crm114 on 64 bit SuSE

Thomas Spahni <[email protected]>
Newsgroups gmane.mail.spam.crm114
Message-ID <[email protected]>
Hi Bill, Paolo, Ger

After all the discussions on this list about installing crm114 on 64-bit 
systems I just want to let you all know that the following setup works 
well for me:

Motherboard: ASUS P5KPL-VM
CPU:         Intel Pentium Dual E2180 @ 2.00 GHz
Distrib:     SuSE 10.2, installed x86_64
Version:     crm114-20070810-BlameTheSegfault.src.tar.gz
Patch:       replaced original crm_expandvar.c by
             Ger's patched version from crm_expandvar.c.gz
             using: libtre-0.7.5-patched-i_a.tar
Using:       osb unique microgroom, mailreaver.crm

Megatest reports some minor differences (see output at the end of this 
mail) but the build works well in production. There is just one glitch I 
observed: learning just one message advances the count of messages learned 
by TWO. I still could not find the reason for this. Any pointers would be 
welcome.

Additional remarks:

I tried to install Ger's crm114-20080502-BlameJason-Ger-2423.src.tar as 
well. Compile went well but learning a message with mailreaver results in:

find: paths must precede expression
Usage: find [-H] [-L] [-P] [path...] [expression]
find: warning: Unix filenames usually don't contain slashes (though
pathnames do).  That means that '-name 0080810_135257_848598_78B458CD/' will
probably evaluate to false all the time on this system.  You might find the
'-wholename' test more useful, or perhaps '-samefile'.  Alternatively, if
you are using GNU grep, you could use 'find ... -print0 | grep -FzZ
0080810_135257_848598_78B458CD/'.
find: reaver_cache/known_good/20080810_135257_848598_78B458CD/: Not a
directory
X-CRM114-Version: 20080502-BlameJason ( TRE 0.7.5 (LGPL) ) MR-EEF259D2
X-CRM114-CacheID: sfid-20080810_135257_848598_78B458CD
Message-Id: (sfid-20080810_135257_848598_78B458CD)
X-CRM114-Status: UNSURE (   0.00 )
X-CRM114-Notice: Please train this message.

I suspect this error happens in mailtrainer.crm on line 397 or 420.
Additionally Ger's version produces a significant list of differences in 
megatest (output attached).

Thank you all for your excellent work and I hope this report may be 
useful.

Thomas Spahni

------------------------

make megatest (Bill Y crm114-20070810-BlameTheSegfault):

