serengeti.taylor 193> ./autoclass -search sample/imports-85c.db2 sample/imports-85c.hd2 sample/imports-85c.model sample/imports-85c.s-params 


### Starting Check of /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.s-params
### Ending Check of   /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.s-params


AUTOCLASS C (version 3.3unx) STARTING at Mon Sep 21 15:47:15 1998 


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

To log file: 
   /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.log
During loading of: 
   [1] /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.db2,
   [2] /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.hd2,
   [3] /home/serengeti/id0/taylor/tove/p/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/serengeti/id0/taylor/tove/p/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/serengeti/id0/taylor/tove/p/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/serengeti/id0/taylor/tove/p/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/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.results-bin
     and a description of the search to file:
     /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.search
  9) A record of this search will be printed to file:
     /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.log

BEGINNING SEARCH at Mon Sep 21 15:47:15 1998

[j_in=2] ............. [cs-3: cycles 13] best2->2(1) [j_in=3] .................................... [cs-3: cycles 36] best3->3(2) [j_in=5] ............................ [cs-3: cycles 28] best5->5(3) [j_in=7] .............. [cs-3: cycles 14] best7->7(4) [j_in=10] ................. [cs-3: cycles 17] 10->10(5) [j_in=15] ....................... [cs-3: cycles 23] best15->15(6) [j_in=25] ........... [cs-3: cycles 11] 25->23(7) [j_in=7] ......................... [cs-3: cycles 25] 7->7(8) [j_in=10] .................. [cs-3: cycles 18] 10->10(9) [j_in=5] ................... [cs-3: cycles 19] 5->5(10) [j_in=11] ............ [cs-3: cycles 12] 11->11(11) [j_in=8] ................................ [cs-3: cycles 32] 8->8(12) 


ENDING SEARCH because max number of tries reached at Mon Sep 21 15:47:23 1998
  after a total of 12 tries over 9 seconds
A log of this search is in file:
 /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.log
The search results are stored in file:
 /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.results-bin
This search can be restarted by having "force_new_search_p = false" in file:
 /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.s-params
 and reinvoking the "autoclass -search ..." form

------------------  SUMMARY OF 10 BEST RESULTS  ------------------
PROBABILITY  exp(-16336.789) N_CLASSES  15 FOUND ON TRY    6 *SAVED*
PROBABILITY  exp(-16366.079) N_CLASSES  11 FOUND ON TRY   11 *SAVED*
PROBABILITY  exp(-16378.709) N_CLASSES  23 FOUND ON TRY    7
PROBABILITY  exp(-16401.926) N_CLASSES   7 FOUND ON TRY    4
PROBABILITY  exp(-16421.742) N_CLASSES  10 FOUND ON TRY    5
PROBABILITY  exp(-16463.314) N_CLASSES   5 FOUND ON TRY    3
PROBABILITY  exp(-16469.326) N_CLASSES   8 FOUND ON TRY   12
PROBABILITY  exp(-16476.202) N_CLASSES  10 FOUND ON TRY    9
PROBABILITY  exp(-16513.288) N_CLASSES   5 FOUND ON TRY   10
PROBABILITY  exp(-16565.711) N_CLASSES   7 FOUND ON TRY    8

------------------  SUMMARY OF TRY CONVERGENCE  ------------------
try    6    num_cycles   23    max_cycles  200    convergent
try   11    num_cycles   12    max_cycles  200    convergent
try    7    num_cycles   11    max_cycles  200    convergent
try    4    num_cycles   14    max_cycles  200    convergent
try    5    num_cycles   17    max_cycles  200    convergent
try    3    num_cycles   28    max_cycles  200    convergent
try   12    num_cycles   32    max_cycles  200    convergent
try    9    num_cycles   18    max_cycles  200    convergent
try   10    num_cycles   19    max_cycles  200    convergent
try    8    num_cycles   25    max_cycles  200    convergent

AUTOCLASS C (version 3.3unx) STOPPING at Mon Sep 21 15:47:23 1998 



serengeti.taylor 194> ./autoclass -search sample/imports-85c.db2 sample/imports-85c.hd2 sample/imports-85c.model sample/imports-85c.s-params 


