

AUTOCLASS C (version 3.3.4unx) STARTING at Thu Jun  7 11:55:48 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:
min_report_period=30000; max_n_tries=4; 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/data/3-dim/3-dimc.log
During loading of: 
   [1] /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc.db2,
   [2] /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc.hd2,
   [3] /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc.model.

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

ADVISORY[2]: data_file_format settings:
             separator_char = ' ', comment_char = ';', unknown_token = '?'
ADVISORY[2]: read 3 attribute defs from 
             /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc.hd2
ADVISORY[1]: read 100 datum from 
             /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc.db2
ADVISORY[1]: real statistics [ min < (mean : variance) < max ] built 
             from input data --
   Attribute #0, "X_coordinate":
      [ -1.5995e+01 < ( 3.6692e+00 : 8.0235e+01) <  2.3584e+01 ]
   Attribute #1, "Y_coordinate":
      [ -8.2093e+00 < ( 2.7497e+00 : 3.1100e+01) <  1.4271e+01 ]
   Attribute #2, "Z_coordinate":
      [ -2.5362e+00 < ( 6.1430e-02 : 9.2658e-01) <  2.5811e+00 ]
ADVISORY[3]: read 1 model def from 
             /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc.model

############ 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 8 hours 20 minutes 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 (4).
  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/data/3-dim/3-dimc.results-bin
     and a description of the search to file:
     /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc.search
  9) A record of this search will be printed to file:
     /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc.log

BEGINNING SEARCH at Thu Jun  7 11:55:48 2001

[j_in=2]  [cs-3: cycles 24] best2->2(1) [j_in=3]  [cs-3: cycles 55] best3->2(2) [j_in=5]  [cs-3: cycles 63] 5->2(3) [j_in=7]  [cs-3: cycles 107] best7->2(4) 


ENDING SEARCH because max number of tries reached at Thu Jun  7 11:55:48 2001
  after a total of 4 tries over 1 second
A log of this search is in file:
 /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc.log
The search results are stored in file:
 /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc.results-bin
This search can be restarted by having "force_new_search_p = false" in file:
 /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc.s-params
 and reinvoking the "autoclass -search ..." form

------------------  SUMMARY OF 10 BEST RESULTS  ------------------
PROBABILITY  exp(-4255.623) N_CLASSES   2 FOUND ON TRY    4 *SAVED*
PROBABILITY  exp(-4257.323) N_CLASSES   2 FOUND ON TRY    2 *SAVED*
PROBABILITY  exp(-4257.496) N_CLASSES   2 FOUND ON TRY    1
PROBABILITY  exp(-4257.508) N_CLASSES   2 FOUND ON TRY    3

------------------  SUMMARY OF TRY CONVERGENCE  ------------------
try    4    num_cycles  107    max_cycles  200    convergent
try    2    num_cycles   55    max_cycles  200    convergent
try    1    num_cycles   24    max_cycles  200    convergent
try    3    num_cycles   63    max_cycles  200    convergent

AUTOCLASS C (version 3.3.4unx) STOPPING at Thu Jun  7 11:55:48 2001 


AUTOCLASS C (version 3.3.4unx) STARTING at Thu Jun  7 11:56:42 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:
min_report_period=30000; max_n_tries=4; start_fn_type="block"; randomize_random_p=false; rel_delta_range=5.000000e-02; force_new_search_p=true


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

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

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

ADVISORY[2]: data_file_format settings:
             separator_char = ' ', comment_char = ';', unknown_token = '?'
ADVISORY[2]: read 3 attribute defs from 
             /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc.hd2
ADVISORY[1]: read 100 datum from 
             /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc.db2
ADVISORY[1]: real statistics [ min < (mean : variance) < max ] built 
             from input data --
   Attribute #0, "X_coordinate":
      [ -1.5995e+01 < ( 3.6692e+00 : 8.0235e+01) <  2.3584e+01 ]
   Attribute #1, "Y_coordinate":
      [ -8.2093e+00 < ( 2.7497e+00 : 3.1100e+01) <  1.4271e+01 ]
   Attribute #2, "Z_coordinate":
      [ -2.5362e+00 < ( 6.1430e-02 : 9.2658e-01) <  2.5811e+00 ]
ADVISORY[3]: read 1 model def from 
             /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc.model

############ 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 8 hours 20 minutes 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 (4).
  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/data/3-dim/3-dimc.results-bin
     and a description of the search to file:
     /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc.search
  9) A record of this search will be printed to file:
     /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc.log

BEGINNING SEARCH at Thu Jun  7 11:56:43 2001

[j_in=2]  [cs-3: cycles 4] best2->2(1) [j_in=3]  [cs-3: cycles 4] 3->3(2) [j_in=5]  [cs-3: cycles 18] 5->3(3) [j_in=7]  [cs-3: cycles 20] 7->3(4) 


ENDING SEARCH because max number of tries reached at Thu Jun  7 11:56:43 2001
  after a total of 4 tries over 1 second
A log of this search is in file:
 /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc.log
The search results are stored in file:
 /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc.results-bin
This search can be restarted by having "force_new_search_p = false" in file:
 /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc.s-params
 and reinvoking the "autoclass -search ..." form

