

AUTOCLASS C (version 3.3.4unx) STARTING at Thu Jun  7 12:05:25 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:
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/glass/glassc.log
During loading of: 
   [1] /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glassc.db2,
   [2] /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glass-3c.hd2,
   [3] /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glass-mnc.model.

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

ADVISORY[2]: data_file_format settings:
             separator_char = ' ', comment_char = ';', unknown_token = '?'
ADVISORY[2]: read 11 attribute defs from 
             /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glass-3c.hd2
ADVISORY[1]: read 214 datum from 
             /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glassc.db2
ADVISORY[1]: discrete translations [ (internal external):count ... ] built 
             from input data --
   Attribute #10, "Type of glass":
      [ (0 1):70 (1 2):76 (2 3):17 (3 5):13 (4 6):9 (5 7):29 ]
ADVISORY[1]: real statistics [ min < (mean : variance) < max ] built 
             from input data --
   Attribute #1, "RI: refractive index":
      [  1.5112e+00 < ( 1.5184e+00 : 9.1795e-06) <  1.5339e+00 ]
   Attribute #2, "Na: Wt.% Sodium oxide":
      [  1.0730e+01 < ( 1.3408e+01 : 6.6373e-01) <  1.7380e+01 ]
   Attribute #3, "Mg: Wt.% Magnesium oxide":
      [  0.0000e+00 < ( 2.6845e+00 : 2.0708e+00) <  4.4900e+00 ]
   Attribute #4, "Al: Wt.% Aluminum oxide":
      [  2.9000e-01 < ( 1.4449e+00 : 2.4811e-01) <  3.5000e+00 ]
   Attribute #5, "Si: Wt.% Silicon oxide":
      [  6.9810e+01 < ( 7.2651e+01 : 5.9712e-01) <  7.5410e+01 ]
   Attribute #6, " K: Wt.% Potassium oxide":
      [  0.0000e+00 < ( 4.9706e-01 : 4.2337e-01) <  6.2100e+00 ]
   Attribute #7, "Ca: Wt.% Calcium oxide":
      [  5.4300e+00 < ( 8.9570e+00 : 2.0159e+00) <  1.6190e+01 ]
   Attribute #8, "Ba: Wt.% Barium oxide":
      [  0.0000e+00 < ( 1.7505e-01 : 2.4607e-01) <  3.1500e+00 ]
   Attribute #9, "Fe: Wt.% Iron oxide":
      [  0.0000e+00 < ( 5.7009e-02 : 9.4499e-03) <  5.1000e-01 ]
ADVISORY[3]: read 1 model def from 
             /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glass-mnc.model
ADVISORY[2]: log_transform is being applied to attribute #1:
             "RI: refractive index" and will be stored as attribute #11.
   Attribute #11, "Log RI: refractive index":
      [ -6.7109e-01 < (-6.5709e-01 : 3.3848e-05) < -6.2749e-01 ]
ADVISORY[2]: log_transform is being applied to attribute #2:
             "Na: Wt.% Sodium oxide" and will be stored as attribute #12.
   Attribute #12, "Log Na: Wt.% Sodium oxide":
      [  2.3730e+00 < ( 2.5940e+00 : 3.6577e-03) <  2.8553e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #3:
             "Mg: Wt.% Magnesium oxide" and will be stored as attribute #13.
   Attribute #13, "Log Mg: Wt.% Magnesium oxide":
      [ -5.2983e+00 < (-9.3701e-02 : 6.6834e+00) <  1.5030e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #4:
             "Al: Wt.% Aluminum oxide" and will be stored as attribute #14.
   Attribute #14, "Log Al: Wt.% Aluminum oxide":
      [ -1.2379e+00 < ( 3.0602e-01 : 1.3473e-01) <  1.2528e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #5:
             "Si: Wt.% Silicon oxide" and will be stored as attribute #15.
   Attribute #15, "Log Si: Wt.% Silicon oxide":
      [  4.2458e+00 < ( 4.2856e+00 : 1.1407e-04) <  4.3229e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #6:
             " K: Wt.% Potassium oxide" and will be stored as attribute #16.
   Attribute #16, "Log  K: Wt.% Potassium oxide":
      [ -5.2984e+00 < (-1.4740e+00 : 2.9845e+00) <  1.8270e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #7:
             "Ca: Wt.% Calcium oxide" and will be stored as attribute #17.
   Attribute #17, "Log Ca: Wt.% Calcium oxide":
      [  1.6919e+00 < ( 2.1815e+00 : 2.0663e-02) <  2.7844e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #8:
             "Ba: Wt.% Barium oxide" and will be stored as attribute #18.
   Attribute #18, "Log Ba: Wt.% Barium oxide":
      [ -5.2981e+00 < (-4.4321e+00 : 3.6644e+00) <  1.1490e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #9:
             "Fe: Wt.% Iron oxide" and will be stored as attribute #19.
   Attribute #19, "Log Fe: Wt.% Iron oxide":
      [ -5.2982e+00 < (-4.1753e+00 : 2.7054e+00) < -6.6359e-01 ]