### Starting Check of /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.s-params
### Ending Check of   /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.s-params


AUTOCLASS C (version 3.3unx) STARTING at Mon Sep 21 15:48:17 1998 

ADVISORY[2]: read 26 attribute defs from 
             /home/serengeti/id0/taylor/tove/p/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/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.db2
ADVISORY: loaded 2 classifications from 
          /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.results-bin
ADVISORY: read 12 search trials from 
          /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.search

ADVISORY: start_j_list=(2,3,5,7,10,15,25) has been overridden by ()
          from /home/serengeti/id0/taylor/tove/p/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/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.results-bin
     and a description of the search to file:
     /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.search
  9) A record of this search will be printed to file:
     /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.log

RESTARTING SEARCH at Mon Sep 21 15:48:18 1998

[j_in=14] ................ [cs-3: cycles 16] 14->14(13) [j_in=38] ............. [cs-3: cycles 13] 38->30(14) [j_in=29] .................. [cs-3: cycles 18] 29->26(15) [j_in=6] .................................... [cs-3: cycles 36] 6->6(16) [j_in=8] ..................... [cs-3: cycles 21] 8->8(17) [j_in=4] ................................................ [cs-3: cycles 48] 4->4(18) [j_in=14] ............. [cs-3: cycles 13] best14->14(19) [j_in=10] ......................... [cs-3: cycles 25] 10->10(20) [j_in=13] ......... [cs-3: cycles 9] 13->13(21) [j_in=11] ............... [cs-3: cycles 15] 11->11(22) 


ENDING SEARCH because max number of tries reached at Mon Sep 21 15:48:26 1998
  after a total of 22 tries over 18 seconds
This invocation of "autoclass -search" took 8 seconds
A log of this search is in file:
 /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.log
The search results are stored in file:
 /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.results-bin
This search can be restarted by having "force_new_search_p = false" in file:
 /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.s-params
 and reinvoking the "autoclass -search ..." form

------------------  SUMMARY OF 10 BEST RESULTS  ------------------
PROBABILITY  exp(-16251.236) N_CLASSES  14 FOUND ON TRY   19 *SAVED*
PROBABILITY  exp(-16336.789) N_CLASSES  15 FOUND ON TRY    6 *SAVED*
PROBABILITY  exp(-16351.968) N_CLASSES  14 FOUND ON TRY   13
PROBABILITY  exp(-16366.079) N_CLASSES  11 FOUND ON TRY   11
PROBABILITY  exp(-16378.709) N_CLASSES  23 FOUND ON TRY    7
PROBABILITY  exp(-16392.971) N_CLASSES  30 FOUND ON TRY   14
PROBABILITY  exp(-16401.926) N_CLASSES   7 FOUND ON TRY    4
PROBABILITY  exp(-16421.742) N_CLASSES  10 FOUND ON TRY    5
PROBABILITY  exp(-16422.365) N_CLASSES  10 FOUND ON TRY   20
PROBABILITY  exp(-16444.036) N_CLASSES   8 FOUND ON TRY   17

------------------  SUMMARY OF TRY CONVERGENCE  ------------------
try   19    num_cycles   13    max_cycles  200    convergent
try    6    num_cycles   23    max_cycles  200    convergent
try   13    num_cycles   16    max_cycles  200    convergent
try   11    num_cycles   12    max_cycles  200    convergent
try    7    num_cycles   11    max_cycles  200    convergent
try   14    num_cycles   13    max_cycles  200    convergent
try    4    num_cycles   14    max_cycles  200    convergent
try    5    num_cycles   17    max_cycles  200    convergent
try   20    num_cycles   25    max_cycles  200    convergent
try   17    num_cycles   21    max_cycles  200    convergent

AUTOCLASS C (version 3.3unx) STOPPING at Mon Sep 21 15:48:26 1998 


serengeti.taylor 195> ./autoclass -search sample/imports-85c.db2 sample/imports-85c.hd2 sample/imports-85c.model sample/imports-85c.s-params 


### Starting Check of /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.s-params
### Ending Check of   /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.s-params


