1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
|
ngorongoro.wtaylor 511> ./autoclass -search sample/imports-85c.db2 sample/imports-85c.hd2 sample/imports-85c.model sample/imports-85c.s-params > & sample/screenc3.text
### Starting Check of /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.s-params
### Ending Check of /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.s-params
AUTOCLASS C (version 3.3.4unx) STARTING at Mon Jun 11 10:08:23 2001
############## 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
ngorongoro.wtaylor 512> ./autoclass -search sample/imports-85c.db2 sample/imports-85c.hd2 sample/imports-85c.model sample/imports-85c.s-params > & sample/screenc3.text
ADVISORY[2]: for attribute #5: "num-of-doors" range increased to 3,
for value 2 -- translator (2 ?).
### Starting Check of /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.s-params
### Ending Check of /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.s-params
AUTOCLASS C (version 3.3.4unx) STARTING at Mon Jun 11 10:08:49 2001
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
ngorongoro.wtaylor 513> ./autoclass -search sample/imports-85c.db2 sample/imports-85c.hd2 sample/imports-85c.model sample/imports-85c.s-params > & sample/screenc3.text
ADVISORY[2]: for attribute #5: "num-of-doors" range increased to 3,
for value 2 -- translator (2 ?).
### Starting Check of /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.s-params
### Ending Check of /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.s-params
AUTOCLASS C (version 3.3.4unx) STARTING at Mon Jun 11 10:13:51 2001
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
ngorongoro.wtaylor 514> ./autoclass -reports sample/imports-85c.results-bin sample/imports-85c.search sample/imports-85c.r-params
ADVISORY[2]: for attribute #5: "num-of-doors" range increased to 3,
for value 2 -- translator (2 ?).
### Starting Check of /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.r-params
### Ending Check of /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.r-params
AUTOCLASS C (version 3.3.4unx) STARTING at Mon Jun 11 10:29:32 2001
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 405 search trials from
/home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.search
File written: /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.influ-o-text-1
File written: /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.case-text-1
File written: /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.class-text-1
AUTOCLASS C (version 3.3.4unx) STOPPING at Mon Jun 11 10:29:32 2001
ngorongoro.wtaylor 515> ./autoclass -reports sample/imports-85c.results-bin sample/imports-85c.search sample/imports-85c.r-params
ADVISORY[2]: for attribute #5: "num-of-doors" range increased to 3,
for value 2 -- translator (2 ?).
### Starting Check of /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.r-params
### Ending Check of /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.r-params
AUTOCLASS C (version 3.3.4unx) STARTING at Mon Jun 11 10:30:46 2001
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 405 search trials from
/home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.search
File written: /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.influ-o-data-1
File written: /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.case-data-1
File written: /home/wtaylor/AC/3.3.4/autoclass-c/sample/imports-85c.class-data-1
AUTOCLASS C (version 3.3.4unx) STOPPING at Mon Jun 11 10:30:46 2001
|