############ 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/glass/glassc.results-bin
     and a description of the search to file:
     /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glassc.search
  9) A record of this search will be printed to file:
     /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glassc.log

BEGINNING SEARCH at Thu Jun  7 12:05:25 2001

[j_in=2]  [cs-3: cycles 9] best2->2(1) [j_in=3]  [cs-3: cycles 14] best3->3(2) [j_in=5]  [cs-3: cycles 32] best5->5(3) [j_in=7]  [cs-3: cycles 12] 7->7(4) 


ENDING SEARCH because max number of tries reached at Thu Jun  7 12:05:25 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/glass/glassc.log
The search results are stored in file:
 /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glassc.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/glass/glassc.s-params
 and reinvoking the "autoclass -search ..." form

------------------  SUMMARY OF 10 BEST RESULTS  ------------------
PROBABILITY  exp(-10897.738) N_CLASSES   5 FOUND ON TRY    3 *SAVED*
PROBABILITY  exp(-11187.745) N_CLASSES   7 FOUND ON TRY    4 *SAVED*
PROBABILITY  exp(-11229.516) N_CLASSES   3 FOUND ON TRY    2
PROBABILITY  exp(-11236.431) N_CLASSES   2 FOUND ON TRY    1

------------------  SUMMARY OF TRY CONVERGENCE  ------------------
try    3    num_cycles   32    max_cycles  200    convergent
try    4    num_cycles   12    max_cycles  200    convergent
try    2    num_cycles   14    max_cycles  200    convergent
try    1    num_cycles    9    max_cycles  200    convergent

AUTOCLASS C (version 3.3.4unx) STOPPING at Thu Jun  7 12:05:25 2001 


AUTOCLASS C (version 3.3.4unx) STARTING at Thu Jun  7 12:07:38 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/glass/glassc.log
During loading of: 
   [1] /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glassc.db2,
   [2] /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glass-3c.hd2,
   [3] /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glass-mnc.model.