AUTOCLASS C (version 3.3unx) STARTING at Mon Sep 21 15:51:08 1998 

ADVISORY[2]: read 26 attribute defs from 
             /home/serengeti/id0/taylor/tove/p/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/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.db2
ADVISORY: loaded 2 classifications from 
          /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.results-bin
ADVISORY: read 22 search trials from 
          /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.search

ADVISORY: start_j_list=(2,3,5,7,10,15,25) has been overridden by ()
          from /home/serengeti/id0/taylor/tove/p/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 Sep 21 15:53:08 1998.
  8) If needed, every 30 minutes I will save the best 2 classifications
     so far to file: 
     /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.results-bin
     and a description of the search to file:
     /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.search
  9) A record of this search will be printed to file:
     /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.log

RESTARTING SEARCH at Mon Sep 21 15:51:08 1998

[j_in=16] ............. [cs-3: cycles 13] 16->16(23) [j_in=31] ........... [cs-3: cycles 11] 31->26(24) [j_in=8] ............................................... [cs-3: cycles 47] 8->8(25) [j_in=7] ............. [cs-3: cycles 13] 7->7(26) [j_in=22] ...................... [cs-3: cycles 22] 22->20(27) [j_in=9] ............... [cs-3: cycles 15] 9->9(28) [j_in=12] ........................ [cs-3: cycles 24] 12->12(29) [j_in=16] ............................... [cs-3: cycles 31] 16->16(30) [j_in=18] ............... [cs-3: cycles 15] 18->18(31) [j_in=16] ........ [cs-3: cycles 8] 16->16(32) [j_in=23] ....... [cs-3: cycles 7] 23->21(33) [j_in=14] .......... [cs-3: cycles 10] 14->14(34) [j_in=24] ........ [cs-3: cycles 8] 24->22(35) [j_in=24] ........ [cs-3: cycles 8] 24->22(36) [j_in=24] ......... [cs-3: cycles 9] 24->23(37) [j_in=9] .................................................. [cs-3: cycles 50] 9->9(38) [j_in=17] .............. [cs-3: cycles 14] best17->16(39) [j_in=16] .......................... [cs-3: cycles 26] 16->14(40) [j_in=15] ..................................... [cs-3: cycles 37] 15->15(41) [j_in=15] .......... [cs-3: cycles 10] 15->14(42) [j_in=14] ............. [cs-3: cycles 13] 14->14(43) [j_in=17] ........... [cs-3: cycles 11] 17->17(44) [j_in=17] ................. [cs-3: cycles 17] 17->16(45) [j_in=15] ............................. [cs-3: cycles 29] 15->14(46) [j_in=18] ............. [cs-3: cycles 13] 18->18(47) [j_in=17] ........... [cs-3: cycles 11] 17->17(48) [j_in=14] ........................ [cs-3: cycles 24] 14->14(49) [j_in=16] ................. [cs-3: cycles 17] 16->15(50) [j_in=15] ................... [cs-3: cycles 19] 15->13(51) [j_in=17] ........ [cs-3: cycles 8] 17->17(52) [j_in=17] ........ [cs-3: cycles 8] 17->17(53) [j_in=17] ............. [cs-3: cycles 13] 17->16(54) [j_in=14] .......................... [cs-3: cycles 26] 14->13(55) [j_in=14] ............. [cs-3: cycles 13] 14->13(56) [j_in=16] ................. [cs-3: cycles 17] 16->15(57) 

----------------  NEW BEST CLASSIFICATION FOUND on try 39  -------------
It has 16 CLASSES with WEIGHTS 50 24 17 14 13 12 12 12 11 10 8 5 5 5 4 3
PROBABILITY of both the data and the classification = exp(-16193.692)
(Also found 38 other better than last report.)