#        
#        This runs a moderately interesting set of base tests 
#        to exercise much of CRM114 under TRE.  This takes about
#        1 minute to run on a 1.6 GHz Pentium-M laptop.  Please
#	 be patient; you (hopefully) won't see anything till the
#	 full set of tests complete.  If you didn't use TRE, all 
#        bets are off.
#
#	Lines of output that start with OK_IF_mumble are allowed
#       to change values.  No other lines should.  If other lines
#       do change, either your kit isn't quite right or your
#       install is broken (or you've found a bug).
#
./megatest.sh  > megatest_test.log 2>&1
diff megatest_knowngood.log megatest_test.log &	sleep 1
1c1
<  This is CRM114, version 20070807-BlameTheInterns (TRE 0.7.5 (LGPL))
---
>  This is CRM114, version 20070810-BlameTheSegfault (TRE 0.7.5 (LGPL))
206,207c206,207
<  OK_IF_PID_CHANGES: one... MINION PROC PID: 1616 from-pipe: 6 to-pipe: 5
<  OK_IF_PID_SAME_AS_ABOVE: again... MINION PROC PID: 1616 from-pipe: 6 to-pipe: 5
---
>  OK_IF_PID_CHANGES: one... MINION PROC PID: 1260 from-pipe: 6 to-pipe: 5
>  OK_IF_PID_SAME_AS_ABOVE: again... MINION PROC PID: 1260 from-pipe: 6 to-pipe: 5
543,544c543,544
< OK_IF_SIZE_CHANGES: Size of isolation at start: 2099105
< Bytes used per pass: 2097150
---
> OK_IF_SIZE_CHANGES: Size of isolation at start: 2072562
> Bytes used per pass: 2070606
546,547c546,547
< Total flux through isolation:  419430000
< OK_IF_SIZE_CHANGES: Final isolation size: 2099122 
---
> Total flux through isolation:  414121200
> OK_IF_SIZE_CHANGES: Final isolation size: 2072579 
554,555c554,555
< OK_IF_SIZE_CHANGES: Size of isolation at start: 2101593
< Bytes used per pass: 2097150
---
> OK_IF_SIZE_CHANGES: Size of isolation at start: 2075050
> Bytes used per pass: 2070606
557,558c557,558
< Total flux through isolation:  41943000
< OK_IF_SIZE_CHANGES: Final isolation size: 2101608 
---
> Total flux through isolation:  41412120
> OK_IF_SIZE_CHANGES: Final isolation size: 2075065 
560c560
< Bytes used per pass: 2097150
---
> Bytes used per pass: 2070606
562,563c562,563
< Total flux through isolation:  83886000
< OK_IF_SIZE_CHANGES: Final isolation size: 2101614 
---
> Total flux through isolation:  82824240
> OK_IF_SIZE_CHANGES: Final isolation size: 2075071 
565c565
< Bytes used per pass: 2097150
---
> Bytes used per pass: 2070606
567,568c567,568
< Total flux through isolation:  125829000
< OK_IF_SIZE_CHANGES: Final isolation size: 2101615 
---
> Total flux through isolation:  124236360
> OK_IF_SIZE_CHANGES: Final isolation size: 2075072 
570c570
< Bytes used per pass: 2097150
---
> Bytes used per pass: 2070606
572,573c572,573
< Total flux through isolation:  167772000
< OK_IF_SIZE_CHANGES: Final isolation size: 2101615 
---
> Total flux through isolation:  165648480
> OK_IF_SIZE_CHANGES: Final isolation size: 2075072 
660c660
< version: 20070807-BlameTheInterns ( TRE 0.7.5 (LGPL) )
---
> version: 20070810-BlameTheSegfault ( TRE 0.7.5 (LGPL) )
690c690
< #1 (q_test.css): features: 130178, hits: 5010, prob: 1.00e+00, pR:  10.65 
---
> #1 (q_test.css): features: 130178, hits: 5010, prob: 1.00e-00, pR:  10.65 
696c696
< #0 (i_test.css): features: 140946, hits: 4571, prob: 1.00e+00, pR:  10.40 
---
> #0 (i_test.css): features: 140946, hits: 4571, prob: 1.00e-00, pR:  10.40 
834,835c834,835
< CLASSIFY fails; success probability: 0.0307  pR: -14.9943
< Best match to file #1 (q_test.css) prob: 0.9693  pR: 14.9943  
---
> CLASSIFY fails; success probability: 0.0413  pR: -13.6550
