters:
rel_error=1.000000e-02; start_j_list=(2,3,5,7,10,15,25); n_classes_fn_type="random_ln_normal"; fixed_j=0; min_report_period=30; max_duration=0; max_n_tries=0; n_save=2; log_file_p=true; search_file_p=true; results_file_p=true; min_save_period=1800; max_n_store=10; n_final_summary=10; start_fn_type="random"; try_fn_type="converge_search_3"; initial_cycles_p=true; save_compact_p=true; read_compact_p=true; randomize_random_p=true; n_data=0; halt_range=5.000000e-01; halt_factor=1.000000e-04; rel_delta_range=2.500000e-03; n_average=3; cs4_delta_range=2.500000e-03; sigma_beta_n_values=6; max_cycles=200; converge_print_p=false; force_new_search_p=true; checkpoint_p=false; min_checkpoint_period=10800; reconverge_type=""; screen_output_p=true; interactive_p=true; break_on_warnings_p=true; free_storage_p=true

USER supplied parameters which override the defaults:
max_n_tries=12


##############  Starting Input Check  ###############

To log file: 
   /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.log
During loading of: 
   [1] /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.db2,
   [2] /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.hd2,
   [3] /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.model.

   [Attribute #, value #, and datum # are zero based.]

ADVISORY[2]: data_file_format settings:
             separator_char = ',', comment_char = ';', unknown_token = '?'
ADVISORY[2]: read 26 attribute defs from 
             /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.hd2
ADVISORY[2]: for attribute #5: "num-of-doors" range increased to 3,
             for value 2 -- translator (2 ?).
ADVISORY[1]: read 205 datum from 
             /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.db2
ADVISORY[1]: discrete translations [ (internal external):count ... ] built 
             from input data --
   Attribute #0, "symboling":
      [ (0 3):27 (1 1):54 (2 2):32 (3 0):67 (4 -1):22 (5 -2):3 ]
   Attribute #2, "make":
      [ (0 alfa-romero):3 (1 audi):7 (2 bmw):8 (3 chevrolet):3 (4 dodge):9 (5 honda):13 (6 isuzu):4 (7 jaguar):3 (8 mazda):17 (9 mercedes-benz):8 (10 mercury):1 (11 mitsubishi):13 (12 nissan):18 (13 peugot):11 (14 plymouth):7 (15 porsche):5 (16 renault):2 (17 saab):6 (18 subaru):12 (19 toyota):32 (20 volkswagen):12 (21 volvo):11 ]
   Attribute #3, "fuel-type":
      [ (0 gas):185 (1 diesel):20 ]
   Attribute #4, "aspiration":
      [ (0 std):168 (1 turbo):37 ]
   Attribute #5, "num-of-doors":
      [ (0 two):89 (1 four):114 (2 ?):2 ]
   Attribute #6, "body-style":
      [ (0 convertible):6 (1 hatchback):70 (2 sedan):96 (3 wagon):25 (4 hardtop):8 ]
   Attribute #7, "drive-wheels":
      [ (0 rwd):76 (1 fwd):120 (2 4wd):9 ]
   Attribute #8, "engine-location":
      [ (0 front):202 (1 rear):3 ]
   Attribute #14, "engine-type":
      [ (0 dohc):12 (1 ohcv):13 (2 ohc):148 (3 l):12 (4 rotor):4 (5 ohcf):15 (6 dohcv):1 ]
   Attribute #15, "num-of-cylinders":
      [ (0 four):159 (1 six):24 (2 five):11 (3 three):1 (4 twelve):1 (5 two):4 (6 eight):5 ]
   Attribute #17, "fuel-system":
      [ (0 mpfi):94 (1 2bbl):66 (2 mfi):1 (3 1bbl):11 (4 spfi):1 (5 4bbl):3 (6 idi):20 (7 spdi):9 ]
ADVISORY[1]: real statistics [ min < (mean : variance) < max ] built 
             from input data --
   Attribute #1, "normalized-loses":
      [  6.5000e+01 < ( 1.2200e+02 : 1.2485e+03) <  2.5600e+02 ]
   Attribute #9, "wheel-base":
      [  8.6600e+01 < ( 9.8757e+01 : 3.6085e+01) <  1.2090e+02 ]
   Attribute #10, "length":
      [  1.4110e+02 < ( 1.7405e+02 : 1.5147e+02) <  2.0810e+02 ]
   Attribute #11, "width":
      [  6.0300e+01 < ( 6.5908e+01 : 4.5795e+00) <  7.2300e+01 ]
   Attribute #12, "height":
      [  4.7800e+01 < ( 5.3725e+01 : 5.9417e+00) <  5.9800e+01 ]
   Attribute #13, "curb-weight":
      [  1.4880e+03 < ( 2.5556e+03 : 2.6979e+05) <  4.0660e+03 ]
   Attribute #16, "engine-size":
      [  6.1000e+01 < ( 1.2691e+02 : 1.7257e+03) <  3.2600e+02 ]
   Attribute #18, "bore":
      [  2.5400e+00 < ( 3.3298e+00 : 7.4451e-02) <  3.9400e+00 ]
   Attribute #19, "stroke":
      [  2.0700e+00 < ( 3.2554e+00 : 9.9811e-02) <  4.1700e+00 ]
   Attribute #20, "compression-ratio":
      [  7.0000e+00 < ( 1.0143e+01 : 1.5700e+01) <  2.3000e+01 ]
   Attribute #21, "horse-power":
      [  4.8000e+01 < ( 1.0426e+02 : 1.5695e+03) <  2.8800e+02 ]
   Attribute #22, "peak-rpm":
      [  4.1500e+03 < ( 5.1254e+03 : 2.2863e+05) <  6.6000e+03 ]
   Attribute #23, "city-mpg":
      [  1.3000e+01 < ( 2.5220e+01 : 4.2591e+01) <  4.9000e+01 ]
   Attribute #24, "highway-mpg":
      [  1.6000e+01 < ( 3.0751e+01 : 4.7192e+01) <  5.4000e+01 ]
   Attribute #25, "price":
      [  5.1180e+03 < ( 1.3207e+04 : 6.2842e+07) <  4.5400e+04 ]
ADVISORY[3]: the default model term type, single_multinomial, 
             will be used for these attributes:
             #2: "make"
             #3: "fuel-type"
             #4: "aspiration"
             #5: "num-of-doors"
             #6: "body-style"
             #7: "drive-wheels"
             #8: "engine-location"
             #14: "engine-type"
             #15: "num-of-cylinders"
             #17: "fuel-system"
ADVISORY[3]: read 1 model def from 
             /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.model
ADVISORY[2]: log_transform is being applied to attribute #1:
             "normalized-loses" and will be stored as attribute #26.
   Attribute #26, "Log normalized-loses":
      [  4.1744e+00 < ( 4.7637e+00 : 8.0123e-02) <  5.5452e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #18:
             "bore" and will be stored as attribute #27.
   Attribute #27, "Log bore":
      [  9.3216e-01 < ( 1.1995e+00 : 6.7855e-03) <  1.3712e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #19:
             "stroke" and will be stored as attribute #28.
   Attribute #28, "Log stroke":
      [  7.2755e-01 < ( 1.1753e+00 : 1.0509e-02) <  1.4279e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #21:
             "horse-power" and will be stored as attribute #29.
   Attribute #29, "Log horse-power":
      [  3.8712e+00 < ( 4.5841e+00 : 1.1947e-01) <  5.6630e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #22:
             "peak-rpm" and will be stored as attribute #30.
   Attribute #30, "Log peak-rpm":
      [  8.3309e+00 < ( 8.5376e+00 : 8.8318e-03) <  8.7948e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #25:
             "price" and will be stored as attribute #31.
   Attribute #31, "Log price":
      [  8.5405e+00 < ( 9.3501e+00 : 2.5100e-01) <  1.0723e+01 ]
ADVISORY[2]: log_transform is being applied to attribute #9:
             "wheel-base" and will be stored as attribute #32.
   Attribute #32, "Log wheel-base":
      [  4.4613e+00 < ( 4.5909e+00 : 3.5069e-03) <  4.7950e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #10:
             "length" and will be stored as attribute #33.
   Attribute #33, "Log length":
      [  4.9495e+00 < ( 5.1568e+00 : 5.0053e-03) <  5.3380e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #11:
             "width" and will be stored as attribute #34.
   Attribute #34, "Log width":
      [  4.0993e+00 < ( 4.1877e+00 : 1.0268e-03) <  4.2808e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #12:
             "height" and will be stored as attribute #35.
   Attribute #35, "Log height":
      [  3.8670e+00 < ( 3.9828e+00 : 2.0614e-03) <  4.0910e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #13:
             "curb-weight" and will be stored as attribute #36.
   Attribute #36, "Log curb-weight":
      [  7.3052e+00 < ( 7.8262e+00 : 3.8996e-02) <  8.3104e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #16:
             "engine-size" and will be stored as attribute #37.
   Attribute #37, "Log engine-size":
      [  4.1109e+00 < ( 4.8002e+00 : 7.9679e-02) <  5.7869e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #20:
             "compression-ratio" and will be stored as attribute #38.
   Attribute #38, "Log compression-ratio":
      [  1.9459e+00 < ( 2.2674e+00 : 7.9267e-02) <  3.1355e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #23:
             "city-mpg" and will be stored as attribute #39.
   Attribute #39, "Log city-mpg":
      [  2.5649e+00 < ( 3.1948e+00 : 6.5718e-02) <  3.8918e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #24:
             "highway-mpg" and will be stored as attribute #40.
   Attribute #40, "Log highway-mpg":
      [  2.7726e+00 < ( 3.4011e+00 : 5.0072e-02) <  3.9890e+00 ]

############ Input Check Concluded ##############

WELCOME TO AUTOCLASS.
  1) Each time I have finished a new 'trial', or attempt to find a good
     classification, I will print the number of classes that trial
     started and ended with, such as 9->7.
  2) If that trial results in a duplicate of a previous run, I will print
     'dup' first.
  3) If that trial results in a classification better than any previous, 
     I will print 'best' first.
  4) If more than 30 seconds have passed since the last report, and a new
     classification has been found which is better than any previous ones,
     I will report on that classification and on the status of the search
     so far.
  5) This report will include an estimate of the time it will take to find
     another even better classification, and how much better that will be.
     In addition, I will estimate a lower bound on how long it might take to
     find the very best classification, and how much better that might be.
  6) If you are warned about too much time in overhead, you may want to
     change the parameters n_save, min_save_period, min_report_period, or
     min_checkpoint_period.
  7) To quit searching, type a 'q', hit <return>, and wait.  Otherwise I'll
     go on until I complete trial number (12).
  8) If needed, every 30 minutes I will save the best 2 classifications
     so far to file: 
     /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.results-bin
     and a description of the search to file:
     /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.search
  9) A record of this search will be printed to file:
     /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.log

BEGINNING SEARCH at Mon Jun 11 11:54:27 2001

[j_in=2]  [cs-3: cycles 8] best2->2(1) [j_in=3]  [cs-3: cycles 14] best3->3(2) [j_in=5]  [cs-3: cycles 38] best5->5(3) [j_in=7]  [cs-3: cycles 24] best7->7(4) [j_in=10]  [cs-3: cycles 22] best10->10(5) [j_in=15]  [cs-3: cycles 38] best15->15(6) [j_in=25]  [cs-3: cycles 9] 25->23(7) [j_in=16]  [cs-3: cycles 45] best16->15(8) [j_in=4]  [cs-3: cycles 13] 4->4(9) [j_in=14]  [cs-3: cycles 11] 14->13(10) [j_in=20]  [cs-3: cycles 10] 20->19(11) [j_in=10]  [cs-3: cycles 20] 10->10(12) 


ENDING SEARCH because max number of tries reached at Mon Jun 11 11:54:30 2001
  after a total of 12 tries over 4 seconds
A log of this search is in file:
 /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.log
The search results are stored in file:
 /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.results-bin
This search can be restarted by having "force_new_search_p = false" in file:
 /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.s-params
 and reinvoking the "autoclass -search ..." form

------------------  SUMMARY OF 10 BEST RESULTS  ------------------
PROBABILITY  exp(-16176.428) N_CLASSES  15 FOUND ON TRY    8 *SAVED*
PROBABILITY  exp(-16210.935) N_CLASSES  15 FOUND ON TRY    6 *SAVED*
PROBABILITY  exp(-16462.450) N_CLASSES  23 FOUND ON TRY    7
PROBABILITY  exp(-16494.516) N_CLASSES  13 FOUND ON TRY   10
PROBABILITY  exp(-16514.158) N_CLASSES  10 FOUND ON TRY    5
PROBABILITY  exp(-16521.458) N_CLASSES   7 FOUND ON TRY    4
PROBABILITY  exp(-16522.034) N_CLASSES  10 FOUND ON TRY   12
PROBABILITY  exp(-16602.618) N_CLASSES   5 FOUND ON TRY    3
PROBABILITY  exp(-16642.879) N_CLASSES  19 FOUND ON TRY   11
PROBABILITY  exp(-16659.395) N_CLASSES   4 FOUND ON TRY    9

------------------  SUMMARY OF TRY CONVERGENCE  ------------------
try    8    num_cycles   45    max_cycles  200    convergent
try    6    num_cycles   38    max_cycles  200    convergent
try    7    num_cycles    9    max_cycles  200    convergent
try   10    num_cycles   11    max_cycles  200    convergent
try    5    num_cycles   22    max_cycles  200    convergent
try    4    num_cycles   24    max_cycles  200    convergent
try   12    num_cycles   20    max_cycles  200    convergent
try    3    num_cycles   38    max_cycles  200    convergent
try   11    num_cycles   10    max_cycles  200    convergent
try    9    num_cycles   13    max_cycles  200    convergent

AUTOCLASS C (version 3.3.4unx) STOPPING at Mon Jun 11 11:54:30 2001 


AUTOCLASS C (version 3.3.4unx) STARTING at Mon Jun 11 11:55:57 2001 

AUTOCLASS -SEARCH default parameters:
rel_error=1.000000e-02; start_j_list=(2,3,5,7,10,15,25); n_classes_fn_type="random_ln_normal"; fixed_j=0; min_report_period=30; max_duration=0; max_n_tries=0; n_save=2; log_file_p=true; search_file_p=true; results_file_p=true; min_save_period=1800; max_n_store=10; n_final_summary=10; start_fn_type="random"; try_fn_type="converge_search_3"; initial_cycles_p=true; save_compact_p=true; read_compact_p=true; randomize_random_p=true; n_data=0; halt_range=5.000000e-01; halt_factor=1.000000e-04; rel_delta_range=2.500000e-03; n_average=3; cs4_delta_range=2.500000e-03; sigma_beta_n_values=6; max_cycles=200; converge_print_p=false; force_new_search_p=true; checkpoint_p=false; min_checkpoint_period=10800; reconverge_type=""; screen_output_p=true; interactive_p=true; break_on_warnings_p=true; free_storage_p=true

USER supplied parameters which override the defaults:
max_n_tries=350; start_fn_type="block"; randomize_random_p=false


##############  Starting Input Check  ###############

To log file: 
   /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.log
During loading of: 
   [1] /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.db2,
   [2] /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.hd2,
   [3] /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.model.