-----------  SEARCH STATUS as of Mon Sep 21 15:51:39 1998  -----------
It just took 31 seconds since beginning.
Estimate < 49 seconds to find a classification
  exp(24.4) [= 3.8e+10] times more probable.
Estimate >> 4 minutes 8 seconds to find the very best classification,
 which may be exp(8.8) to exp(3878.9) times more probable.
Have seen 57 of the estimated > 340 possible classifications (based on 0
 duplicates do far).
Log-Normal fit to classifications probabilities has M(ean) -16435.7,
 S(igma) 90.8
Choosing initial n-classes randomly from a log_normal [M-S, M, M+S] = 
 [14.0, 15.4, 16.9]
Overhead time is 6.0 % of total search time

[j_in=16] ......... [cs-3: cycles 9] 16->16(58) [j_in=18] ....................................... [cs-3: cycles 39] 18->18(59) [j_in=16] .............. [cs-3: cycles 14] 16->15(60) [j_in=16] ............... [cs-3: cycles 15] 16->16(61) [j_in=19] ......... [cs-3: cycles 9] 19->18(62) [j_in=15] ............. [cs-3: cycles 13] 15->15(63) [j_in=14] ............ [cs-3: cycles 12] 14->14(64) [j_in=15] .................. [cs-3: cycles 18] 15->15(65) [j_in=14] .................. [cs-3: cycles 18] 14->14(66) [j_in=16] .................... [cs-3: cycles 20] 16->15(67) [j_in=15] ................ [cs-3: cycles 16] 15->14(68) [j_in=18] ............. [cs-3: cycles 13] 18->18(69) [j_in=16] .......... [cs-3: cycles 10] 16->15(70) [j_in=17] ............... [cs-3: cycles 15] 17->16(71) [j_in=16] .............. [cs-3: cycles 14] 16->16(72) [j_in=17] ....................... [cs-3: cycles 23] 17->17(73) [j_in=16] ............ [cs-3: cycles 12] 16->16(74) [j_in=15] ........................... [cs-3: cycles 27] 15->14(75) [j_in=17] ................... [cs-3: cycles 19] 17->16(76) [j_in=15] ........... [cs-3: cycles 11] 15->15(77) [j_in=17] .......... [cs-3: cycles 10] 17->16(78) [j_in=15] .................................... [cs-3: cycles 36] 15->14(79) [j_in=15] ..................... [cs-3: cycles 21] 15->15(80) [j_in=16] ............. [cs-3: cycles 13] 16->16(81) [j_in=15] ................ [cs-3: cycles 16] 15->14(82) [j_in=17] ........ [cs-3: cycles 8] 17->17(83) [j_in=17] ........ [cs-3: cycles 8] 17->17(84) [j_in=17] ...................... [cs-3: cycles 22] 17->17(85) [j_in=17] ...................................... [cs-3: cycles 38] 17->15(86) [j_in=15] ............... [cs-3: cycles 15] 15->15(87) [j_in=16] ......... [cs-3: cycles 9] 16->16(88) [j_in=16] ......... [cs-3: cycles 9] 16->16(89) [j_in=16] ................ [cs-3: cycles 16] 16->16(90) [j_in=17] ................ [cs-3: cycles 16] 17->17(91) [j_in=16] ............ [cs-3: cycles 12] 16->16(92) [j_in=16] .............. [cs-3: cycles 14] 16->15(93) [j_in=19] ......................... [cs-3: cycles 25] 19->19(94) [j_in=15] ................ [cs-3: cycles 16] 15->15(95) [j_in=14] ..................... [cs-3: cycles 21] 14->14(96) [j_in=17] ................. [cs-3: cycles 17] 17->17(97) [j_in=18] ................ [cs-3: cycles 16] 18->18(98) [j_in=16] ........................ [cs-3: cycles 24] 16->16(99) [j_in=15] ............... [cs-3: cycles 15] 15->15(100) [j_in=16] ............... [cs-3: cycles 15] 16->16(101) [j_in=15] .......... [cs-3: cycles 10] 15->15(102) [j_in=13] .............. [cs-3: cycles 14] 13->13(103) [j_in=17] .................. [cs-3: cycles 18] 17->15(104) [j_in=21] ........................ [cs-3: cycles 24] 21->20(105) [j_in=17] ............ [cs-3: cycles 12] best17->17(106) 

----------------  NEW BEST CLASSIFICATION FOUND on try 106  -------------
It has 17 CLASSES with WEIGHTS 32 23 19 13 13 12 11 11 11 10 10 8 8 7 7 5 5
PROBABILITY of both the data and the classification = exp(-16184.769)