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

ADVISORY[2]: data_file_format settings:
             separator_char = ' ', comment_char = ';', unknown_token = '?'
ADVISORY[2]: read 11 attribute defs from 
             /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glass-3c.hd2
ADVISORY[1]: read 214 datum from 
             /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glassc.db2
ADVISORY[1]: discrete translations [ (internal external):count ... ] built 
             from input data --
   Attribute #10, "Type of glass":
      [ (0 1):70 (1 2):76 (2 3):17 (3 5):13 (4 6):9 (5 7):29 ]
ADVISORY[1]: real statistics [ min < (mean : variance) < max ] built 
             from input data --
   Attribute #1, "RI: refractive index":
      [  1.5112e+00 < ( 1.5184e+00 : 9.1795e-06) <  1.5339e+00 ]
   Attribute #2, "Na: Wt.% Sodium oxide":
      [  1.0730e+01 < ( 1.3408e+01 : 6.6373e-01) <  1.7380e+01 ]
   Attribute #3, "Mg: Wt.% Magnesium oxide":
      [  0.0000e+00 < ( 2.6845e+00 : 2.0708e+00) <  4.4900e+00 ]
   Attribute #4, "Al: Wt.% Aluminum oxide":
      [  2.9000e-01 < ( 1.4449e+00 : 2.4811e-01) <  3.5000e+00 ]
   Attribute #5, "Si: Wt.% Silicon oxide":
      [  6.9810e+01 < ( 7.2651e+01 : 5.9712e-01) <  7.5410e+01 ]
   Attribute #6, " K: Wt.% Potassium oxide":
      [  0.0000e+00 < ( 4.9706e-01 : 4.2337e-01) <  6.2100e+00 ]
   Attribute #7, "Ca: Wt.% Calcium oxide":
      [  5.4300e+00 < ( 8.9570e+00 : 2.0159e+00) <  1.6190e+01 ]
   Attribute #8, "Ba: Wt.% Barium oxide":
      [  0.0000e+00 < ( 1.7505e-01 : 2.4607e-01) <  3.1500e+00 ]
   Attribute #9, "Fe: Wt.% Iron oxide":
      [  0.0000e+00 < ( 5.7009e-02 : 9.4499e-03) <  5.1000e-01 ]
ADVISORY[3]: read 1 model def from 
             /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glass-mnc.model
ADVISORY[2]: log_transform is being applied to attribute #1:
             "RI: refractive index" and will be stored as attribute #11.
   Attribute #11, "Log RI: refractive index":
      [ -6.7109e-01 < (-6.5709e-01 : 3.3848e-05) < -6.2749e-01 ]
ADVISORY[2]: log_transform is being applied to attribute #2:
             "Na: Wt.% Sodium oxide" and will be stored as attribute #12.
   Attribute #12, "Log Na: Wt.% Sodium oxide":
      [  2.3730e+00 < ( 2.5940e+00 : 3.6577e-03) <  2.8553e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #3:
             "Mg: Wt.% Magnesium oxide" and will be stored as attribute #13.
   Attribute #13, "Log Mg: Wt.% Magnesium oxide":
      [ -5.2983e+00 < (-9.3701e-02 : 6.6834e+00) <  1.5030e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #4:
             "Al: Wt.% Aluminum oxide" and will be stored as attribute #14.
   Attribute #14, "Log Al: Wt.% Aluminum oxide":
      [ -1.2379e+00 < ( 3.0602e-01 : 1.3473e-01) <  1.2528e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #5:
             "Si: Wt.% Silicon oxide" and will be stored as attribute #15.
   Attribute #15, "Log Si: Wt.% Silicon oxide":
      [  4.2458e+00 < ( 4.2856e+00 : 1.1407e-04) <  4.3229e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #6:
             " K: Wt.% Potassium oxide" and will be stored as attribute #16.
   Attribute #16, "Log  K: Wt.% Potassium oxide":
      [ -5.2984e+00 < (-1.4740e+00 : 2.9845e+00) <  1.8270e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #7:
             "Ca: Wt.% Calcium oxide" and will be stored as attribute #17.
   Attribute #17, "Log Ca: Wt.% Calcium oxide":
      [  1.6919e+00 < ( 2.1815e+00 : 2.0663e-02) <  2.7844e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #8:
             "Ba: Wt.% Barium oxide" and will be stored as attribute #18.
   Attribute #18, "Log Ba: Wt.% Barium oxide":
      [ -5.2981e+00 < (-4.4321e+00 : 3.6644e+00) <  1.1490e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #9:
             "Fe: Wt.% Iron oxide" and will be stored as attribute #19.
   Attribute #19, "Log Fe: Wt.% Iron oxide":
      [ -5.2982e+00 < (-4.1753e+00 : 2.7054e+00) < -6.6359e-01 ]

############ 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/glass/glassc.results-bin
     and a description of the search to file:
     /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glassc.search
  9) A record of this search will be printed to file:
     /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glassc.log

BEGINNING SEARCH at Thu Jun  7 12:07:38 2001

[j_in=2]  [cs-3: cycles 7] best2->2(1) [j_in=3]  [cs-3: cycles 11] best3->3(2) [j_in=5]  [cs-3: cycles 20] best5->5(3) [j_in=7]  [cs-3: cycles 10] 7->7(4) 


ENDING SEARCH because max number of tries reached at Thu Jun  7 12:07:39 2001
  after a total of 4 tries over 2 seconds
A log of this search is in file:
 /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glassc.log
The search results are stored in file:
 /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glassc.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/glass/glassc.s-params
 and reinvoking the "autoclass -search ..." form

------------------  SUMMARY OF 10 BEST RESULTS  ------------------
PROBABILITY  exp(-10907.367) N_CLASSES   5 FOUND ON TRY    3 *SAVED*
PROBABILITY  exp(-11187.751) N_CLASSES   7 FOUND ON TRY    4 *SAVED*
PROBABILITY  exp(-11229.554) N_CLASSES   3 FOUND ON TRY    2
PROBABILITY  exp(-11236.418) N_CLASSES   2 FOUND ON TRY    1

------------------  SUMMARY OF TRY CONVERGENCE  ------------------
try    3    num_cycles   20    max_cycles  200    convergent
try    4    num_cycles   10    max_cycles  200    convergent
try    2    num_cycles   11    max_cycles  200    convergent
try    1    num_cycles    7    max_cycles  200    convergent

AUTOCLASS C (version 3.3.4unx) STOPPING at Thu Jun  7 12:07:39 2001 


AUTOCLASS C (version 3.3.4unx) STARTING at Thu Jun  7 12:09:20 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/glass/glassc.log
During loading of: 
   [1] /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glassc.db2,
   [2] /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glass-3c.hd2,
   [3] /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glass-mnc.model.