   [Attribute #, value #, and datum # are zero based.]

ADVISORY[2]: data_file_format settings:
             separator_char = ',', comment_char = ';', unknown_token = '?'
ADVISORY[2]: read 26 attribute defs from 
             /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.hd2
ADVISORY[2]: for attribute #5: "num-of-doors" range increased to 3,
             for value 2 -- translator (2 ?).
ADVISORY[1]: read 205 datum from 
             /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.db2
ADVISORY[1]: discrete translations [ (internal external):count ... ] built 
             from input data --
   Attribute #0, "symboling":
      [ (0 3):27 (1 1):54 (2 2):32 (3 0):67 (4 -1):22 (5 -2):3 ]
   Attribute #2, "make":
      [ (0 alfa-romero):3 (1 audi):7 (2 bmw):8 (3 chevrolet):3 (4 dodge):9 (5 honda):13 (6 isuzu):4 (7 jaguar):3 (8 mazda):17 (9 mercedes-benz):8 (10 mercury):1 (11 mitsubishi):13 (12 nissan):18 (13 peugot):11 (14 plymouth):7 (15 porsche):5 (16 renault):2 (17 saab):6 (18 subaru):12 (19 toyota):32 (20 volkswagen):12 (21 volvo):11 ]
   Attribute #3, "fuel-type":
      [ (0 gas):185 (1 diesel):20 ]
   Attribute #4, "aspiration":
      [ (0 std):168 (1 turbo):37 ]
   Attribute #5, "num-of-doors":
      [ (0 two):89 (1 four):114 (2 ?):2 ]
   Attribute #6, "body-style":
      [ (0 convertible):6 (1 hatchback):70 (2 sedan):96 (3 wagon):25 (4 hardtop):8 ]
   Attribute #7, "drive-wheels":
      [ (0 rwd):76 (1 fwd):120 (2 4wd):9 ]
   Attribute #8, "engine-location":
      [ (0 front):202 (1 rear):3 ]
   Attribute #14, "engine-type":
      [ (0 dohc):12 (1 ohcv):13 (2 ohc):148 (3 l):12 (4 rotor):4 (5 ohcf):15 (6 dohcv):1 ]
   Attribute #15, "num-of-cylinders":
      [ (0 four):159 (1 six):24 (2 five):11 (3 three):1 (4 twelve):1 (5 two):4 (6 eight):5 ]
   Attribute #17, "fuel-system":
      [ (0 mpfi):94 (1 2bbl):66 (2 mfi):1 (3 1bbl):11 (4 spfi):1 (5 4bbl):3 (6 idi):20 (7 spdi):9 ]
ADVISORY[1]: real statistics [ min < (mean : variance) < max ] built 
             from input data --
   Attribute #1, "normalized-loses":
      [  6.5000e+01 < ( 1.2200e+02 : 1.2485e+03) <  2.5600e+02 ]
   Attribute #9, "wheel-base":
      [  8.6600e+01 < ( 9.8757e+01 : 3.6085e+01) <  1.2090e+02 ]
   Attribute #10, "length":
      [  1.4110e+02 < ( 1.7405e+02 : 1.5147e+02) <  2.0810e+02 ]
   Attribute #11, "width":
      [  6.0300e+01 < ( 6.5908e+01 : 4.5795e+00) <  7.2300e+01 ]
   Attribute #12, "height":
      [  4.7800e+01 < ( 5.3725e+01 : 5.9417e+00) <  5.9800e+01 ]
   Attribute #13, "curb-weight":
      [  1.4880e+03 < ( 2.5556e+03 : 2.6979e+05) <  4.0660e+03 ]
   Attribute #16, "engine-size":
      [  6.1000e+01 < ( 1.2691e+02 : 1.7257e+03) <  3.2600e+02 ]
   Attribute #18, "bore":
      [  2.5400e+00 < ( 3.3298e+00 : 7.4451e-02) <  3.9400e+00 ]
   Attribute #19, "stroke":
      [  2.0700e+00 < ( 3.2554e+00 : 9.9811e-02) <  4.1700e+00 ]
   Attribute #20, "compression-ratio":
      [  7.0000e+00 < ( 1.0143e+01 : 1.5700e+01) <  2.3000e+01 ]
   Attribute #21, "horse-power":
      [  4.8000e+01 < ( 1.0426e+02 : 1.5695e+03) <  2.8800e+02 ]
   Attribute #22, "peak-rpm":
      [  4.1500e+03 < ( 5.1254e+03 : 2.2863e+05) <  6.6000e+03 ]
   Attribute #23, "city-mpg":
      [  1.3000e+01 < ( 2.5220e+01 : 4.2591e+01) <  4.9000e+01 ]
   Attribute #24, "highway-mpg":
      [  1.6000e+01 < ( 3.0751e+01 : 4.7192e+01) <  5.4000e+01 ]
   Attribute #25, "price":
      [  5.1180e+03 < ( 1.3207e+04 : 6.2842e+07) <  4.5400e+04 ]
ADVISORY[3]: the default model term type, single_multinomial, 
             will be used for these attributes:
             #2: "make"
             #3: "fuel-type"
             #4: "aspiration"
             #5: "num-of-doors"
             #6: "body-style"
             #7: "drive-wheels"
             #8: "engine-location"
             #14: "engine-type"
             #15: "num-of-cylinders"
             #17: "fuel-system"
ADVISORY[3]: read 1 model def from 
             /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.model
ADVISORY[2]: log_transform is being applied to attribute #1:
             "normalized-loses" and will be stored as attribute #26.
   Attribute #26, "Log normalized-loses":
      [  4.1744e+00 < ( 4.7637e+00 : 8.0123e-02) <  5.5452e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #18:
             "bore" and will be stored as attribute #27.
   Attribute #27, "Log bore":
      [  9.3216e-01 < ( 1.1995e+00 : 6.7855e-03) <  1.3712e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #19:
             "stroke" and will be stored as attribute #28.
   Attribute #28, "Log stroke":
      [  7.2755e-01 < ( 1.1753e+00 : 1.0509e-02) <  1.4279e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #21:
             "horse-power" and will be stored as attribute #29.
   Attribute #29, "Log horse-power":
      [  3.8712e+00 < ( 4.5841e+00 : 1.1947e-01) <  5.6630e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #22:
             "peak-rpm" and will be stored as attribute #30.
   Attribute #30, "Log peak-rpm":
      [  8.3309e+00 < ( 8.5376e+00 : 8.8318e-03) <  8.7948e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #25:
             "price" and will be stored as attribute #31.
   Attribute #31, "Log price":
      [  8.5405e+00 < ( 9.3501e+00 : 2.5100e-01) <  1.0723e+01 ]
ADVISORY[2]: log_transform is being applied to attribute #9:
             "wheel-base" and will be stored as attribute #32.
   Attribute #32, "Log wheel-base":
      [  4.4613e+00 < ( 4.5909e+00 : 3.5069e-03) <  4.7950e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #10:
             "length" and will be stored as attribute #33.
   Attribute #33, "Log length":
      [  4.9495e+00 < ( 5.1568e+00 : 5.0053e-03) <  5.3380e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #11:
             "width" and will be stored as attribute #34.
   Attribute #34, "Log width":
      [  4.0993e+00 < ( 4.1877e+00 : 1.0268e-03) <  4.2808e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #12:
             "height" and will be stored as attribute #35.
   Attribute #35, "Log height":
      [  3.8670e+00 < ( 3.9828e+00 : 2.0614e-03) <  4.0910e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #13:
             "curb-weight" and will be stored as attribute #36.
   Attribute #36, "Log curb-weight":
      [  7.3052e+00 < ( 7.8262e+00 : 3.8996e-02) <  8.3104e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #16:
             "engine-size" and will be stored as attribute #37.
   Attribute #37, "Log engine-size":
      [  4.1109e+00 < ( 4.8002e+00 : 7.9679e-02) <  5.7869e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #20:
             "compression-ratio" and will be stored as attribute #38.
   Attribute #38, "Log compression-ratio":
      [  1.9459e+00 < ( 2.2674e+00 : 7.9267e-02) <  3.1355e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #23:
             "city-mpg" and will be stored as attribute #39.
   Attribute #39, "Log city-mpg":
      [  2.5649e+00 < ( 3.1948e+00 : 6.5718e-02) <  3.8918e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #24:
             "highway-mpg" and will be stored as attribute #40.
   Attribute #40, "Log highway-mpg":
      [  2.7726e+00 < ( 3.4011e+00 : 5.0072e-02) <  3.9890e+00 ]

############ Input Check Concluded ##############

WELCOME TO AUTOCLASS.
  1) Each time I have finished a new 'trial', or attempt to find a good
     classification, I will print the number of classes that trial
     started and ended with, such as 9->7.
  2) If that trial results in a duplicate of a previous run, I will print
     'dup' first.
  3) If that trial results in a classification better than any previous, 
     I will print 'best' first.
  4) If more than 30 seconds have passed since the last report, and a new
     classification has been found which is better than any previous ones,
     I will report on that classification and on the status of the search
     so far.
  5) This report will include an estimate of the time it will take to find
     another even better classification, and how much better that will be.
     In addition, I will estimate a lower bound on how long it might take to
     find the very best classification, and how much better that might be.
  6) If you are warned about too much time in overhead, you may want to
     change the parameters n_save, min_save_period, min_report_period, or
     min_checkpoint_period.
  7) To quit searching, type a 'q', hit <return>, and wait.  Otherwise I'll
     go on until I complete trial number (350).
  8) If needed, every 30 minutes I will save the best 2 classifications
     so far to file: 
     /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.results-bin
     and a description of the search to file:
     /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.search
  9) A record of this search will be printed to file:
     /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.log

BEGINNING SEARCH at Mon Jun 11 11:55:58 2001

[j_in=2]  [cs-3: cycles 22] best2->2(1) [j_in=3]  [cs-3: cycles 16] best3->3(2) [j_in=5]  [cs-3: cycles 37] best5->5(3) [j_in=7]  [cs-3: cycles 32] best7->7(4) [j_in=10]  [cs-3: cycles 23] best10->10(5) [j_in=15]  [cs-3: cycles 25] 15->14(6) [j_in=25]  [cs-3: cycles 12] 25->24(7) [j_in=2]  [cs-3: cycles 22] dup2->2(8) [j_in=10]  [cs-3: cycles 23] dup10->10(9) [j_in=30]  [cs-3: cycles 28] best30->30(10) [j_in=8]  [cs-3: cycles 37] 8->8(11) [j_in=13]  [cs-3: cycles 13] 13->13(12) [j_in=8]  [cs-3: cycles 37] dup8->8(13) [j_in=5]  [cs-3: cycles 37] dup5->5(14) [j_in=6]  [cs-3: cycles 38] 6->6(15) [j_in=9]  [cs-3: cycles 16] 9->9(16) [j_in=12]  [cs-3: cycles 15] 12->12(17) [j_in=11]  [cs-3: cycles 17] 11->11(18) [j_in=6]  [cs-3: cycles 38] 6->6(19) [j_in=13]  [cs-3: cycles 13] dup13->13(20) [j_in=12]  [cs-3: cycles 15] dup12->12(21) [j_in=13]  [cs-3: cycles 13] dup13->13(22) [j_in=9]  [cs-3: cycles 16] dup9->9(23) [j_in=13]  [cs-3: cycles 13] dup13->13(24) [j_in=20]  [cs-3: cycles 18] 20->20(25) [j_in=11]  [cs-3: cycles 17] dup11->11(26) [j_in=20]  [cs-3: cycles 18] dup20->20(27) [j_in=13]  [cs-3: cycles 13] dup13->13(28) [j_in=12]  [cs-3: cycles 15] dup12->12(29) [j_in=14]  [cs-3: cycles 19] 14->13(30) [j_in=8]  [cs-3: cycles 37] 8->8(31) [j_in=15]  [cs-3: cycles 25] dup15->14(32) [j_in=6]  [cs-3: cycles 38] 6->6(33) [j_in=14]  [cs-3: cycles 19] dup14->13(34) [j_in=14]  [cs-3: cycles 19] dup14->13(35) [j_in=10]  [cs-3: cycles 23] dup10->10(36) [j_in=18]  [cs-3: cycles 21] 18->17(37) [j_in=21]  [cs-3: cycles 13] 21->21(38) [j_in=19]  [cs-3: cycles 15] 19->19(39) [j_in=9]  [cs-3: cycles 16] dup9->9(40) [j_in=13]  [cs-3: cycles 13] dup13->13(41) [j_in=11]  [cs-3: cycles 17] dup11->11(42) [j_in=21]  [cs-3: cycles 13] 21->21(43) [j_in=5]  [cs-3: cycles 37] 5->5(44) [j_in=38]  [cs-3: cycles 10] 38->36(45) [j_in=10]  [cs-3: cycles 23] dup10->10(46) [j_in=13]  [cs-3: cycles 13] dup13->13(47) [j_in=17]  [cs-3: cycles 24] 17->17(48) [j_in=13]  [cs-3: cycles 13] dup13->13(49) [j_in=23]  [cs-3: cycles 21] 23->23(50) [j_in=22]  [cs-3: cycles 26] 22->22(51) [j_in=12]  [cs-3: cycles 15] 12->12(52) [j_in=12]  [cs-3: cycles 15] 12->12(53) [j_in=14]  [cs-3: cycles 19] 14->13(54) [j_in=24]  [cs-3: cycles 14] 24->23(55) [j_in=11]  [cs-3: cycles 17] dup11->11(56) [j_in=20]  [cs-3: cycles 18] dup20->20(57) [j_in=10]  [cs-3: cycles 23] dup10->10(58) [j_in=32]  [cs-3: cycles 28] best32->30(59) [j_in=8]  [cs-3: cycles 37] 8->8(60) [j_in=10]  [cs-3: cycles 23] dup10->10(61) [j_in=7]  [cs-3: cycles 32] dup7->7(62) [j_in=15]  [cs-3: cycles 25] 15->14(63) [j_in=11]  [cs-3: cycles 17] dup11->11(64) [j_in=17]  [cs-3: cycles 24] 17->17(65) [j_in=26]  [cs-3: cycles 10] 26->24(66) [j_in=17]  [cs-3: cycles 24] 17->17(67) [j_in=17]  [cs-3: cycles 24] 17->17(68) [j_in=25]  [cs-3: cycles 12] 25->24(69) [j_in=35]  [cs-3: cycles 10] 35->34(70) [j_in=21]  [cs-3: cycles 13] 21->21(71) [j_in=14]  [cs-3: cycles 19] 14->13(72) [j_in=8]  [cs-3: cycles 37] 8->8(73) [j_in=34]  [cs-3: cycles 28] 34->32(74) [j_in=11]  [cs-3: cycles 17] dup11->11(75) [j_in=24]  [cs-3: cycles 14] 24->23(76) [j_in=18]  [cs-3: cycles 21] dup18->17(77) [j_in=16]  [cs-3: cycles 24] 16->16(78) [j_in=26]  [cs-3: cycles 10] 26->24(79) [j_in=21]  [cs-3: cycles 13] 21->21(80) [j_in=22]  [cs-3: cycles 26] dup22->22(81) [j_in=15]  [cs-3: cycles 25] 15->14(82) [j_in=23]  [cs-3: cycles 21] 23->23(83) [j_in=28]  [cs-3: cycles 13] 28->27(84) [j_in=21]  [cs-3: cycles 13] 21->21(85) [j_in=25]  [cs-3: cycles 12] 25->24(86) [j_in=13]  [cs-3: cycles 13] 13->13(87) [j_in=13]  [cs-3: cycles 13] 13->13(88) [j_in=17]  [cs-3: cycles 24] 17->17(89) 

----------------  NEW BEST CLASSIFICATION FOUND on try 59  -------------
It has 30 CLASSES with WEIGHTS 21 13 13 10 10 10 9 9 7 7 7 7 7 6 6 6 6 6 5 4 4 4 4 4 4 4 3 3 3 3
PROBABILITY of both the data and the classification = exp(-16266.782)
(Also found 58 other better than last report.)