------------------  SUMMARY OF 10 BEST RESULTS  ------------------
PROBABILITY  exp(-4259.769) N_CLASSES   2 FOUND ON TRY    1 *SAVED*
PROBABILITY  exp(-4270.297) N_CLASSES   3 FOUND ON TRY    3 *SAVED*
PROBABILITY  exp(-4272.345) N_CLASSES   3 FOUND ON TRY    4
PROBABILITY  exp(-4274.939) N_CLASSES   3 FOUND ON TRY    2

------------------  SUMMARY OF TRY CONVERGENCE  ------------------
try    1    num_cycles    4    max_cycles  200    convergent
try    3    num_cycles   18    max_cycles  200    convergent
try    4    num_cycles   20    max_cycles  200    convergent
try    2    num_cycles    4    max_cycles  200    convergent

AUTOCLASS C (version 3.3.4unx) STOPPING at Thu Jun  7 11:56:43 2001 


AUTOCLASS C (version 3.3.4unx) STARTING at Thu Jun  7 11:57:47 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:
min_report_period=30000; max_n_tries=4; start_fn_type="block"; try_fn_type="converge_search_4"; randomize_random_p=false; cs4_delta_range=2.500000e-03; sigma_beta_n_values=6; force_new_search_p=true


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

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

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

ADVISORY[2]: data_file_format settings:
             separator_char = ' ', comment_char = ';', unknown_token = '?'
ADVISORY[2]: read 3 attribute defs from 
             /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc.hd2
ADVISORY[1]: read 100 datum from 
             /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc.db2
ADVISORY[1]: real statistics [ min < (mean : variance) < max ] built 
             from input data --
   Attribute #0, "X_coordinate":
      [ -1.5995e+01 < ( 3.6692e+00 : 8.0235e+01) <  2.3584e+01 ]
   Attribute #1, "Y_coordinate":
      [ -8.2093e+00 < ( 2.7497e+00 : 3.1100e+01) <  1.4271e+01 ]
   Attribute #2, "Z_coordinate":
      [ -2.5362e+00 < ( 6.1430e-02 : 9.2658e-01) <  2.5811e+00 ]
ADVISORY[3]: read 1 model def from 
             /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc.model

############ 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 8 hours 20 minutes 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 (4).
  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/data/3-dim/3-dimc.results-bin
     and a description of the search to file:
     /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc.search
  9) A record of this search will be printed to file:
     /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc.log

BEGINNING SEARCH at Thu Jun  7 11:57:48 2001

[j_in=2]  [cs-4: cycles 24] best2->2(1) [j_in=3]  [cs-4: cycles 56] best3->2(2) [j_in=5]  [cs-4: cycles 63] 5->2(3) [j_in=7]  [cs-4: cycles 107] best7->2(4) 


ENDING SEARCH because max number of tries reached at Thu Jun  7 11:57:48 2001
  after a total of 4 tries over 1 second
A log of this search is in file:
 /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc.log
The search results are stored in file:
 /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc.results-bin
This search can be restarted by having "force_new_search_p = false" in file:
 /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc.s-params
 and reinvoking the "autoclass -search ..." form

------------------  SUMMARY OF 10 BEST RESULTS  ------------------
PROBABILITY  exp(-4255.622) N_CLASSES   2 FOUND ON TRY    4 *SAVED*
PROBABILITY  exp(-4257.310) N_CLASSES   2 FOUND ON TRY    2 *SAVED*
PROBABILITY  exp(-4257.496) N_CLASSES   2 FOUND ON TRY    1
PROBABILITY  exp(-4257.508) N_CLASSES   2 FOUND ON TRY    3

------------------  SUMMARY OF TRY CONVERGENCE  ------------------
try    4    num_cycles  107    max_cycles  200    convergent
try    2    num_cycles   56    max_cycles  200    convergent
try    1    num_cycles   24    max_cycles  200    convergent
try    3    num_cycles   63    max_cycles  200    convergent

AUTOCLASS C (version 3.3.4unx) STOPPING at Thu Jun  7 11:57:48 2001 


AUTOCLASS C (version 3.3.4unx) STARTING at Thu Jun  7 11:58:37 2001 

AUTOCLASS -PREDICT default parameters:
n_clsfs=1; clsf_n_list=(); report_type="all"; report_mode="text"; comment_data_headers_p=false; num_atts_to_list=999; xref_class_report_att_list=(); order_attributes_by_influence_p=true; break_on_warnings_p=true; free_storage_p=true; max_num_xref_class_probs=5; sigma_contours_att_list=()

USER supplied parameters which override the defaults:
None.

ADVISORY[2]: read 3 attribute defs from 
             /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc.hd2
ADVISORY[1]: read 100 datum from 
             /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc.db2
ADVISORY: loaded 2 classifications from 
          /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc.results-bin
ADVISORY: read 4 search trials from 
          /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc.search

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

To log file: 
   /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc.log
During loading of: 
   [1] /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc-predict.db2,
   [2] /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc.hd2,
   [3] /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc.model.

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

ADVISORY[2]: data_file_format settings:
             separator_char = ' ', comment_char = ';', unknown_token = '?'
ADVISORY[2]: read 3 attribute defs from 
             /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc.hd2
ADVISORY[1]: read 10 datum from 
             /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc-predict.db2
ADVISORY[3]: read 1 model def from 
             /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc.model

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

File written: /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc-predict.case-text-1

File written: /home/wtaylor/AC/3.3.4/autoclass-c/data/3-dim/3-dimc-predict.class-text-1


AUTOCLASS C (version 3.3.4unx) STOPPING at Thu Jun  7 11:58:37 2001 