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

ADVISORY[2]: data_file_format settings:
             separator_char = ' ', comment_char = ';', unknown_token = '?'
ADVISORY[2]: read 11 attribute defs from 
             /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glass-3c.hd2
ADVISORY[1]: read 214 datum from 
             /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glassc.db2
ADVISORY[1]: discrete translations [ (internal external):count ... ] built 
             from input data --
   Attribute #10, "Type of glass":
      [ (0 1):70 (1 2):76 (2 3):17 (3 5):13 (4 6):9 (5 7):29 ]
ADVISORY[1]: real statistics [ min < (mean : variance) < max ] built 
             from input data --
   Attribute #1, "RI: refractive index":
      [  1.5112e+00 < ( 1.5184e+00 : 9.1795e-06) <  1.5339e+00 ]
   Attribute #2, "Na: Wt.% Sodium oxide":
      [  1.0730e+01 < ( 1.3408e+01 : 6.6373e-01) <  1.7380e+01 ]
   Attribute #3, "Mg: Wt.% Magnesium oxide":
      [  0.0000e+00 < ( 2.6845e+00 : 2.0708e+00) <  4.4900e+00 ]
   Attribute #4, "Al: Wt.% Aluminum oxide":
      [  2.9000e-01 < ( 1.4449e+00 : 2.4811e-01) <  3.5000e+00 ]
   Attribute #5, "Si: Wt.% Silicon oxide":
      [  6.9810e+01 < ( 7.2651e+01 : 5.9712e-01) <  7.5410e+01 ]
   Attribute #6, " K: Wt.% Potassium oxide":
      [  0.0000e+00 < ( 4.9706e-01 : 4.2337e-01) <  6.2100e+00 ]
   Attribute #7, "Ca: Wt.% Calcium oxide":
      [  5.4300e+00 < ( 8.9570e+00 : 2.0159e+00) <  1.6190e+01 ]
   Attribute #8, "Ba: Wt.% Barium oxide":
      [  0.0000e+00 < ( 1.7505e-01 : 2.4607e-01) <  3.1500e+00 ]
   Attribute #9, "Fe: Wt.% Iron oxide":
      [  0.0000e+00 < ( 5.7009e-02 : 9.4499e-03) <  5.1000e-01 ]
ADVISORY[3]: read 1 model def from 
             /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glass-mnc.model
ADVISORY[2]: log_transform is being applied to attribute #1:
             "RI: refractive index" and will be stored as attribute #11.
   Attribute #11, "Log RI: refractive index":
      [ -6.7109e-01 < (-6.5709e-01 : 3.3848e-05) < -6.2749e-01 ]
ADVISORY[2]: log_transform is being applied to attribute #2:
             "Na: Wt.% Sodium oxide" and will be stored as attribute #12.
   Attribute #12, "Log Na: Wt.% Sodium oxide":
      [  2.3730e+00 < ( 2.5940e+00 : 3.6577e-03) <  2.8553e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #3:
             "Mg: Wt.% Magnesium oxide" and will be stored as attribute #13.
   Attribute #13, "Log Mg: Wt.% Magnesium oxide":
      [ -5.2983e+00 < (-9.3701e-02 : 6.6834e+00) <  1.5030e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #4:
             "Al: Wt.% Aluminum oxide" and will be stored as attribute #14.
   Attribute #14, "Log Al: Wt.% Aluminum oxide":
      [ -1.2379e+00 < ( 3.0602e-01 : 1.3473e-01) <  1.2528e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #5:
             "Si: Wt.% Silicon oxide" and will be stored as attribute #15.
   Attribute #15, "Log Si: Wt.% Silicon oxide":
      [  4.2458e+00 < ( 4.2856e+00 : 1.1407e-04) <  4.3229e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #6:
             " K: Wt.% Potassium oxide" and will be stored as attribute #16.
   Attribute #16, "Log  K: Wt.% Potassium oxide":
      [ -5.2984e+00 < (-1.4740e+00 : 2.9845e+00) <  1.8270e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #7:
             "Ca: Wt.% Calcium oxide" and will be stored as attribute #17.
   Attribute #17, "Log Ca: Wt.% Calcium oxide":
      [  1.6919e+00 < ( 2.1815e+00 : 2.0663e-02) <  2.7844e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #8:
             "Ba: Wt.% Barium oxide" and will be stored as attribute #18.
   Attribute #18, "Log Ba: Wt.% Barium oxide":
      [ -5.2981e+00 < (-4.4321e+00 : 3.6644e+00) <  1.1490e+00 ]
ADVISORY[2]: log_transform is being applied to attribute #9:
             "Fe: Wt.% Iron oxide" and will be stored as attribute #19.
   Attribute #19, "Log Fe: Wt.% Iron oxide":
      [ -5.2982e+00 < (-4.1753e+00 : 2.7054e+00) < -6.6359e-01 ]