-----------  SEARCH STATUS as of Mon Jun 11 11:56:29 2001  -----------
It just took 31 seconds since beginning.
Estimate < 31 seconds to find a classification
  exp(32.3) [= 1.1e+14] times more probable.
Estimate >> 0 seconds to find the very best classification,
 which may be exp(0.0) to exp(6901.4) times more probable.
Have seen 57 of the estimated > 22 possible classifications (based on 32
 duplicates do far).
Log-Normal fit to classifications probabilities has M(ean) -16615.1,
 S(igma) 120.4
Choosing initial n-classes randomly from a log_normal [M-S, M, M+S] = 
 [11.9, 19.9, 33.3]
Overhead time is 3.1 % of total search time
WARNING: You may be running out of peaks to find.  Estimates are too 
 optimistic

[j_in=22]  [cs-3: cycles 26] dup22->22(90) [j_in=6]  [cs-3: cycles 38] 6->6(91) [j_in=16]  [cs-3: cycles 24] 16->16(92) [j_in=22]  [cs-3: cycles 26] dup22->22(93) [j_in=12]  [cs-3: cycles 15] 12->12(94) [j_in=13]  [cs-3: cycles 13] 13->13(95) [j_in=24]  [cs-3: cycles 14] 24->23(96) [j_in=20]  [cs-3: cycles 18] dup20->20(97) [j_in=13]  [cs-3: cycles 13] 13->13(98) [j_in=29]  [cs-3: cycles 11] 29->27(99) [j_in=20]  [cs-3: cycles 18] dup20->20(100) [j_in=29]  [cs-3: cycles 11] dup29->27(101) [j_in=47]  [cs-3: cycles 13] 47->35(102) [j_in=49]  [cs-3: cycles 17] 49->37(103) [j_in=23]  [cs-3: cycles 21] 23->23(104) [j_in=10]  [cs-3: cycles 23] dup10->10(105) [j_in=26]  [cs-3: cycles 10] 26->24(106) [j_in=21]  [cs-3: cycles 13] 21->21(107) [j_in=23]  [cs-3: cycles 21] 23->23(108) [j_in=35]  [cs-3: cycles 10] 35->34(109) [j_in=11]  [cs-3: cycles 17] 11->11(110) [j_in=28]  [cs-3: cycles 13] dup28->27(111) [j_in=37]  [cs-3: cycles 10] 37->35(112) [j_in=16]  [cs-3: cycles 24] 16->16(113) [j_in=18]  [cs-3: cycles 21] dup18->17(114) [j_in=25]  [cs-3: cycles 12] 25->24(115) [j_in=26]  [cs-3: cycles 10] 26->24(116) [j_in=26]  [cs-3: cycles 10] 26->24(117) [j_in=32]  [cs-3: cycles 28] dup32->30(118) [j_in=48]  [cs-3: cycles 17] 48->37(119) [j_in=52]  [cs-3: cycles 16] 52->47(120) [j_in=69]  [cs-3: cycles 15] 69->24(121) [j_in=15]  [cs-3: cycles 25] 15->14(122) [j_in=25]  [cs-3: cycles 12] 25->24(123) [j_in=18]  [cs-3: cycles 21] dup18->17(124) [j_in=39]  [cs-3: cycles 10] 39->36(125) [j_in=18]  [cs-3: cycles 21] dup18->17(126) [j_in=16]  [cs-3: cycles 24] 16->16(127) [j_in=5]  [cs-3: cycles 37] 5->5(128) [j_in=16]  [cs-3: cycles 24] 16->16(129) [j_in=28]  [cs-3: cycles 13] dup28->27(130) [j_in=25]  [cs-3: cycles 12] 25->24(131) [j_in=32]  [cs-3: cycles 28] dup32->30(132) [j_in=7]  [cs-3: cycles 32] dup7->7(133) [j_in=18]  [cs-3: cycles 21] dup18->17(134) [j_in=8]  [cs-3: cycles 37] 8->8(135) [j_in=10]  [cs-3: cycles 23] dup10->10(136) [j_in=29]  [cs-3: cycles 11] dup29->27(137) [j_in=23]  [cs-3: cycles 21] 23->23(138) [j_in=22]  [cs-3: cycles 26] 22->22(139) [j_in=34]  [cs-3: cycles 28] dup34->32(140) [j_in=21]  [cs-3: cycles 13] 21->21(141) [j_in=17]  [cs-3: cycles 24] 17->17(142) [j_in=24]  [cs-3: cycles 14] 24->23(143) [j_in=21]  [cs-3: cycles 13] 21->21(144) [j_in=11]  [cs-3: cycles 17] 11->11(145) [j_in=12]  [cs-3: cycles 15] 12->12(146) [j_in=24]  [cs-3: cycles 14] 24->23(147) [j_in=19]  [cs-3: cycles 15] dup19->19(148) [j_in=35]  [cs-3: cycles 10] 35->34(149) [j_in=19]  [cs-3: cycles 15] dup19->19(150) [j_in=13]  [cs-3: cycles 13] 13->13(151) [j_in=33]  [cs-3: cycles 28] 33->32(152) [j_in=22]  [cs-3: cycles 26] 22->22(153) [j_in=22]  [cs-3: cycles 26] 22->22(154) [j_in=14]  [cs-3: cycles 19] 14->13(155) [j_in=23]  [cs-3: cycles 21] 23->23(156) [j_in=71]  [cs-3: cycles 25] 71->25(157) [j_in=16]  [cs-3: cycles 24] 16->16(158) [j_in=26]  [cs-3: cycles 10] 26->24(159) [j_in=8]  [cs-3: cycles 37] 8->8(160) [j_in=30]  [cs-3: cycles 28] dup30->30(161) [j_in=25]  [cs-3: cycles 12] 25->24(162) [j_in=22]  [cs-3: cycles 26] 22->22(163) [j_in=75]  [cs-3: cycles 13] 75->25(164) [j_in=14]  [cs-3: cycles 19] 14->13(165) [j_in=12]  [cs-3: cycles 15] 12->12(166) [j_in=59]  [cs-3: cycles 19] 59->49(167) [j_in=10]  [cs-3: cycles 23] dup10->10(168) [j_in=26]  [cs-3: cycles 10] 26->24(169) [j_in=15]  [cs-3: cycles 25] 15->14(170) [j_in=29]  [cs-3: cycles 11] dup29->27(171) [j_in=62]  [cs-3: cycles 15] 62->50(172) [j_in=15]  [cs-3: cycles 25] 15->14(173) [j_in=18]  [cs-3: cycles 21] 18->17(174) [j_in=10]  [cs-3: cycles 23] dup10->10(175) [j_in=47]  [cs-3: cycles 13] 47->35(176) [j_in=78]  [cs-3: cycles 19] 78->25(177) [j_in=12]  [cs-3: cycles 15] 12->12(178) [j_in=15]  [cs-3: cycles 25] 15->14(179) [j_in=10]  [cs-3: cycles 23] dup10->10(180) [j_in=19]  [cs-3: cycles 15] dup19->19(181) [j_in=37]  [cs-3: cycles 10] 37->35(182) [j_in=18]  [cs-3: cycles 21] 18->17(183) [j_in=19]  [cs-3: cycles 15] dup19->19(184) [j_in=23]  [cs-3: cycles 21] 23->23(185) [j_in=12]  [cs-3: cycles 15] 12->12(186) [j_in=19]  [cs-3: cycles 15] dup19->19(187) [j_in=18]  [cs-3: cycles 21] 18->17(188) [j_in=5]  [cs-3: cycles 37] 5->5(189) [j_in=29]  [cs-3: cycles 11] dup29->27(190) [j_in=23]  [cs-3: cycles 21] 23->23(191) [j_in=11]  [cs-3: cycles 17] 11->11(192) [j_in=22]  [cs-3: cycles 26] 22->22(193) [j_in=28]  [cs-3: cycles 13] dup28->27(194) [j_in=18]  [cs-3: cycles 21] 18->17(195) [j_in=21]  [cs-3: cycles 13] 21->21(196) [j_in=37]  [cs-3: cycles 10] 37->35(197) [j_in=10]  [cs-3: cycles 23] dup10->10(198) [j_in=27]  [cs-3: cycles 12] 27->25(199) [j_in=27]  [cs-3: cycles 12] 27->25(200) [j_in=26]  [cs-3: cycles 10] 26->24(201) [j_in=15]  [cs-3: cycles 25] 15->14(202) [j_in=32]  [cs-3: cycles 28] dup32->30(203) [j_in=14]  [cs-3: cycles 19] 14->13(204) [j_in=20]  [cs-3: cycles 18] dup20->20(205) [j_in=61]  [cs-3: cycles 14] 61->49(206) [j_in=12]  [cs-3: cycles 15] 12->12(207) [j_in=27]  [cs-3: cycles 12] 27->25(208) [j_in=12]  [cs-3: cycles 15] 12->12(209) [j_in=15]  [cs-3: cycles 25] 15->14(210) [j_in=55]  [cs-3: cycles 18] 55->47(211) [j_in=22]  [cs-3: cycles 26] 22->22(212) [j_in=28]  [cs-3: cycles 13] dup28->27(213) [j_in=13]  [cs-3: cycles 13] 13->13(214) [j_in=15]  [cs-3: cycles 25] 15->14(215) [j_in=21]  [cs-3: cycles 13] 21->21(216) [j_in=33]  [cs-3: cycles 28] dup33->32(217) [j_in=24]  [cs-3: cycles 14] 24->23(218) [j_in=18]  [cs-3: cycles 21] 18->17(219) [j_in=15]  [cs-3: cycles 25] 15->14(220) [j_in=25]  [cs-3: cycles 12] 25->24(221) [j_in=24]  [cs-3: cycles 14] 24->23(222) [j_in=31]  [cs-3: cycles 28] 31->30(223) [j_in=20]  [cs-3: cycles 18] dup20->20(224) [j_in=27]  [cs-3: cycles 12] 27->25(225) [j_in=11]  [cs-3: cycles 17] 11->11(226) [j_in=34]  [cs-3: cycles 28] dup34->32(227) [j_in=11]  [cs-3: cycles 17] 11->11(228) [j_in=42]  [cs-3: cycles 23] 42->34(229) [j_in=23]  [cs-3: cycles 21] 23->23(230) [j_in=26]  [cs-3: cycles 10] 26->24(231) [j_in=19]  [cs-3: cycles 15] dup19->19(232) [j_in=20]  [cs-3: cycles 18] dup20->20(233) [j_in=25]  [cs-3: cycles 12] 25->24(234) [j_in=45]  [cs-3: cycles 13] 45->36(235) [j_in=19]  [cs-3: cycles 15] dup19->19(236) [j_in=17]  [cs-3: cycles 24] 17->17(237) [j_in=18]  [cs-3: cycles 21] 18->17(238) [j_in=29]  [cs-3: cycles 11] dup29->27(239) [j_in=12]  [cs-3: cycles 15] 12->12(240) [j_in=34]  [cs-3: cycles 28] dup34->32(241) [j_in=49]  [cs-3: cycles 17] 49->37(242) [j_in=6]  [cs-3: cycles 38] 6->6(243) [j_in=30]  [cs-3: cycles 28] dup30->30(244) [j_in=21]  [cs-3: cycles 13] 21->21(245) [j_in=41]  [cs-3: cycles 10] 41->38(246) [j_in=32]  [cs-3: cycles 28] dup32->30(247) [j_in=21]  [cs-3: cycles 13] 21->21(248) [j_in=19]  [cs-3: cycles 15] dup19->19(249) [j_in=13]  [cs-3: cycles 13] 13->13(250) [j_in=39]  [cs-3: cycles 10] 39->36(251) [j_in=15]  [cs-3: cycles 25] 15->14(252) [j_in=32]  [cs-3: cycles 28] dup32->30(253) [j_in=22]  [cs-3: cycles 26] 22->22(254) [j_in=20]  [cs-3: cycles 18] dup20->20(255) [j_in=12]  [cs-3: cycles 15] 12->12(256) [j_in=5]  [cs-3: cycles 37] 5->5(257) [j_in=47]  [cs-3: cycles 13] 47->35(258) [j_in=29]  [cs-3: cycles 11] dup29->27(259) [j_in=31]  [cs-3: cycles 28] dup31->30(260) [j_in=39]  [cs-3: cycles 10] 39->36(261) [j_in=14]  [cs-3: cycles 19] 14->13(262) [j_in=29]  [cs-3: cycles 11] dup29->27(263) [j_in=25]  [cs-3: cycles 12] 25->24(264) [j_in=20]  [cs-3: cycles 18] dup20->20(265) [j_in=20]  [cs-3: cycles 18] dup20->20(266) [j_in=23]  [cs-3: cycles 21] 23->23(267) [j_in=9]  [cs-3: cycles 16] 9->9(268) [j_in=33]  [cs-3: cycles 28] dup33->32(269) [j_in=26]  [cs-3: cycles 10] 26->24(270) [j_in=19]  [cs-3: cycles 15] dup19->19(271) [j_in=13]  [cs-3: cycles 13] 13->13(272) [j_in=25]  [cs-3: cycles 12] 25->24(273) [j_in=42]  [cs-3: cycles 23] 42->34(274) [j_in=14]  [cs-3: cycles 19] 14->13(275) [j_in=5]  [cs-3: cycles 37] 5->5(276) [j_in=22]  [cs-3: cycles 26] 22->22(277) [j_in=59]  [cs-3: cycles 19] 59->49(278) [j_in=13]  [cs-3: cycles 13] 13->13(279) [j_in=35]  [cs-3: cycles 10] 35->34(280) [j_in=59]  [cs-3: cycles 19] 59->49(281) [j_in=11]  [cs-3: cycles 17] 11->11(282) [j_in=21]  [cs-3: cycles 13] 21->21(283) [j_in=17]  [cs-3: cycles 24] 17->17(284) [j_in=56]  [cs-3: cycles 16] 56->48(285) [j_in=34]  [cs-3: cycles 28] dup34->32(286) [j_in=53]  [cs-3: cycles 16] 53->48(287) [j_in=47]  [cs-3: cycles 13] 47->35(288) [j_in=9]  [cs-3: cycles 16] 9->9(289) [j_in=13]  [cs-3: cycles 13] 13->13(290) [j_in=36]  [cs-3: cycles 10] 36->34(291) [j_in=33]  [cs-3: cycles 28] dup33->32(292) [j_in=10]  [cs-3: cycles 23] dup10->10(293) [j_in=11]  [cs-3: cycles 17] 11->11(294) [j_in=14]  [cs-3: cycles 19] 14->13(295) [j_in=19]  [cs-3: cycles 15] dup19->19(296) [j_in=18]  [cs-3: cycles 21] 18->17(297) [j_in=16]  [cs-3: cycles 24] 16->16(298) [j_in=51]  [cs-3: cycles 9] 51->38(299) [j_in=31]  [cs-3: cycles 28] dup31->30(300) [j_in=10]  [cs-3: cycles 23] dup10->10(301) [j_in=30]  [cs-3: cycles 28] dup30->30(302) [j_in=20]  [cs-3: cycles 18] dup20->20(303) [j_in=13]  [cs-3: cycles 13] 13->13(304) [j_in=9]  [cs-3: cycles 16] 9->9(305) [j_in=25]  [cs-3: cycles 12] 25->24(306) [j_in=72]  [cs-3: cycles 16] 72->25(307) [j_in=33]  [cs-3: cycles 28] dup33->32(308) [j_in=15]  [cs-3: cycles 25] 15->14(309) [j_in=12]  [cs-3: cycles 15] 12->12(310) [j_in=32]  [cs-3: cycles 28] dup32->30(311) [j_in=69]  [cs-3: cycles 15] 69->24(312) [j_in=27]  [cs-3: cycles 12] 27->25(313) [j_in=35]  [cs-3: cycles 10] 35->34(314) [j_in=18]  [cs-3: cycles 21] 18->17(315) [j_in=18]  [cs-3: cycles 21] 18->17(316) [j_in=11]  [cs-3: cycles 17] 11->11(317) [j_in=33]  [cs-3: cycles 28] dup33->32(318) [j_in=21]  [cs-3: cycles 13] 21->21(319) [j_in=8]  [cs-3: cycles 37] 8->8(320) [j_in=24]  [cs-3: cycles 14] 24->23(321) [j_in=26]  [cs-3: cycles 10] 26->24(322) [j_in=29]  [cs-3: cycles 11] dup29->27(323) [j_in=28]  [cs-3: cycles 13] 28->27(324) [j_in=18]  [cs-3: cycles 21] 18->17(325) [j_in=32]  [cs-3: cycles 28] dup32->30(326) [j_in=18]  [cs-3: cycles 21] 18->17(327) [j_in=12]  [cs-3: cycles 15] 12->12(328) [j_in=29]  [cs-3: cycles 11] dup29->27(329) [j_in=7]  [cs-3: cycles 32] dup7->7(330) [j_in=40]  [cs-3: cycles 10] 40->37(331) [j_in=22]  [cs-3: cycles 26] 22->22(332) [j_in=33]  [cs-3: cycles 28] dup33->32(333) [j_in=14]  [cs-3: cycles 19] 14->13(334) [j_in=23]  [cs-3: cycles 21] 23->23(335) [j_in=22]  [cs-3: cycles 26] 22->22(336) [j_in=20]  [cs-3: cycles 18] dup20->20(337) [j_in=40]  [cs-3: cycles 10] 40->37(338) [j_in=9]  [cs-3: cycles 16] 9->9(339) [j_in=22]  [cs-3: cycles 26] 22->22(340) [j_in=24]  [cs-3: cycles 14] 24->23(341) [j_in=85]  [cs-3: cycles 21] 85->24(342) [j_in=55]  [cs-3: cycles 18] 55->47(343) [j_in=26]  [cs-3: cycles 10] 26->24(344) [j_in=13]  [cs-3: cycles 13] 13->13(345) [j_in=17]  [cs-3: cycles 24] 17->17(346) [j_in=25]  [cs-3: cycles 12] 25->24(347) [j_in=50]  [cs-3: cycles 10] 50->37(348) [j_in=13]  [cs-3: cycles 13] 13->13(349) [j_in=13]  [cs-3: cycles 13] 13->13(350) 