-----------  SEARCH STATUS as of Mon Sep 21 15:52:24 1998  -----------
It just took 45 seconds to find a classification
  exp(8.9) [= 7.5e+03] times more probable.
Estimate < 1 minute 34 seconds to find a classification
  exp(27.3) [= 6.9e+11] times more probable.
Estimate >> 10 minutes 47 seconds to find the very best classification,
 which may be exp(76.8) to exp(5773.8) times more probable.
Have seen 106 of the estimated > 828 possible classifications (based on 0
 duplicates do far).
Log-Normal fit to classifications probabilities has M(ean) -16440.8,
 S(igma) 109.8
Choosing initial n-classes randomly from a log_normal [M-S, M, M+S] = 
 [14.0, 15.6, 17.4]
Overhead time is 3.2 % of total search time

[j_in=18] ................ [cs-3: cycles 16] 18->18(107) [j_in=17] ..................... [cs-3: cycles 21] 17->17(108) [j_in=20] ............... [cs-3: cycles 15] 20->20(109) [j_in=16] .......................... [cs-3: cycles 26] 16->16(110) [j_in=17] .................................. [cs-3: cycles 34] 17->17(111) [j_in=14] .................. [cs-3: cycles 18] 14->14(112) [j_in=18] ................ [cs-3: cycles 16] 18->17(113) [j_in=14] ............... [cs-3: cycles 15] 14->14(114) [j_in=14] .......... [cs-3: cycles 10] 14->14(115) [j_in=17] ................ [cs-3: cycles 16] 17->17(116) [j_in=16] ............... [cs-3: cycles 15] 16->15(117) [j_in=16] ............... [cs-3: cycles 15] 16->15(118) [j_in=16] ............. [cs-3: cycles 13] 16->16(119) [j_in=16] ....................... [cs-3: cycles 23] 16->16(120) [j_in=14] ............. [cs-3: cycles 13] 14->14(121) [j_in=17] .............. [cs-3: cycles 14] 17->16(122) [j_in=18] .................. [cs-3: cycles 18] 18->18(123) [j_in=16] ................ [cs-3: cycles 16] 16->16(124) [j_in=18] ........... [cs-3: cycles 11] 18->18(125) [j_in=17] ...................... [cs-3: cycles 22] 17->17(126) [j_in=17] ................ [cs-3: cycles 16] 17->16(127) [j_in=15] ................ [cs-3: cycles 16] 15->15(128) [j_in=17] .................. [cs-3: cycles 18] 17->17(129) [j_in=19] ............................. [cs-3: cycles 29] 19->18(130) [j_in=16] ............. [cs-3: cycles 13] 16->16(131) [j_in=16] .................. [cs-3: cycles 18] 16->16(132) [j_in=18] ................ [cs-3: cycles 16] 18->17(133) [j_in=15] ................................... [cs-3: cycles 35] 15->15(134) [j_in=19] ......... [cs-3: cycles 9] 19->18(135) [j_in=16] ........... [cs-3: cycles 11] 16->15(136) [j_in=18] .............. [cs-3: cycles 14] 18->17(137) [j_in=18] .................................... [cs-3: cycles 36] 18->17(138) [j_in=16] ......... [cs-3: cycles 9] 16->15(139) [j_in=18] ................ [cs-3: cycles 16] 18->15(140) [j_in=15] .................. [cs-3: cycles 18] 15->14(141) [j_in=16] ........... [cs-3: cycles 11] 16->16(142) [j_in=19] ........... [cs-3: cycles 11] 19->19(143) [j_in=15] ............. [cs-3: cycles 13] 15->14(144) [j_in=17] .......... [cs-3: cycles 10] 17->16(145) [j_in=16] ........................ [cs-3: cycles 24] 16->16(146) [j_in=16] ................. [cs-3: cycles 17] 16->15(147) [j_in=17] .......... [cs-3: cycles 10] 17->17(148) [j_in=15] ......................... [cs-3: cycles 25] 15->15(149) [j_in=15] ................. [cs-3: cycles 17] 15->14(150) [j_in=16] ................ [cs-3: cycles 16] 16->16(151) [j_in=18] ....................... [cs-3: cycles 23] 18->18(152) 