############ 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/glass/glassc.results-bin
     and a description of the search to file:
     /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glassc.search
  9) A record of this search will be printed to file:
     /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glassc.log

BEGINNING SEARCH at Thu Jun  7 12:09:21 2001

[j_in=2]  [cs-4: cycles 10] best2->2(1) [j_in=3]  [cs-4: cycles 15] best3->3(2) [j_in=5]  [cs-4: cycles 32] best5->5(3) [j_in=7]  [cs-4: cycles 13] 7->7(4) 


ENDING SEARCH because max number of tries reached at Thu Jun  7 12:09:22 2001
  after a total of 4 tries over 2 seconds
A log of this search is in file:
 /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glassc.log
The search results are stored in file:
 /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glassc.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/glass/glassc.s-params
 and reinvoking the "autoclass -search ..." form

------------------  SUMMARY OF 10 BEST RESULTS  ------------------
PROBABILITY  exp(-10897.738) N_CLASSES   5 FOUND ON TRY    3 *SAVED*
PROBABILITY  exp(-11187.745) N_CLASSES   7 FOUND ON TRY    4 *SAVED*
PROBABILITY  exp(-11229.516) N_CLASSES   3 FOUND ON TRY    2
PROBABILITY  exp(-11236.432) N_CLASSES   2 FOUND ON TRY    1

------------------  SUMMARY OF TRY CONVERGENCE  ------------------
try    3    num_cycles   32    max_cycles  200    convergent
try    4    num_cycles   13    max_cycles  200    convergent
try    2    num_cycles   15    max_cycles  200    convergent
try    1    num_cycles   10    max_cycles  200    convergent

AUTOCLASS C (version 3.3.4unx) STOPPING at Thu Jun  7 12:09:22 2001 


AUTOCLASS C (version 3.3.4unx) STARTING at Thu Jun  7 12:10:32 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 11 attribute defs from 
             /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glass-3c.hd2
ADVISORY[1]: read 214 datum from 
             /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glassc.db2
ADVISORY: loaded 2 classifications from 
          /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glassc.results-bin
ADVISORY: read 4 search trials from 
          /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glassc.search

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

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

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

ADVISORY[2]: data_file_format settings:
             separator_char = ' ', comment_char = ';', unknown_token = '?'
ADVISORY[2]: read 11 attribute defs from 
             /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glass-3c.hd2
ADVISORY[1]: read 10 datum from 
             /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glassc-predict.db2
ADVISORY[3]: read 1 model def from 
             /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glass-mnc.model
ADVISORY[2]: log_transform is being applied to attribute #1:
             "RI: refractive index" and will be stored as attribute #11.
ADVISORY[2]: log_transform is being applied to attribute #2:
             "Na: Wt.% Sodium oxide" and will be stored as attribute #12.
ADVISORY[2]: log_transform is being applied to attribute #3:
             "Mg: Wt.% Magnesium oxide" and will be stored as attribute #13.
ADVISORY[2]: log_transform is being applied to attribute #4:
             "Al: Wt.% Aluminum oxide" and will be stored as attribute #14.
ADVISORY[2]: log_transform is being applied to attribute #5:
             "Si: Wt.% Silicon oxide" and will be stored as attribute #15.
ADVISORY[2]: log_transform is being applied to attribute #6:
             " K: Wt.% Potassium oxide" and will be stored as attribute #16.
ADVISORY[2]: log_transform is being applied to attribute #7:
             "Ca: Wt.% Calcium oxide" and will be stored as attribute #17.
ADVISORY[2]: log_transform is being applied to attribute #8:
             "Ba: Wt.% Barium oxide" and will be stored as attribute #18.
ADVISORY[2]: log_transform is being applied to attribute #9:
             "Fe: Wt.% Iron oxide" and will be stored as attribute #19.

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

File written: /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glassc-predict.case-text-1

File written: /home/wtaylor/AC/3.3.4/autoclass-c/data/glass/glassc-predict.class-text-1


AUTOCLASS C (version 3.3.4unx) STOPPING at Thu Jun  7 12:10:32 2001 