ENDING SEARCH because max number of tries reached at Mon Jun 11 11:58:22 2001
  after a total of 350 tries over 2 minutes 25 seconds
A log of this search is in file:
 /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.log
The search results are stored in file:
 /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.results-bin
This search can be restarted by having "force_new_search_p = false" in file:
 /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.s-params
 and reinvoking the "autoclass -search ..." form

------------------  SUMMARY OF 10 BEST RESULTS  ------------------
PROBABILITY  exp(-16266.782) N_CLASSES  30 FOUND ON TRY   59 DUPS  7 *SAVED*
PROBABILITY  exp(-16283.605) N_CLASSES  30 FOUND ON TRY  223 DUPS  2 *SAVED*
PROBABILITY  exp(-16305.340) N_CLASSES  32 FOUND ON TRY   74 DUPS  4
PROBABILITY  exp(-16339.997) N_CLASSES  32 FOUND ON TRY  152 DUPS  6
PROBABILITY  exp(-16362.340) N_CLASSES  27 FOUND ON TRY   99 DUPS  9
PROBABILITY  exp(-16399.962) N_CLASSES  30 FOUND ON TRY   10 DUPS  3
PROBABILITY  exp(-16427.763) N_CLASSES  10 FOUND ON TRY    5 DUPS  13
PROBABILITY  exp(-16453.536) N_CLASSES   7 FOUND ON TRY    4 DUPS  3
PROBABILITY  exp(-16455.829) N_CLASSES  19 FOUND ON TRY   39 DUPS  10
PROBABILITY  exp(-16477.439) N_CLASSES  20 FOUND ON TRY   25 DUPS  12

------------------  SUMMARY OF TRY CONVERGENCE  ------------------
try   59    num_cycles   28    max_cycles  200    convergent
try  223    num_cycles   28    max_cycles  200    convergent
try   74    num_cycles   28    max_cycles  200    convergent
try  152    num_cycles   28    max_cycles  200    convergent
try   99    num_cycles   11    max_cycles  200    convergent
try   10    num_cycles   28    max_cycles  200    convergent
try    5    num_cycles   23    max_cycles  200    convergent
try    4    num_cycles   32    max_cycles  200    convergent
try   39    num_cycles   15    max_cycles  200    convergent
try   25    num_cycles   18    max_cycles  200    convergent

AUTOCLASS C (version 3.3.4unx) STOPPING at Mon Jun 11 11:58:22 2001 


AUTOCLASS C (version 3.3.4unx) STARTING at Mon Jun 11 12:07:03 2001 

AUTOCLASS -SEARCH default parameters:
rel_error=1.000000e-02; start_j_list=(2,3,5,7,10,15,25); n_classes_fn_type="random_ln_normal"; fixed_j=0; min_report_period=30; max_duration=0; max_n_tries=0; n_save=2; log_file_p=true; search_file_p=true; results_file_p=true; min_save_period=1800; max_n_store=10; n_final_summary=10; start_fn_type="random"; try_fn_type="converge_search_3"; initial_cycles_p=true; save_compact_p=true; read_compact_p=true; randomize_random_p=true; n_data=0; halt_range=5.000000e-01; halt_factor=1.000000e-04; rel_delta_range=2.500000e-03; n_average=3; cs4_delta_range=2.500000e-03; sigma_beta_n_values=6; max_cycles=200; converge_print_p=false; force_new_search_p=true; checkpoint_p=false; min_checkpoint_period=10800; reconverge_type=""; screen_output_p=true; interactive_p=true; break_on_warnings_p=true; free_storage_p=true

USER supplied parameters which override the defaults:
max_n_tries=350; start_fn_type="block"; randomize_random_p=false; force_new_search_p=true


##############  Starting Input Check  ###############

To log file: 
   /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.log
During loading of: 
   [1] /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.db2,
   [2] /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.hd2,
   [3] /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.model.

   [Attribute #, value #, and datum # are zero based.]

ADVISORY[2]: data_file_format settings:
             separator_char = ',', comment_char = ';', unknown_token = '?'
ADVISORY[2]: read 26 attribute defs from 
             /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.hd2
ADVISORY[2]: for attribute #5: "num-of-doors" range increased to 3,
             for value 2 -- translator (2 ?).
ADVISORY[1]: read 205 datum from 
             /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.db2
ADVISORY[1]: discrete translations [ (internal external):count ... ] built 
             from input data --
   Attribute #0, "symboling":
      [ (0 3):27 (1 1):54 (2 2):32 (3 0):67 (4 -1):22 (5 -2):3 ]
   Attribute #2, "make":
      [ (0 alfa-romero):3 (1 audi):7 (2 bmw):8 (3 chevrolet):3 (4 dodge):9 (5 honda):13 (6 isuzu):4 (7 jaguar):3 (8 mazda):17 (9 mercedes-benz):8 (10 mercury):1 (11 mitsubishi):13 (12 nissan):18 (13 peugot):11 (14 plymouth):7 (15 porsche):5 (16 renault):2 (17 saab):6 (18 subaru):12 (19 toyota):32 (20 volkswagen):12 (21 volvo):11 ]
   Attribute #3, "fuel-type":
      [ (0 gas):185 (1 diesel):20 ]
   Attribute #4, "aspiration":
      [ (0 std):168 (1 turbo):37 ]
   Attribute #5, "num-of-doors":
      [ (0 two):89 (1 four):114 (2 ?):2 ]
   Attribute #6, "body-style":
      [ (0 convertible):6 (1 hatchback):70 (2 sedan):96 (3 wagon):25 (4 hardtop):8 ]
   Attribute #7, "drive-wheels":
      [ (0 rwd):76 (1 fwd):120 (2 4wd):9 ]
   Attribute #8, "engine-location":
      [ (0 front):202 (1 rear):3 ]
   Attribute #14, "engine-type":
      [ (0 dohc):12 (1 ohcv):13 (2 ohc):148 (3 l):12 (4 rotor):4 (5 ohcf):15 (6 dohcv):1 ]
   Attribute #15, "num-of-cylinders":
      [ (0 four):159 (1 six):24 (2 five):11 (3 three):1 (4 twelve):1 (5 two):4 (6 eight):5 ]
   Attribute #17, "fuel-system":
      [ (0 mpfi):94 (1 2bbl):66 (2 mfi):1 (3 1bbl):11 (4 spfi):1 (5 4bbl):3 (6 idi):20 (7 spdi):9 ]
ADVISORY[1]: real statistics [ min < (mean : variance) < max ] built 
             from input data --
   Attribute #1, "normalized-loses":
      [  6.5000e+01 < ( 1.2200e+02 : 1.2485e+03) <  2.5600e+02 ]
   Attribute #9, "wheel-base":
      [  8.6600e+01 < ( 9.8757e+01 : 3.6085e+01) <  1.2090e+02 ]
   Attribute #10, "length":
      [  1.4110e+02 < ( 1.7405e+02 : 1.5147e+02) <  2.0810e+02 ]
   Attribute #11, "width":
      [  6.0300e+01 < ( 6.5908e+01 : 4.5795e+00) <  7.2300e+01 ]
   Attribute #12, "height":
      [  4.7800e+01 < ( 5.3725e+01 : 5.9417e+00) <  5.9800e+01 ]
   Attribute #13, "curb-weight":
      [  1.4880e+03 < ( 2.5556e+03 : 2.6979e+05) <  4.0660e+03 ]
   Attribute #16, "engine-size":
      [  6.1000e+01 < ( 1.2691e+02 : 1.7257e+03) <  3.2600e+02 ]
   Attribute #18, "bore":
      [  2.5400e+00 < ( 3.3298e+00 : 7.4451e-02) <  3.9400e+00 ]
   Attribute #19, "stroke":
      [  2.0700e+00 < ( 3.2554e+00 : 9.9811e-02) <  4.1700e+00 ]
   Attribute #20, "compression-ratio":
      [  7.0000e+00 < ( 1.0143e+01 : 1.5700e+01) <  2.3000e+01 ]
   Attribute #21, "horse-power":
      [  4.8000e+01 < ( 1.0426e+02 : 1.5695e+03) <  2.8800e+02 ]
   Attribute #22, "peak-rpm":
      [  4.1500e+03 < ( 5.1254e+03 : 2.2863e+05) <  6.6000e+03 ]
   Attribute #23, "city-mpg":
      [  1.3000e+01 < ( 2.5220e+01 : 4.2591e+01) <  4.9000e+01 ]
   Attribute #24, "highway-mpg":
      [  1.6000e+01 < ( 3.0751e+01 : 4.7192e+01) <  5.4000e+01 ]
   Attribute #25, "price":
      [  5.1180e+03 < ( 1.3207e+04 : 6.2842e+07) <  4.5400e+04 ]
ADVISORY[3]: the default model term type, single_multinomial, 
             will be used for these attributes:
             #2: "make"
             #3: "fuel-type"
             #4: "aspiration"
             #5: "num-of-doors"
             #6: "body-style"
             #7: "drive-wheels"
             #8: "engine-location"
             #14: "engine-type"
             #15: "num-of-cylinders"
             #17: "fuel-system"
ADVISORY[3]: read 1 model def from 
             /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.model
ADVISORY[2]: log_transform is being applied to attribute #1:
             "normalized-loses" and will be stored as attribute #26.
   Attribute #26, "Log normalized-loses":
      [  4.1744e+00 < ( 4.7637e+00 : 8.0123e-02) <  5.5452e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #18:
             "bore" and will be stored as attribute #27.
   Attribute #27, "Log bore":
      [  9.3216e-01 < ( 1.1995e+00 : 6.7855e-03) <  1.3712e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #19:
             "stroke" and will be stored as attribute #28.
   Attribute #28, "Log stroke":
      [  7.2755e-01 < ( 1.1753e+00 : 1.0509e-02) <  1.4279e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #21:
             "horse-power" and will be stored as attribute #29.
   Attribute #29, "Log horse-power":
      [  3.8712e+00 < ( 4.5841e+00 : 1.1947e-01) <  5.6630e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #22:
             "peak-rpm" and will be stored as attribute #30.
   Attribute #30, "Log peak-rpm":
      [  8.3309e+00 < ( 8.5376e+00 : 8.8318e-03) <  8.7948e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #25:
             "price" and will be stored as attribute #31.
   Attribute #31, "Log price":
      [  8.5405e+00 < ( 9.3501e+00 : 2.5100e-01) <  1.0723e+01 ]
ADVISORY[2]: log_transform is being applied to attribute #9:
             "wheel-base" and will be stored as attribute #32.
   Attribute #32, "Log wheel-base":
      [  4.4613e+00 < ( 4.5909e+00 : 3.5069e-03) <  4.7950e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #10:
             "length" and will be stored as attribute #33.
   Attribute #33, "Log length":
      [  4.9495e+00 < ( 5.1568e+00 : 5.0053e-03) <  5.3380e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #11:
             "width" and will be stored as attribute #34.
   Attribute #34, "Log width":
      [  4.0993e+00 < ( 4.1877e+00 : 1.0268e-03) <  4.2808e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #12:
             "height" and will be stored as attribute #35.
   Attribute #35, "Log height":
      [  3.8670e+00 < ( 3.9828e+00 : 2.0614e-03) <  4.0910e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #13:
             "curb-weight" and will be stored as attribute #36.
   Attribute #36, "Log curb-weight":
      [  7.3052e+00 < ( 7.8262e+00 : 3.8996e-02) <  8.3104e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #16:
             "engine-size" and will be stored as attribute #37.
   Attribute #37, "Log engine-size":
      [  4.1109e+00 < ( 4.8002e+00 : 7.9679e-02) <  5.7869e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #20:
             "compression-ratio" and will be stored as attribute #38.
   Attribute #38, "Log compression-ratio":
      [  1.9459e+00 < ( 2.2674e+00 : 7.9267e-02) <  3.1355e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #23:
             "city-mpg" and will be stored as attribute #39.
   Attribute #39, "Log city-mpg":
      [  2.5649e+00 < ( 3.1948e+00 : 6.5718e-02) <  3.8918e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #24:
             "highway-mpg" and will be stored as attribute #40.
   Attribute #40, "Log highway-mpg":
      [  2.7726e+00 < ( 3.4011e+00 : 5.0072e-02) <  3.9890e+00 ]