ENDING SEARCH because max duration has expired at Mon Sep 21 15:53:10 1998
  after a total of 152 tries over 2 minutes 21 seconds
This invocation of "autoclass -search" took 2 minutes 2 seconds
A log of this search is in file:
 /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.log
The search results are stored in file:
 /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.results-bin
This search can be restarted by having "force_new_search_p = false" in file:
 /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.s-params
 and reinvoking the "autoclass -search ..." form

------------------  SUMMARY OF 10 BEST RESULTS  ------------------
PROBABILITY  exp(-16184.769) N_CLASSES  17 FOUND ON TRY  106 *SAVED*
PROBABILITY  exp(-16193.692) N_CLASSES  16 FOUND ON TRY   39 *SAVED*
PROBABILITY  exp(-16208.904) N_CLASSES  15 FOUND ON TRY   65
PROBABILITY  exp(-16221.202) N_CLASSES  17 FOUND ON TRY   97
PROBABILITY  exp(-16229.397) N_CLASSES  16 FOUND ON TRY   78
PROBABILITY  exp(-16250.524) N_CLASSES  16 FOUND ON TRY  122
PROBABILITY  exp(-16251.236) N_CLASSES  14 FOUND ON TRY   19
PROBABILITY  exp(-16251.995) N_CLASSES  13 FOUND ON TRY  103
PROBABILITY  exp(-16252.817) N_CLASSES  18 FOUND ON TRY   59
PROBABILITY  exp(-16255.182) N_CLASSES  14 FOUND ON TRY   79

------------------  SUMMARY OF TRY CONVERGENCE  ------------------
try  106    num_cycles   12    max_cycles  200    convergent
try   39    num_cycles   14    max_cycles  200    convergent
try   65    num_cycles   18    max_cycles  200    convergent
try   97    num_cycles   17    max_cycles  200    convergent
try   78    num_cycles   10    max_cycles  200    convergent
try  122    num_cycles   14    max_cycles  200    convergent
try   19    num_cycles   13    max_cycles  200    convergent
try  103    num_cycles   14    max_cycles  200    convergent
try   59    num_cycles   39    max_cycles  200    convergent
try   79    num_cycles   36    max_cycles  200    convergent

AUTOCLASS C (version 3.3unx) STOPPING at Mon Sep 21 15:53:10 1998 


serengeti.taylor 200> ./autoclass -reports sample/imports-85c.results-bin \
   sample/imports-85c.search sample/imports-85c.r-params


### Starting Check of /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.r-params
### Ending Check of   /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.r-params


AUTOCLASS C (version 3.3unx) STARTING at Mon Sep 21 15:59:52 1998 

ADVISORY[2]: read 26 attribute defs from 
             /home/serengeti/id0/taylor/tove/p/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/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.db2
ADVISORY: loaded 2 classifications from 
          /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.results-bin
ADVISORY: read 152 search trials from 
          /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.search


File written: /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.influ-o-text-1

File written: /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.case-text-1

File written: /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.class-text-1


AUTOCLASS C (version 3.3unx) STOPPING at Mon Sep 21 15:59:53 1998 


serengeti.taylor 201> ./autoclass -reports sample/imports-85c.results-bin \
    sample/imports-85c.search sample/imports-85c.r-params


### Starting Check of /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.r-params
### Ending Check of   /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.r-params


AUTOCLASS C (version 3.3unx) STARTING at Mon Sep 21 16:08:17 1998 

ADVISORY[2]: read 26 attribute defs from 
             /home/serengeti/id0/taylor/tove/p/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/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.db2
ADVISORY: loaded 2 classifications from 
          /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.results-bin
ADVISORY: read 152 search trials from 
          /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.search


File written: /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.influ-o-data-1

File written: /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.case-data-1

File written: /home/serengeti/id0/taylor/tove/p/autoclass-c/sample/imports-85c.class-data-1


AUTOCLASS C (version 3.3unx) STOPPING at Mon Sep 21 16:08:18 1998 