############ Input Check Concluded ##############

WELCOME TO AUTOCLASS.
  1) Each time I have finished a new 'trial', or attempt to find a good
     classification, I will print the number of classes that trial
     started and ended with, such as 9->7.
  2) If that trial results in a duplicate of a previous run, I will print
     'dup' first.
  3) If that trial results in a classification better than any previous, 
     I will print 'best' first.
  4) If more than 30 seconds have passed since the last report, and a new
     classification has been found which is better than any previous ones,
     I will report on that classification and on the status of the search
     so far.
  5) This report will include an estimate of the time it will take to find
     another even better classification, and how much better that will be.
     In addition, I will estimate a lower bound on how long it might take to
     find the very best classification, and how much better that might be.
  6) If you are warned about too much time in overhead, you may want to
     change the parameters n_save, min_save_period, min_report_period, or
     min_checkpoint_period.
  7) To quit searching, type a 'q', hit <return>, and wait.  Otherwise I'll
     go on until I complete trial number (350).
  8) If needed, every 30 minutes I will save the best 2 classifications
     so far to file: 
     /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.results-bin
     and a description of the search to file:
     /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.search
  9) A record of this search will be printed to file:
     /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.log

BEGINNING SEARCH at Mon Jun 11 12:07:05 2001

[j_in=2]  [cs-3: cycles 22] best2->2(1) [j_in=3]  [cs-3: cycles 16] best3->3(2) [j_in=5]  [cs-3: cycles 37] best5->5(3) [j_in=7]  [cs-3: cycles 32] best7->7(4) [j_in=10]  [cs-3: cycles 23] best10->10(5) [j_in=15]  [cs-3: cycles 25] 15->14(6) [j_in=25]  [cs-3: cycles 12] 25->24(7) [j_in=2]  [cs-3: cycles 22] dup2->2(8) [j_in=10]  [cs-3: cycles 23] dup10->10(9) [j_in=30]  [cs-3: cycles 28] best30->30(10) [j_in=8]  [cs-3: cycles 37] 8->8(11) [j_in=13]  [cs-3: cycles 13] 13->13(12) [j_in=8]  [cs-3: cycles 37] dup8->8(13) [j_in=5]  [cs-3: cycles 37] dup5->5(14) [j_in=6]  [cs-3: cycles 38] 6->6(15) [j_in=9]  [cs-3: cycles 16] 9->9(16) [j_in=12]  [cs-3: cycles 15] 12->12(17) [j_in=11]  [cs-3: cycles 17] 11->11(18) [j_in=6]  [cs-3: cycles 38] 6->6(19) [j_in=13]  [cs-3: cycles 13] dup13->13(20) [j_in=12]  [cs-3: cycles 15] dup12->12(21) [j_in=13]  [cs-3: cycles 13] dup13->13(22) [j_in=9]  [cs-3: cycles 16] dup9->9(23) [j_in=13]  [cs-3: cycles 13] dup13->13(24) [j_in=20]  [cs-3: cycles 18] 20->20(25) [j_in=11]  [cs-3: cycles 17] dup11->11(26) [j_in=20]  [cs-3: cycles 18] dup20->20(27) [j_in=13]  [cs-3: cycles 13] dup13->13(28) [j_in=12]  [cs-3: cycles 15] dup12->12(29) [j_in=14]  [cs-3: cycles 19] 14->13(30) [j_in=8]  [cs-3: cycles 37] 8->8(31) [j_in=15]  [cs-3: cycles 25] dup15->14(32) [j_in=6]  [cs-3: cycles 38] 6->6(33) [j_in=14]  [cs-3: cycles 19] dup14->13(34) [j_in=14]  [cs-3: cycles 19] dup14->13(35) [j_in=10]  [cs-3: cycles 23] dup10->10(36) [j_in=18]  [cs-3: cycles 21] 18->17(37) [j_in=21]  [cs-3: cycles 13] 21->21(38) [j_in=19]  [cs-3: cycles 15] 19->19(39) [j_in=9]  [cs-3: cycles 16] dup9->9(40) [j_in=13]  [cs-3: cycles 13] dup13->13(41) [j_in=11]  [cs-3: cycles 17] dup11->11(42) [j_in=21]  [cs-3: cycles 13] 21->21(43) [j_in=5]  [cs-3: cycles 37] 5->5(44) [j_in=38]  [cs-3: cycles 10] 38->36(45) [j_in=10]  [cs-3: cycles 23] dup10->10(46) [j_in=13]  [cs-3: cycles 13] dup13->13(47) [j_in=17]  [cs-3: cycles 24] 17->17(48) [j_in=13]  [cs-3: cycles 13] dup13->13(49) [j_in=23]  [cs-3: cycles 21] 23->23(50) [j_in=22]  [cs-3: cycles 26] 22->22(51) [j_in=12]  [cs-3: cycles 15] 12->12(52) [j_in=12]  [cs-3: cycles 15] 12->12(53) [j_in=14]  [cs-3: cycles 19] 14->13(54) [j_in=24]  [cs-3: cycles 14] 24->23(55) [j_in=11]  [cs-3: cycles 17] dup11->11(56) [j_in=20]  [cs-3: cycles 18] dup20->20(57) [j_in=10]  [cs-3: cycles 23] dup10->10(58) [j_in=32]  [cs-3: cycles 28] best32->30(59) [j_in=8]  [cs-3: cycles 37] 8->8(60) [j_in=10]  [cs-3: cycles 23] dup10->10(61) [j_in=7]  [cs-3: cycles 32] dup7->7(62) [j_in=15]  [cs-3: cycles 25] 15->14(63) [j_in=11]  [cs-3: cycles 17] dup11->11(64) [j_in=17]  [cs-3: cycles 24] 17->17(65) [j_in=26]  [cs-3: cycles 10] 26->24(66) [j_in=17]  [cs-3: cycles 24] 17->17(67) [j_in=17]  [cs-3: cycles 24] 17->17(68) [j_in=25]  [cs-3: cycles 12] 25->24(69) [j_in=35]  [cs-3: cycles 10] 35->34(70) [j_in=21]  [cs-3: cycles 13] 21->21(71) [j_in=14]  [cs-3: cycles 19] 14->13(72) [j_in=8]  [cs-3: cycles 37] 8->8(73) [j_in=34]  [cs-3: cycles 28] 34->32(74) [j_in=11]  [cs-3: cycles 17] dup11->11(75) [j_in=24]  [cs-3: cycles 14] 24->23(76) [j_in=18]  [cs-3: cycles 21] dup18->17(77) [j_in=16]  [cs-3: cycles 24] 16->16(78) [j_in=26]  [cs-3: cycles 10] 26->24(79) [j_in=21]  [cs-3: cycles 13] 21->21(80) [j_in=22]  [cs-3: cycles 26] dup22->22(81) [j_in=15]  [cs-3: cycles 25] 15->14(82) [j_in=23]  [cs-3: cycles 21] 23->23(83) [j_in=28]  [cs-3: cycles 13] 28->27(84) [j_in=21]  [cs-3: cycles 13] 21->21(85) [j_in=25]  [cs-3: cycles 12] 25->24(86) [j_in=13]  [cs-3: cycles 13] 13->13(87) [j_in=13]  [cs-3: cycles 13] 13->13(88) [j_in=17]  [cs-3: cycles 24] 17->17(89) 

----------------  NEW BEST CLASSIFICATION FOUND on try 59  -------------
It has 30 CLASSES with WEIGHTS 21 13 13 10 10 10 9 9 7 7 7 7 7 6 6 6 6 6 5 4 4 4 4 4 4 4 3 3 3 3
PROBABILITY of both the data and the classification = exp(-16266.782)
(Also found 58 other better than last report.)

-----------  SEARCH STATUS as of Mon Jun 11 12:07:36 2001  -----------
It just took 31 seconds since beginning.
Estimate < 31 seconds to find a classification
  exp(32.3) [= 1.1e+14] times more probable.
Estimate >> 0 seconds to find the very best classification,
 which may be exp(0.0) to exp(6901.4) times more probable.
Have seen 57 of the estimated > 22 possible classifications (based on 32
 duplicates do far).
Log-Normal fit to classifications probabilities has M(ean) -16615.1,
 S(igma) 120.4
Choosing initial n-classes randomly from a log_normal [M-S, M, M+S] = 
 [11.9, 19.9, 33.3]
Overhead time is 3.1 % of total search time
WARNING: You may be running out of peaks to find.  Estimates are too 
 optimistic

[j_in=22]  [cs-3: cycles 26] dup22->22(90) [j_in=6]  [cs-3: cycles 38] 6->6(91) [j_in=16]  [cs-3: cycles 24] 16->16(92) [j_in=22]  [cs-3: cycles 26] dup22->22(93) [j_in=12]  [cs-3: cycles 15] 12->12(94) [j_in=13]  [cs-3: cycles 13] 13->13(95) [j_in=24]  [cs-3: cycles 14] 24->23(96) [j_in=20]  [cs-3: cycles 18] dup20->20(97) [j_in=13]  [cs-3: cycles 13] 13->13(98) [j_in=29]  [cs-3: cycles 11] 29->27(99) [j_in=20]  [cs-3: cycles 18] dup20->20(100) [j_in=29]  [cs-3: cycles 11] dup29->27(101) [j_in=47]  [cs-3: cycles 13] 47->35(102) [j_in=49]  [cs-3: cycles 17] 49->37(103) [j_in=23]  [cs-3: cycles 21] 23->23(104) [j_in=10]  [cs-3: cycles 23] dup10->10(105) [j_in=26]  [cs-3: cycles 10] 26->24(106) [j_in=21]  [cs-3: cycles 13] 21->21(107) [j_in=23]  [cs-3: cycles 21] 23->23(108) [j_in=35]  [cs-3: cycles 10] 35->34(109) [j_in=11]  [cs-3: cycles 17] 11->11(110) [j_in=28]  [cs-3: cycles 13] dup28->27(111) [j_in=37]  [cs-3: cycles 10] 37->35(112) [j_in=16]  [cs-3: cycles 24] 16->16(113) [j_in=18]  [cs-3: cycles 21] dup18->17(114) [j_in=25]  [cs-3: cycles 12] 25->24(115) [j_in=26]  [cs-3: cycles 10] 26->24(116) [j_in=26]  [cs-3: cycles 10] 26->24(117) [j_in=32]  [cs-3: cycles 28] dup32->30(118) [j_in=48]  [cs-3: cycles 17] 48->37(119) [j_in=52]  [cs-3: cycles 16] 52->47(120) [j_in=69]  [cs-3: cycles 15] 69->24(121) [j_in=15]  [cs-3: cycles 25] 15->14(122) [j_in=25]  [cs-3: cycles 12] 25->24(123) [j_in=18]  [cs-3: cycles 21] dup18->17(124) [j_in=39]  [cs-3: cycles 10] 39->36(125) [j_in=18]  [cs-3: cycles 21] dup18->17(126) [j_in=16]  [cs-3: cycles 24] 16->16(127) [j_in=5]  [cs-3: cycles 37] 5->5(128) [j_in=16]  [cs-3: cycles 24] 16->16(129) [j_in=28]  [cs-3: cycles 13] dup28->27(130) [j_in=25]  [cs-3: cycles 12] 25->24(131) [j_in=32]  [cs-3: cycles 28] dup32->30(132) [j_in=7]  [cs-3: cycles 32] dup7->7(133) [j_in=18]  [cs-3: cycles 21] dup18->17(134) [j_in=8]  [cs-3: cycles 37] 8->8(135) [j_in=10]  [cs-3: cycles 23] dup10->10(136) [j_in=29]  [cs-3: cycles 11] dup29->27(137) [j_in=23]  [cs-3: cycles 21] 23->23(138) [j_in=22]  [cs-3: cycles 26] 22->22(139) [j_in=34]  [cs-3: cycles 28] dup34->32(140) [j_in=21]  [cs-3: cycles 13] 21->21(141) [j_in=17]  [cs-3: cycles 24] 17->17(142) [j_in=24]  [cs-3: cycles 14] 24->23(143) [j_in=21]  [cs-3: cycles 13] 21->21(144) [j_in=11]  [cs-3: cycles 17] 11->11(145) [j_in=12]  [cs-3: cycles 15] 12->12(146) [j_in=24]  [cs-3: cycles 14] 24->23(147) [j_in=19]  [cs-3: cycles 15] dup19->19(148) [j_in=35]  [cs-3: cycles 10] 35->34(149) [j_in=19]  [cs-3: cycles 15] dup19->19(150) [j_in=13]  [cs-3: cycles 13] 13->13(151) [j_in=33]  [cs-3: cycles 28] 33->32(152) [j_in=22]  [cs-3: cycles 26] 22->22(153) [j_in=22]  [cs-3: cycles 26] 22->22(154) [j_in=14]  [cs-3: cycles 19] 14->13(155) [j_in=23]  [cs-3: cycles 21] 23->23(156) [j_in=71]  [cs-3: cycles 25] 71->25(157) [j_in=16]  [cs-3: cycles 24] 16->16(158) [j_in=26]  [cs-3: cycles 10] 26->24(159) [j_in=8]  [cs-3: cycles 37] 8->8(160) [j_in=30]  [cs-3: cycles 28] dup30->30(161) [j_in=25]  [cs-3: cycles 12] 25->24(162) [j_in=22]  [cs-3: cycles 26] 22->22(163) [j_in=75]  [cs-3: cycles 13] 75->25(164) [j_in=14]  [cs-3: cycles 19] 14->13(165) [j_in=12]  [cs-3: cycles 15] 12->12(166) [j_in=59]  [cs-3: cycles 19] 59->49(167) [j_in=10]  [cs-3: cycles 23] dup10->10(168) [j_in=26]  [cs-3: cycles 10] 26->24(169) [j_in=15]  [cs-3: cycles 25] 15->14(170) [j_in=29]  [cs-3: cycles 11] dup29->27(171) [j_in=62]  [cs-3: cycles 15] 62->50(172) [j_in=15]  [cs-3: cycles 25] 15->14(173) [j_in=18]  [cs-3: cycles 21] 18->17(174) [j_in=10]  [cs-3: cycles 23] dup10->10(175) [j_in=47]  [cs-3: cycles 13] 47->35(176) [j_in=78]  [cs-3: cycles 19] 78->25(177) [j_in=12]  [cs-3: cycles 15] 12->12(178) [j_in=15]  [cs-3: cycles 25] 15->14(179) [j_in=10]  [cs-3: cycles 23] dup10->10(180) [j_in=19]  [cs-3: cycles 15] dup19->19(181) [j_in=37]  [cs-3: cycles 10] 37->35(182) [j_in=18]  [cs-3: cycles 21] 18->17(183) [j_in=19]  [cs-3: cycles 15] dup19->19(184) [j_in=23]  [cs-3: cycles 21] 23->23(185) [j_in=12]  [cs-3: cycles 15] 12->12(186) [j_in=19]  [cs-3: cycles 15] dup19->19(187) [j_in=18]  [cs-3: cycles 21] 18->17(188) [j_in=5]  [cs-3: cycles 37] 5->5(189) [j_in=29]  [cs-3: cycles 11] dup29->27(190) [j_in=23]  [cs-3: cycles 21] 23->23(191) [j_in=11]  [cs-3: cycles 17] 11->11(192) [j_in=22]  [cs-3: cycles 26] 22->22(193) [j_in=28]  [cs-3: cycles 13] dup28->27(194) [j_in=18]  [cs-3: cycles 21] 18->17(195) [j_in=21]  [cs-3: cycles 13] 21->21(196) [j_in=37]  [cs-3: cycles 10] 37->35(197) [j_in=10]  [cs-3: cycles 23] dup10->10(198) [j_in=27]  [cs-3: cycles 12] 27->25(199) [j_in=27]  [cs-3: cycles 12] 27->25(200) [j_in=26]  [cs-3: cycles 10] 26->24(201) [j_in=15]  [cs-3: cycles 25] 15->14(202) [j_in=32]  [cs-3: cycles 28] dup32->30(203) [j_in=14]  [cs-3: cycles 19] 14->13(204) [j_in=20]  [cs-3: cycles 18] dup20->20(205) [j_in=61]  [cs-3: cycles 14] 61->49(206) [j_in=12]  [cs-3: cycles 15] 12->12(207) [j_in=27]  [cs-3: cycles 12] 27->25(208) [j_in=12]  [cs-3: cycles 15] 12->12(209) [j_in=15]  [cs-3: cycles 25] 15->14(210) [j_in=55]  [cs-3: cycles 18] 55->47(211) [j_in=22]  [cs-3: cycles 26] 22->22(212) [j_in=28]  [cs-3: cycles 13] dup28->27(213) [j_in=13]  [cs-3: cycles 13] 13->13(214) [j_in=15]  [cs-3: cycles 25] 15->14(215) [j_in=21]  [cs-3: cycles 13] 21->21(216) [j_in=33]  [cs-3: cycles 28] dup33->32(217) [j_in=24]  [cs-3: cycles 14] 24->23(218) [j_in=18]  [cs-3: cycles 21] 18->17(219) [j_in=15]  [cs-3: cycles 25] 15->14(220) [j_in=25]  [cs-3: cycles 12] 25->24(221) [j_in=24]  [cs-3: cycles 14] 24->23(222) [j_in=31]  [cs-3: cycles 28] 31->30(223) [j_in=20]  [cs-3: cycles 18] dup20->20(224) [j_in=27]  [cs-3: cycles 12] 27->25(225) [j_in=11]  [cs-3: cycles 17] 11->11(226) [j_in=34]  [cs-3: cycles 28] dup34->32(227) [j_in=11]  [cs-3: cycles 17] 11->11(228) [j_in=42]  [cs-3: cycles 23] 42->34(229) [j_in=23]  [cs-3: cycles 21] 23->23(230) [j_in=26]  [cs-3: cycles 10] 26->24(231) [j_in=19]  [cs-3: cycles 15] dup19->19(232) [j_in=20]  [cs-3: cycles 18] dup20->20(233) [j_in=25]  [cs-3: cycles 12] 25->24(234) [j_in=45]  [cs-3: cycles 13] 45->36(235) [j_in=19]  [cs-3: cycles 15] dup19->19(236) [j_in=17]  [cs-3: cycles 24] 17->17(237) [j_in=18]  [cs-3: cycles 21] 18->17(238) [j_in=29]  [cs-3: cycles 11] dup29->27(239) [j_in=12]  [cs-3: cycles 15] 12->12(240) [j_in=34]  [cs-3: cycles 28] dup34->32(241) [j_in=49]  [cs-3: cycles 17] 49->37(242) [j_in=6]  [cs-3: cycles 38] 6->6(243) [j_in=30]  [cs-3: cycles 28] dup30->30(244) [j_in=21]  [cs-3: cycles 13] 21->21(245) [j_in=41]  [cs-3: cycles 10] 41->38(246) [j_in=32]  [cs-3: cycles 28] dup32->30(247) [j_in=21]  [cs-3: cycles 13] 21->21(248) [j_in=19]  [cs-3: cycles 15] dup19->19(249) [j_in=13]  [cs-3: cycles 13] 13->13(250) [j_in=39]  [cs-3: cycles 10] 39->36(251) [j_in=15]  [cs-3: cycles 25] 15->14(252) [j_in=32]  [cs-3: cycles 28] dup32->30(253) [j_in=22]  [cs-3: cycles 26] 22->22(254) [j_in=20]  [cs-3: cycles 18] dup20->20(255) [j_in=12]  [cs-3: cycles 15] 12->12(256) [j_in=5]  [cs-3: cycles 37] 5->5(257) [j_in=47]  [cs-3: cycles 13] 47->35(258) [j_in=29]  [cs-3: cycles 11] dup29->27(259) [j_in=31]  [cs-3: cycles 28] dup31->30(260) [j_in=39]  [cs-3: cycles 10] 39->36(261) [j_in=14]  [cs-3: cycles 19] 14->13(262) [j_in=29]  [cs-3: cycles 11] dup29->27(263) [j_in=25]  [cs-3: cycles 12] 25->24(264) [j_in=20]  [cs-3: cycles 18] dup20->20(265) [j_in=20]  [cs-3: cycles 18] dup20->20(266) [j_in=23]  [cs-3: cycles 21] 23->23(267) [j_in=9]  [cs-3: cycles 16] 9->9(268) [j_in=33]  [cs-3: cycles 28] dup33->32(269) [j_in=26]  [cs-3: cycles 10] 26->24(270) [j_in=19]  [cs-3: cycles 15] dup19->19(271) [j_in=13]  [cs-3: cycles 13] 13->13(272) [j_in=25]  [cs-3: cycles 12] 25->24(273) [j_in=42]  [cs-3: cycles 23] 42->34(274) [j_in=14]  [cs-3: cycles 19] 14->13(275) [j_in=5]  [cs-3: cycles 37] 5->5(276) [j_in=22]  [cs-3: cycles 26] 22->22(277) [j_in=59]  [cs-3: cycles 19] 59->49(278) [j_in=13]  [cs-3: cycles 13] 13->13(279) [j_in=35]  [cs-3: cycles 10] 35->34(280) [j_in=59]  [cs-3: cycles 19] 59->49(281) [j_in=11]  [cs-3: cycles 17] 11->11(282) [j_in=21]  [cs-3: cycles 13] 21->21(283) [j_in=17]  [cs-3: cycles 24] 17->17(284) [j_in=56]  [cs-3: cycles 16] 56->48(285) [j_in=34]  [cs-3: cycles 28] dup34->32(286) [j_in=53]  [cs-3: cycles 16] 53->48(287) [j_in=47]  [cs-3: cycles 13] 47->35(288) [j_in=9]  [cs-3: cycles 16] 9->9(289) [j_in=13]  [cs-3: cycles 13] 13->13(290) [j_in=36]  [cs-3: cycles 10] 36->34(291) [j_in=33]  [cs-3: cycles 28] dup33->32(292) [j_in=10]  [cs-3: cycles 23] dup10->10(293) [j_in=11]  [cs-3: cycles 17] 11->11(294) [j_in=14]  [cs-3: cycles 19] 14->13(295) [j_in=19]  [cs-3: cycles 15] dup19->19(296) [j_in=18]  [cs-3: cycles 21] 18->17(297) [j_in=16]  [cs-3: cycles 24] 16->16(298) [j_in=51]  [cs-3: cycles 9] 51->38(299) [j_in=31]  [cs-3: cycles 28] dup31->30(300) [j_in=10]  [cs-3: cycles 23] dup10->10(301) [j_in=30]  [cs-3: cycles 28] dup30->30(302) [j_in=20]  [cs-3: cycles 18] dup20->20(303) [j_in=13]  [cs-3: cycles 13] 13->13(304) [j_in=9]  [cs-3: cycles 16] 9->9(305) [j_in=25]  [cs-3: cycles 12] 25->24(306) [j_in=72]  [cs-3: cycles 16] 72->25(307) [j_in=33]  [cs-3: cycles 28] dup33->32(308) [j_in=15]  [cs-3: cycles 25] 15->14(309) [j_in=12]  [cs-3: cycles 15] 12->12(310) [j_in=32]  [cs-3: cycles 28] dup32->30(311) [j_in=69]  [cs-3: cycles 15] 69->24(312) [j_in=27]  [cs-3: cycles 12] 27->25(313) [j_in=35]  [cs-3: cycles 10] 35->34(314) [j_in=18]  [cs-3: cycles 21] 18->17(315) [j_in=18]  [cs-3: cycles 21] 18->17(316) [j_in=11]  [cs-3: cycles 17] 11->11(317) [j_in=33]  [cs-3: cycles 28] dup33->32(318) [j_in=21]  [cs-3: cycles 13] 21->21(319) [j_in=8]  [cs-3: cycles 37] 8->8(320) [j_in=24]  [cs-3: cycles 14] 24->23(321) [j_in=26]  [cs-3: cycles 10] 26->24(322) [j_in=29]  [cs-3: cycles 11] dup29->27(323) [j_in=28]  [cs-3: cycles 13] 28->27(324) [j_in=18]  [cs-3: cycles 21] 18->17(325) [j_in=32]  [cs-3: cycles 28] dup32->30(326) [j_in=18]  [cs-3: cycles 21] 18->17(327) [j_in=12]  [cs-3: cycles 15] 12->12(328) [j_in=29]  [cs-3: cycles 11] dup29->27(329) [j_in=7]  [cs-3: cycles 32] dup7->7(330) [j_in=40]  [cs-3: cycles 10] 40->37(331) [j_in=22]  [cs-3: cycles 26] 22->22(332) [j_in=33]  [cs-3: cycles 28] dup33->32(333) [j_in=14]  [cs-3: cycles 19] 14->13(334) [j_in=23]  [cs-3: cycles 21] 23->23(335) [j_in=22]  [cs-3: cycles 26] 22->22(336) [j_in=20]  [cs-3: cycles 18] dup20->20(337) [j_in=40]  [cs-3: cycles 10] 40->37(338) [j_in=9]  [cs-3: cycles 16] 9->9(339) [j_in=22]  [cs-3: cycles 26] 22->22(340) [j_in=24]  [cs-3: cycles 14] 24->23(341) [j_in=85]  [cs-3: cycles 21] 85->24(342) [j_in=55]  [cs-3: cycles 18] 55->47(343) [j_in=26]  [cs-3: cycles 10] 26->24(344) [j_in=13]  [cs-3: cycles 13] 13->13(345) [j_in=17]  [cs-3: cycles 24] 17->17(346) [j_in=25]  [cs-3: cycles 12] 25->24(347) [j_in=50]  [cs-3: cycles 10] 50->37(348) [j_in=13]  [cs-3: cycles 13] 13->13(349) [j_in=13]  [cs-3: cycles 13] 13->13(350) 


ENDING SEARCH because max number of tries reached at Mon Jun 11 12:09:30 2001
  after a total of 350 tries over 2 minutes 26 seconds
A log of this search is in file:
 /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.log
The search results are stored in file:
 /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.results-bin
This search can be restarted by having "force_new_search_p = false" in file:
 /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.s-params
 and reinvoking the "autoclass -search ..." form

------------------  SUMMARY OF 10 BEST RESULTS  ------------------
PROBABILITY  exp(-16266.782) N_CLASSES  30 FOUND ON TRY   59 DUPS  7 *SAVED*
PROBABILITY  exp(-16283.605) N_CLASSES  30 FOUND ON TRY  223 DUPS  2 *SAVED*
PROBABILITY  exp(-16305.340) N_CLASSES  32 FOUND ON TRY   74 DUPS  4
PROBABILITY  exp(-16339.997) N_CLASSES  32 FOUND ON TRY  152 DUPS  6
PROBABILITY  exp(-16362.340) N_CLASSES  27 FOUND ON TRY   99 DUPS  9
PROBABILITY  exp(-16399.962) N_CLASSES  30 FOUND ON TRY   10 DUPS  3
PROBABILITY  exp(-16427.763) N_CLASSES  10 FOUND ON TRY    5 DUPS  13
PROBABILITY  exp(-16453.536) N_CLASSES   7 FOUND ON TRY    4 DUPS  3
PROBABILITY  exp(-16455.829) N_CLASSES  19 FOUND ON TRY   39 DUPS  10
PROBABILITY  exp(-16477.439) N_CLASSES  20 FOUND ON TRY   25 DUPS  12

------------------  SUMMARY OF TRY CONVERGENCE  ------------------
try   59    num_cycles   28    max_cycles  200    convergent
try  223    num_cycles   28    max_cycles  200    convergent
try   74    num_cycles   28    max_cycles  200    convergent
try  152    num_cycles   28    max_cycles  200    convergent
try   99    num_cycles   11    max_cycles  200    convergent
try   10    num_cycles   28    max_cycles  200    convergent
try    5    num_cycles   23    max_cycles  200    convergent
try    4    num_cycles   32    max_cycles  200    convergent
try   39    num_cycles   15    max_cycles  200    convergent
try   25    num_cycles   18    max_cycles  200    convergent

AUTOCLASS C (version 3.3.4unx) STOPPING at Mon Jun 11 12:09:30 2001 


AUTOCLASS C (version 3.3.4unx) STARTING at Mon Jun 11 14:47:36 2001 

AUTOCLASS -SEARCH default parameters:
rel_error=1.000000e-02; start_j_list=(2,3,5,7,10,15,25); n_classes_fn_type="random_ln_normal"; fixed_j=0; min_report_period=30; max_duration=0; max_n_tries=0; n_save=2; log_file_p=true; search_file_p=true; results_file_p=true; min_save_period=1800; max_n_store=10; n_final_summary=10; start_fn_type="random"; try_fn_type="converge_search_3"; initial_cycles_p=true; save_compact_p=true; read_compact_p=true; randomize_random_p=true; n_data=0; halt_range=5.000000e-01; halt_factor=1.000000e-04; rel_delta_range=2.500000e-03; n_average=3; cs4_delta_range=2.500000e-03; sigma_beta_n_values=6; max_cycles=200; converge_print_p=false; force_new_search_p=true; checkpoint_p=false; min_checkpoint_period=10800; reconverge_type=""; screen_output_p=true; interactive_p=true; break_on_warnings_p=true; free_storage_p=true

USER supplied parameters which override the defaults:
max_n_tries=250; force_new_search_p=true


##############  Starting Input Check  ###############

To log file: 
   /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.log
During loading of: 
   [1] /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.db2,
   [2] /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.hd2,
   [3] /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.model.

   [Attribute #, value #, and datum # are zero based.]

ADVISORY[2]: data_file_format settings:
             separator_char = ',', comment_char = ';', unknown_token = '?'
ADVISORY[2]: read 26 attribute defs from 
             /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.hd2
ADVISORY[2]: for attribute #5: "num-of-doors" range increased to 3,
             for value 2 -- translator (2 ?).
ADVISORY[1]: read 205 datum from 
             /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.db2
ADVISORY[1]: discrete translations [ (internal external):count ... ] built 
             from input data --
   Attribute #0, "symboling":
      [ (0 3):27 (1 1):54 (2 2):32 (3 0):67 (4 -1):22 (5 -2):3 ]
   Attribute #2, "make":
      [ (0 alfa-romero):3 (1 audi):7 (2 bmw):8 (3 chevrolet):3 (4 dodge):9 (5 honda):13 (6 isuzu):4 (7 jaguar):3 (8 mazda):17 (9 mercedes-benz):8 (10 mercury):1 (11 mitsubishi):13 (12 nissan):18 (13 peugot):11 (14 plymouth):7 (15 porsche):5 (16 renault):2 (17 saab):6 (18 subaru):12 (19 toyota):32 (20 volkswagen):12 (21 volvo):11 ]
   Attribute #3, "fuel-type":
      [ (0 gas):185 (1 diesel):20 ]
   Attribute #4, "aspiration":
      [ (0 std):168 (1 turbo):37 ]
   Attribute #5, "num-of-doors":
      [ (0 two):89 (1 four):114 (2 ?):2 ]
   Attribute #6, "body-style":
      [ (0 convertible):6 (1 hatchback):70 (2 sedan):96 (3 wagon):25 (4 hardtop):8 ]
   Attribute #7, "drive-wheels":
      [ (0 rwd):76 (1 fwd):120 (2 4wd):9 ]
   Attribute #8, "engine-location":
      [ (0 front):202 (1 rear):3 ]
   Attribute #14, "engine-type":
      [ (0 dohc):12 (1 ohcv):13 (2 ohc):148 (3 l):12 (4 rotor):4 (5 ohcf):15 (6 dohcv):1 ]
   Attribute #15, "num-of-cylinders":
      [ (0 four):159 (1 six):24 (2 five):11 (3 three):1 (4 twelve):1 (5 two):4 (6 eight):5 ]
   Attribute #17, "fuel-system":
      [ (0 mpfi):94 (1 2bbl):66 (2 mfi):1 (3 1bbl):11 (4 spfi):1 (5 4bbl):3 (6 idi):20 (7 spdi):9 ]
ADVISORY[1]: real statistics [ min < (mean : variance) < max ] built 
             from input data --
   Attribute #1, "normalized-loses":
      [  6.5000e+01 < ( 1.2200e+02 : 1.2485e+03) <  2.5600e+02 ]
   Attribute #9, "wheel-base":
      [  8.6600e+01 < ( 9.8757e+01 : 3.6085e+01) <  1.2090e+02 ]
   Attribute #10, "length":
      [  1.4110e+02 < ( 1.7405e+02 : 1.5147e+02) <  2.0810e+02 ]
   Attribute #11, "width":
      [  6.0300e+01 < ( 6.5908e+01 : 4.5795e+00) <  7.2300e+01 ]
   Attribute #12, "height":
      [  4.7800e+01 < ( 5.3725e+01 : 5.9417e+00) <  5.9800e+01 ]
   Attribute #13, "curb-weight":
      [  1.4880e+03 < ( 2.5556e+03 : 2.6979e+05) <  4.0660e+03 ]
   Attribute #16, "engine-size":
      [  6.1000e+01 < ( 1.2691e+02 : 1.7257e+03) <  3.2600e+02 ]
   Attribute #18, "bore":
      [  2.5400e+00 < ( 3.3298e+00 : 7.4451e-02) <  3.9400e+00 ]
   Attribute #19, "stroke":
      [  2.0700e+00 < ( 3.2554e+00 : 9.9811e-02) <  4.1700e+00 ]
   Attribute #20, "compression-ratio":
      [  7.0000e+00 < ( 1.0143e+01 : 1.5700e+01) <  2.3000e+01 ]
   Attribute #21, "horse-power":
      [  4.8000e+01 < ( 1.0426e+02 : 1.5695e+03) <  2.8800e+02 ]
   Attribute #22, "peak-rpm":
      [  4.1500e+03 < ( 5.1254e+03 : 2.2863e+05) <  6.6000e+03 ]
   Attribute #23, "city-mpg":
      [  1.3000e+01 < ( 2.5220e+01 : 4.2591e+01) <  4.9000e+01 ]
   Attribute #24, "highway-mpg":
      [  1.6000e+01 < ( 3.0751e+01 : 4.7192e+01) <  5.4000e+01 ]
   Attribute #25, "price":
      [  5.1180e+03 < ( 1.3207e+04 : 6.2842e+07) <  4.5400e+04 ]
ADVISORY[3]: the default model term type, single_multinomial, 
             will be used for these attributes:
             #2: "make"
             #3: "fuel-type"
             #4: "aspiration"
             #5: "num-of-doors"
             #6: "body-style"
             #7: "drive-wheels"
             #8: "engine-location"
             #14: "engine-type"
             #15: "num-of-cylinders"
             #17: "fuel-system"
ADVISORY[3]: read 1 model def from 
             /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.model
ADVISORY[2]: log_transform is being applied to attribute #1:
             "normalized-loses" and will be stored as attribute #26.
   Attribute #26, "Log normalized-loses":
      [  4.1744e+00 < ( 4.7637e+00 : 8.0123e-02) <  5.5452e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #18:
             "bore" and will be stored as attribute #27.
   Attribute #27, "Log bore":
      [  9.3216e-01 < ( 1.1995e+00 : 6.7855e-03) <  1.3712e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #19:
             "stroke" and will be stored as attribute #28.
   Attribute #28, "Log stroke":
      [  7.2755e-01 < ( 1.1753e+00 : 1.0509e-02) <  1.4279e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #21:
             "horse-power" and will be stored as attribute #29.
   Attribute #29, "Log horse-power":
      [  3.8712e+00 < ( 4.5841e+00 : 1.1947e-01) <  5.6630e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #22:
             "peak-rpm" and will be stored as attribute #30.
   Attribute #30, "Log peak-rpm":
      [  8.3309e+00 < ( 8.5376e+00 : 8.8318e-03) <  8.7948e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #25:
             "price" and will be stored as attribute #31.
   Attribute #31, "Log price":
      [  8.5405e+00 < ( 9.3501e+00 : 2.5100e-01) <  1.0723e+01 ]
ADVISORY[2]: log_transform is being applied to attribute #9:
             "wheel-base" and will be stored as attribute #32.
   Attribute #32, "Log wheel-base":
      [  4.4613e+00 < ( 4.5909e+00 : 3.5069e-03) <  4.7950e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #10:
             "length" and will be stored as attribute #33.
   Attribute #33, "Log length":
      [  4.9495e+00 < ( 5.1568e+00 : 5.0053e-03) <  5.3380e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #11:
             "width" and will be stored as attribute #34.
   Attribute #34, "Log width":
      [  4.0993e+00 < ( 4.1877e+00 : 1.0268e-03) <  4.2808e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #12:
             "height" and will be stored as attribute #35.
   Attribute #35, "Log height":
      [  3.8670e+00 < ( 3.9828e+00 : 2.0614e-03) <  4.0910e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #13:
             "curb-weight" and will be stored as attribute #36.
   Attribute #36, "Log curb-weight":
      [  7.3052e+00 < ( 7.8262e+00 : 3.8996e-02) <  8.3104e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #16:
             "engine-size" and will be stored as attribute #37.
   Attribute #37, "Log engine-size":
      [  4.1109e+00 < ( 4.8002e+00 : 7.9679e-02) <  5.7869e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #20:
             "compression-ratio" and will be stored as attribute #38.
   Attribute #38, "Log compression-ratio":
      [  1.9459e+00 < ( 2.2674e+00 : 7.9267e-02) <  3.1355e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #23:
             "city-mpg" and will be stored as attribute #39.
   Attribute #39, "Log city-mpg":
      [  2.5649e+00 < ( 3.1948e+00 : 6.5718e-02) <  3.8918e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #24:
             "highway-mpg" and will be stored as attribute #40.
   Attribute #40, "Log highway-mpg":
      [  2.7726e+00 < ( 3.4011e+00 : 5.0072e-02) <  3.9890e+00 ]

############ Input Check Concluded ##############

WELCOME TO AUTOCLASS.
  1) Each time I have finished a new 'trial', or attempt to find a good
     classification, I will print the number of classes that trial
     started and ended with, such as 9->7.
  2) If that trial results in a duplicate of a previous run, I will print
     'dup' first.
  3) If that trial results in a classification better than any previous, 
     I will print 'best' first.
  4) If more than 30 seconds have passed since the last report, and a new
     classification has been found which is better than any previous ones,
     I will report on that classification and on the status of the search
     so far.
  5) This report will include an estimate of the time it will take to find
     another even better classification, and how much better that will be.
     In addition, I will estimate a lower bound on how long it might take to
     find the very best classification, and how much better that might be.
  6) If you are warned about too much time in overhead, you may want to
     change the parameters n_save, min_save_period, min_report_period, or
     min_checkpoint_period.
  7) To quit searching, type a 'q', hit <return>, and wait.  Otherwise I'll
     go on until I complete trial number (250).
  8) If needed, every 30 minutes I will save the best 2 classifications
     so far to file: 
     /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.results-bin
     and a description of the search to file:
     /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.search
  9) A record of this search will be printed to file:
     /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.log

BEGINNING SEARCH at Mon Jun 11 14:47:38 2001

[j_in=2]  [cs-3: cycles 18] best2->2(1) [j_in=3]  [cs-3: cycles 10] best3->3(2) [j_in=5]  [cs-3: cycles 35] best5->5(3) [j_in=7]  [cs-3: cycles 38] best7->7(4) [j_in=10]  [cs-3: cycles 27] 10->10(5) [j_in=15]  [cs-3: cycles 13] 15->15(6) [j_in=25]  [cs-3: cycles 19] 25->24(7) [j_in=37]  [cs-3: cycles 14] 37->29(8) [j_in=4]  [cs-3: cycles 31] 4->4(9) [j_in=12]  [cs-3: cycles 20] 12->12(10) [j_in=14]  [cs-3: cycles 14] best14->14(11) [j_in=5]  [cs-3: cycles 14] 5->5(12) [j_in=10]  [cs-3: cycles 19] 10->10(13) [j_in=14]  [cs-3: cycles 14] dup14->14(14) [j_in=7]  [cs-3: cycles 13] 7->7(15) [j_in=39]  [cs-3: cycles 13] 39->32(16) [j_in=8]  [cs-3: cycles 18] 8->8(17) [j_in=8]  [cs-3: cycles 18] dup8->8(18) [j_in=8]  [cs-3: cycles 22] 8->8(19) [j_in=7]  [cs-3: cycles 22] 7->7(20) [j_in=28]  [cs-3: cycles 18] 28->26(21) [j_in=16]  [cs-3: cycles 15] 16->16(22) [j_in=19]  [cs-3: cycles 19] 19->17(23) [j_in=22]  [cs-3: cycles 12] 22->20(24) [j_in=35]  [cs-3: cycles 9] 35->30(25) [j_in=14]  [cs-3: cycles 17] 14->14(26) [j_in=10]  [cs-3: cycles 13] 10->10(27) [j_in=6]  [cs-3: cycles 34] 6->6(28) [j_in=22]  [cs-3: cycles 21] 22->19(29) [j_in=7]  [cs-3: cycles 22] 7->7(30) [j_in=6]  [cs-3: cycles 47] 6->6(31) [j_in=27]  [cs-3: cycles 17] 27->27(32) [j_in=9]  [cs-3: cycles 22] 9->9(33) [j_in=16]  [cs-3: cycles 48] 16->16(34) [j_in=8]  [cs-3: cycles 25] 8->8(35) [j_in=11]  [cs-3: cycles 22] 11->11(36) [j_in=8]  [cs-3: cycles 21] 8->8(37) [j_in=9]  [cs-3: cycles 23] 9->9(38) [j_in=32]  [cs-3: cycles 16] 32->26(39) [j_in=6]  [cs-3: cycles 12] 6->6(40) [j_in=10]  [cs-3: cycles 31] 10->10(41) [j_in=16]  [cs-3: cycles 21] best16->16(42) [j_in=9]  [cs-3: cycles 22] 9->9(43) [j_in=12]  [cs-3: cycles 17] 12->12(44) [j_in=24]  [cs-3: cycles 12] 24->21(45) [j_in=7]  [cs-3: cycles 21] 7->7(46) [j_in=23]  [cs-3: cycles 9] 23->22(47) [j_in=14]  [cs-3: cycles 22] 14->14(48) [j_in=13]  [cs-3: cycles 22] 13->13(49) [j_in=22]  [cs-3: cycles 9] 22->22(50) [j_in=12]  [cs-3: cycles 29] 12->12(51) [j_in=20]  [cs-3: cycles 16] 20->19(52) [j_in=18]  [cs-3: cycles 15] 18->17(53) [j_in=17]  [cs-3: cycles 21] 17->17(54) [j_in=24]  [cs-3: cycles 19] 24->22(55) [j_in=11]  [cs-3: cycles 27] 11->11(56) [j_in=10]  [cs-3: cycles 10] 10->10(57) [j_in=11]  [cs-3: cycles 27] dup11->11(58) [j_in=10]  [cs-3: cycles 11] 10->10(59) [j_in=15]  [cs-3: cycles 17] 15->15(60) [j_in=18]  [cs-3: cycles 15] 18->18(61) [j_in=13]  [cs-3: cycles 13] 13->13(62) [j_in=17]  [cs-3: cycles 14] 17->17(63) [j_in=13]  [cs-3: cycles 9] 13->13(64) [j_in=11]  [cs-3: cycles 13] 11->11(65) [j_in=10]  [cs-3: cycles 11] 10->10(66) [j_in=17]  [cs-3: cycles 14] 17->17(67) [j_in=13]  [cs-3: cycles 15] 13->13(68) [j_in=15]  [cs-3: cycles 14] 15->14(69) [j_in=15]  [cs-3: cycles 14] 15->14(70) [j_in=15]  [cs-3: cycles 14] 15->14(71) [j_in=15]  [cs-3: cycles 12] 15->15(72) [j_in=15]  [cs-3: cycles 12] 15->15(73) [j_in=15]  [cs-3: cycles 12] 15->15(74) [j_in=15]  [cs-3: cycles 12] 15->15(75) [j_in=15]  [cs-3: cycles 14] 15->15(76) [j_in=17]  [cs-3: cycles 9] 17->17(77) [j_in=14]  [cs-3: cycles 11] 14->14(78) [j_in=13]  [cs-3: cycles 19] 13->13(79) [j_in=17]  [cs-3: cycles 67] 17->17(80) [j_in=16]  [cs-3: cycles 26] 16->16(81) [j_in=16]  [cs-3: cycles 26] dup16->16(82) [j_in=16]  [cs-3: cycles 13] 16->16(83) [j_in=16]  [cs-3: cycles 13] dup16->16(84) [j_in=16]  [cs-3: cycles 13] dup16->16(85) [j_in=16]  [cs-3: cycles 13] dup16->16(86) [j_in=16]  [cs-3: cycles 9] 16->16(87) [j_in=18]  [cs-3: cycles 16] 18->18(88) [j_in=17]  [cs-3: cycles 10] 17->17(89) [j_in=16]  [cs-3: cycles 9] 16->16(90) [j_in=19]  [cs-3: cycles 10] 19->19(91) [j_in=12]  [cs-3: cycles 16] 12->11(92) [j_in=12]  [cs-3: cycles 16] 12->11(93) [j_in=12]  [cs-3: cycles 16] 12->11(94) [j_in=12]  [cs-3: cycles 16] 12->11(95) [j_in=12]  [cs-3: cycles 20] 12->12(96) [j_in=22]  [cs-3: cycles 27] 22->21(97) [j_in=16]  [cs-3: cycles 13] 16->16(98) [j_in=13]  [cs-3: cycles 9] 13->13(99) [j_in=12]  [cs-3: cycles 16] 12->12(100) [j_in=19]  [cs-3: cycles 14] 19->18(101) [j_in=14]  [cs-3: cycles 36] 14->14(102) [j_in=18]  [cs-3: cycles 37] 18->18(103) 

----------------  NEW BEST CLASSIFICATION FOUND on try 42  -------------
It has 16 CLASSES with WEIGHTS 34 22 16 14 14 13 12 11 11 11 10 9 9 9 5 5
PROBABILITY of both the data and the classification = exp(-16282.909)
(Also found 41 other better than last report.)

-----------  SEARCH STATUS as of Mon Jun 11 14:48:09 2001  -----------
It just took 31 seconds since beginning.
Estimate < 31 seconds to find a classification
  exp(21.2) [= 1.5e+09] times more probable.
Estimate >> 7 seconds to find the very best classification,
 which may be exp(45.1) to exp(3293.8) times more probable.
Have seen 96 of the estimated > 117 possible classifications (based on 7
 duplicates do far).
Log-Normal fit to classifications probabilities has M(ean) -16435.9,
 S(igma) 83.0
Choosing initial n-classes randomly from a log_normal [M-S, M, M+S] = 
 [11.9, 14.2, 16.9]
Overhead time is 3.1 % of total search time
WARNING: You may be running out of peaks to find.  Estimates are too 
 optimistic

[j_in=11]  [cs-3: cycles 21] 11->11(104) [j_in=15]  [cs-3: cycles 26] 15->15(105) [j_in=19]  [cs-3: cycles 9] 19->17(106) [j_in=17]  [cs-3: cycles 21] 17->15(107) [j_in=11]  [cs-3: cycles 23] 11->11(108) [j_in=12]  [cs-3: cycles 24] 12->12(109) [j_in=14]  [cs-3: cycles 14] 14->14(110) [j_in=17]  [cs-3: cycles 9] 17->16(111) [j_in=19]  [cs-3: cycles 9] 19->18(112) [j_in=20]  [cs-3: cycles 9] 20->19(113) [j_in=21]  [cs-3: cycles 15] 21->20(114) [j_in=21]  [cs-3: cycles 15] 21->20(115) [j_in=21]  [cs-3: cycles 15] 21->20(116) [j_in=21]  [cs-3: cycles 17] 21->20(117) [j_in=19]  [cs-3: cycles 16] 19->18(118) [j_in=15]  [cs-3: cycles 25] 15->15(119) [j_in=16]  [cs-3: cycles 15] 16->16(120) [j_in=14]  [cs-3: cycles 22] 14->14(121) [j_in=19]  [cs-3: cycles 19] 19->19(122) [j_in=15]  [cs-3: cycles 17] 15->15(123) [j_in=17]  [cs-3: cycles 9] 17->17(124) [j_in=14]  [cs-3: cycles 17] 14->14(125) [j_in=16]  [cs-3: cycles 17] 16->16(126) [j_in=21]  [cs-3: cycles 10] 21->21(127) [j_in=17]  [cs-3: cycles 16] 17->17(128) [j_in=19]  [cs-3: cycles 55] 19->17(129) [j_in=15]  [cs-3: cycles 19] 15->15(130) [j_in=13]  [cs-3: cycles 20] 13->13(131) [j_in=13]  [cs-3: cycles 20] 13->13(132) [j_in=13]  [cs-3: cycles 34] 13->13(133) [j_in=13]  [cs-3: cycles 34] 13->13(134) [j_in=13]  [cs-3: cycles 17] 13->13(135) [j_in=17]  [cs-3: cycles 21] 17->17(136) [j_in=16]  [cs-3: cycles 16] 16->16(137) [j_in=18]  [cs-3: cycles 44] 18->17(138) [j_in=15]  [cs-3: cycles 14] 15->14(139) [j_in=18]  [cs-3: cycles 25] 18->17(140) [j_in=17]  [cs-3: cycles 26] 17->16(141) [j_in=12]  [cs-3: cycles 36] 12->12(142) [j_in=14]  [cs-3: cycles 28] 14->14(143) [j_in=13]  [cs-3: cycles 16] 13->13(144) [j_in=12]  [cs-3: cycles 19] 12->12(145) [j_in=13]  [cs-3: cycles 16] 13->13(146) [j_in=12]  [cs-3: cycles 19] 12->12(147) [j_in=13]  [cs-3: cycles 24] 13->12(148) [j_in=14]  [cs-3: cycles 15] 14->13(149) [j_in=16]  [cs-3: cycles 14] 16->15(150) [j_in=16]  [cs-3: cycles 19] 16->16(151) [j_in=20]  [cs-3: cycles 15] 20->20(152) [j_in=18]  [cs-3: cycles 17] 18->17(153) [j_in=20]  [cs-3: cycles 17] 20->19(154) [j_in=12]  [cs-3: cycles 52] 12->11(155) [j_in=20]  [cs-3: cycles 16] 20->20(156) [j_in=10]  [cs-3: cycles 11] 10->10(157) [j_in=16]  [cs-3: cycles 25] 16->15(158) [j_in=16]  [cs-3: cycles 25] 16->15(159) [j_in=16]  [cs-3: cycles 25] 16->15(160) [j_in=16]  [cs-3: cycles 16] 16->16(161) [j_in=15]  [cs-3: cycles 13] 15->15(162) [j_in=18]  [cs-3: cycles 16] 18->17(163) [j_in=13]  [cs-3: cycles 18] 13->13(164) [j_in=16]  [cs-3: cycles 30] 16->16(165) [j_in=15]  [cs-3: cycles 15] 15->15(166) [j_in=19]  [cs-3: cycles 19] 19->19(167) [j_in=17]  [cs-3: cycles 18] 17->17(168) [j_in=13]  [cs-3: cycles 21] 13->12(169) [j_in=15]  [cs-3: cycles 20] 15->14(170) [j_in=13]  [cs-3: cycles 21] 13->12(171) [j_in=15]  [cs-3: cycles 13] 15->14(172) [j_in=20]  [cs-3: cycles 10] 20->18(173) [j_in=13]  [cs-3: cycles 15] 13->13(174) [j_in=15]  [cs-3: cycles 13] 15->14(175) [j_in=20]  [cs-3: cycles 16] 20->19(176) [j_in=20]  [cs-3: cycles 16] 20->19(177) [j_in=20]  [cs-3: cycles 16] 20->19(178) [j_in=20]  [cs-3: cycles 9] 20->20(179) [j_in=11]  [cs-3: cycles 29] 11->11(180) [j_in=14]  [cs-3: cycles 27] 14->14(181) [j_in=17]  [cs-3: cycles 28] 17->16(182) [j_in=18]  [cs-3: cycles 27] 18->17(183) [j_in=16]  [cs-3: cycles 20] 16->15(184) [j_in=13]  [cs-3: cycles 17] 13->12(185) [j_in=13]  [cs-3: cycles 17] 13->12(186) [j_in=13]  [cs-3: cycles 16] 13->13(187) [j_in=17]  [cs-3: cycles 13] 17->17(188) [j_in=13]  [cs-3: cycles 16] 13->13(189) [j_in=17]  [cs-3: cycles 13] 17->17(190) [j_in=13]  [cs-3: cycles 9] 13->13(191) [j_in=14]  [cs-3: cycles 13] 14->14(192) [j_in=12]  [cs-3: cycles 13] 12->12(193) [j_in=13]  [cs-3: cycles 9] 13->13(194) [j_in=14]  [cs-3: cycles 13] 14->14(195) [j_in=12]  [cs-3: cycles 54] 12->11(196) [j_in=18]  [cs-3: cycles 16] 18->17(197) [j_in=15]  [cs-3: cycles 15] 15->15(198) [j_in=17]  [cs-3: cycles 31] 17->16(199) [j_in=15]  [cs-3: cycles 11] 15->15(200) [j_in=17]  [cs-3: cycles 9] 17->17(201) [j_in=18]  [cs-3: cycles 12] 18->18(202) [j_in=15]  [cs-3: cycles 11] 15->15(203) [j_in=18]  [cs-3: cycles 12] dup18->18(204) [j_in=15]  [cs-3: cycles 17] 15->15(205) [j_in=15]  [cs-3: cycles 17] 15->15(206) [j_in=15]  [cs-3: cycles 17] 15->15(207) [j_in=15]  [cs-3: cycles 22] 15->15(208) [j_in=17]  [cs-3: cycles 21] 17->17(209) [j_in=21]  [cs-3: cycles 11] 21->21(210) [j_in=19]  [cs-3: cycles 8] 19->19(211) [j_in=9]  [cs-3: cycles 11] best9->9(212) 

----------------  NEW BEST CLASSIFICATION FOUND on try 212  -------------
It has 9 CLASSES with WEIGHTS 52 35 33 21 16 14 14 10 10
PROBABILITY of both the data and the classification = exp(-16272.233)

-----------  SEARCH STATUS as of Mon Jun 11 14:48:46 2001  -----------
It just took 37 seconds to find a classification
  exp(10.7) [= 4.3e+04] times more probable.
Estimate < 1 minute 8 seconds to find a classification
  exp(20.2) [= 5.8e+08] times more probable.
Estimate >> 7 seconds to find the very best classification,
 which may be exp(51.8) to exp(3520.2) times more probable.
Have seen 204 of the estimated > 225 possible classifications (based on 8
 duplicates do far).
Log-Normal fit to classifications probabilities has M(ean) -16445.8,
 S(igma) 85.9
Choosing initial n-classes randomly from a log_normal [M-S, M, M+S] = 
 [11.4, 14.5, 18.5]
Overhead time is 1.4 % of total search time
WARNING: You may be running out of peaks to find.  Estimates are too 
 optimistic

[j_in=15]  [cs-3: cycles 29] best15->15(213) [j_in=16]  [cs-3: cycles 14] 16->16(214) [j_in=21]  [cs-3: cycles 14] 21->20(215) [j_in=14]  [cs-3: cycles 9] 14->14(216) [j_in=10]  [cs-3: cycles 22] 10->10(217) [j_in=17]  [cs-3: cycles 12] 17->17(218) [j_in=12]  [cs-3: cycles 17] 12->12(219) [j_in=21]  [cs-3: cycles 22] 21->21(220) [j_in=19]  [cs-3: cycles 17] 19->18(221) [j_in=12]  [cs-3: cycles 17] 12->12(222) [j_in=18]  [cs-3: cycles 14] 18->17(223) [j_in=19]  [cs-3: cycles 25] 19->18(224) [j_in=15]  [cs-3: cycles 19] 15->15(225) [j_in=12]  [cs-3: cycles 12] 12->12(226) [j_in=14]  [cs-3: cycles 20] 14->14(227) [j_in=21]  [cs-3: cycles 25] 21->20(228) [j_in=18]  [cs-3: cycles 10] 18->18(229) [j_in=13]  [cs-3: cycles 15] 13->13(230) [j_in=19]  [cs-3: cycles 14] 19->19(231) [j_in=15]  [cs-3: cycles 28] 15->15(232) [j_in=12]  [cs-3: cycles 23] 12->12(233) [j_in=14]  [cs-3: cycles 34] 14->14(234) [j_in=11]  [cs-3: cycles 32] 11->10(235) [j_in=18]  [cs-3: cycles 39] 18->16(236) [j_in=13]  [cs-3: cycles 10] 13->13(237) [j_in=16]  [cs-3: cycles 20] 16->16(238) [j_in=16]  [cs-3: cycles 20] 16->16(239) [j_in=16]  [cs-3: cycles 28] 16->16(240) [j_in=19]  [cs-3: cycles 18] 19->19(241) [j_in=14]  [cs-3: cycles 16] 14->13(242) [j_in=12]  [cs-3: cycles 14] 12->12(243) [j_in=13]  [cs-3: cycles 16] 13->12(244) [j_in=16]  [cs-3: cycles 9] 16->15(245) [j_in=14]  [cs-3: cycles 16] 14->13(246) [j_in=12]  [cs-3: cycles 14] 12->12(247) [j_in=14]  [cs-3: cycles 14] 14->14(248) [j_in=19]  [cs-3: cycles 26] 19->19(249) [j_in=19]  [cs-3: cycles 18] 19->19(250) 


ENDING SEARCH because max number of tries reached at Mon Jun 11 14:48:59 2001
  after a total of 250 tries over 1 minute 22 seconds
A log of this search is in file:
 /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.log
The search results are stored in file:
 /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.results-bin
This search can be restarted by having "force_new_search_p = false" in file:
 /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.s-params
 and reinvoking the "autoclass -search ..." form

------------------  SUMMARY OF 10 BEST RESULTS  ------------------
PROBABILITY  exp(-16230.401) N_CLASSES  15 FOUND ON TRY  213 *SAVED*
PROBABILITY  exp(-16245.405) N_CLASSES  16 FOUND ON TRY  240 *SAVED*
PROBABILITY  exp(-16258.217) N_CLASSES  14 FOUND ON TRY  248
PROBABILITY  exp(-16272.233) N_CLASSES   9 FOUND ON TRY  212
PROBABILITY  exp(-16282.909) N_CLASSES  16 FOUND ON TRY   42
PROBABILITY  exp(-16285.766) N_CLASSES  16 FOUND ON TRY   83 DUPS  3
PROBABILITY  exp(-16289.486) N_CLASSES  13 FOUND ON TRY   99
PROBABILITY  exp(-16292.727) N_CLASSES  19 FOUND ON TRY  113
PROBABILITY  exp(-16295.621) N_CLASSES  12 FOUND ON TRY   51
PROBABILITY  exp(-16297.324) N_CLASSES  15 FOUND ON TRY  184

------------------  SUMMARY OF TRY CONVERGENCE  ------------------
try  213    num_cycles   29    max_cycles  200    convergent
try  240    num_cycles   28    max_cycles  200    convergent
try  248    num_cycles   14    max_cycles  200    convergent
try  212    num_cycles   11    max_cycles  200    convergent
try   42    num_cycles   21    max_cycles  200    convergent
try   83    num_cycles   13    max_cycles  200    convergent
try   99    num_cycles    9    max_cycles  200    convergent
try  113    num_cycles    9    max_cycles  200    convergent
try   51    num_cycles   29    max_cycles  200    convergent
try  184    num_cycles   20    max_cycles  200    convergent

AUTOCLASS C (version 3.3.4unx) STOPPING at Mon Jun 11 14:48:59 2001