> Best match to file #1 (q_test.css) prob: 0.9587  pR: 13.6550  
837,838c837,838
< #0 (i_test.css): features: 29641, hits: 6, radiance: 1.21e-03, prob: 3.07e-02, pR: -14.99 
< #1 (q_test.css): features: 26746, hits: 32, radiance: 3.83e-02, prob: 9.69e-01, pR:  14.99 
---
> #0 (i_test.css): features: 29641, hits: 7, radiance: 1.65e-03, prob: 4.13e-02, pR: -13.66 
> #1 (q_test.css): features: 26746, hits: 32, radiance: 3.83e-02, prob: 9.59e-01, pR:  13.66 
841,842c841,842
< CLASSIFY succeeds; success probability: 0.9883  pR: 19.2673
< Best match to file #0 (i_test.css) prob: 0.9883  pR: 19.2673  
---
> CLASSIFY succeeds; success probability: 0.9944  pR: 22.4844
> Best match to file #0 (i_test.css) prob: 0.9944  pR: 22.4844  
844,845c844,845
< #0 (i_test.css): features: 29641, hits: 29, radiance: 2.84e-02, prob: 9.88e-01, pR:  19.27 
< #1 (q_test.css): features: 26746, hits: 3, radiance: 3.36e-04, prob: 1.17e-02, pR: -19.27 
---
> #0 (i_test.css): features: 29641, hits: 28, radiance: 2.65e-02, prob: 9.94e-01, pR:  22.48 
> #1 (q_test.css): features: 26746, hits: 2, radiance: 1.49e-04, prob: 5.61e-03, pR: -22.48 
866,867c866,867
< CLASSIFY fails; success probability: 0.0000  pR: -5.9890
< Best match to file #1 (q_test.css) prob: 1.0000  pR: 5.9890  
---
> CLASSIFY fails; success probability: 0.0000  pR: -6.0157
> Best match to file #1 (q_test.css) prob: 1.0000  pR: 6.0157  
869,870c869,870
< #0 (i_test.css): features: 425488 (6%), entropy: 374.103126, jumps: 20, prob: 1.03e-06, pR:  -5.99 
< #1 (q_test.css): features: 533520 (6%), entropy: 229.415086, jumps: 7, prob: 1.00e+00, pR:   5.99 
---
> #0 (i_test.css): features: 425488 (6%), entropy: 374.085454, jumps: 20, prob: 9.65e-07, pR:  -6.02 
> #1 (q_test.css): features: 533520 (6%), entropy: 228.753525, jumps: 7, prob: 1.00e-00, pR:   6.02 
873,874c873,874
< CLASSIFY succeeds; success probability: 1.0000  pR: 4.8355
< Best match to file #0 (i_test.css) prob: 1.0000  pR: 4.8355  
---
> CLASSIFY succeeds; success probability: 1.0000  pR: 4.8441
> Best match to file #0 (i_test.css) prob: 1.0000  pR: 4.8441  
876,877c876,877
< #0 (i_test.css): features: 425488 (6%), entropy: 141.372546, jumps: 4, prob: 1.00e+00, pR:   4.84 
< #1 (q_test.css): features: 533520 (6%), entropy: 258.192788, jumps: 14, prob: 1.46e-05, pR:  -4.84 
---
> #0 (i_test.css): features: 425488 (6%), entropy: 141.372546, jumps: 4, prob: 1.00e-00, pR:   4.84 
> #1 (q_test.css): features: 533520 (6%), entropy: 258.401520, jumps: 14, prob: 1.43e-05, pR:  -4.84 
882,883c882,883
< CLASSIFY fails; success probability: 0.0000  pR: -6.3888
< Best match to file #1 (q_test.css) prob: 1.0000  pR: 6.3888  
---
> CLASSIFY fails; success probability: 0.0000  pR: -6.3474
> Best match to file #1 (q_test.css) prob: 1.0000  pR: 6.3474  
885,886c885,886
< #0 (i_test.css): features: 425488 (100%), entropy: 459.942001, jumps: 26, prob: 4.08e-07, pR:  -6.39 
< #1 (q_test.css): features: 533520 (100%), entropy: 305.595264, jumps: 9, prob: 1.00e+00, pR:   6.39 
---
> #0 (i_test.css): features: 425488 (100%), entropy: 459.942001, jumps: 26, prob: 4.49e-07, pR:  -6.35 
> #1 (q_test.css): features: 533520 (100%), entropy: 306.595264, jumps: 9, prob: 1.00e-00, pR:   6.35 
892c892
< #0 (i_test.css): features: 425488 (100%), entropy: 231.058285, jumps: 7, prob: 1.00e+00, pR:   6.51 
---
> #0 (i_test.css): features: 425488 (100%), entropy: 231.058285, jumps: 7, prob: 1.00e-00, pR:   6.51 
914,915c914,915
< CLASSIFY succeeds; success probability: 0.8868  pR: 8.9402
< Best match to file #0 (i_test.css) prob: 0.8868  pR: 8.9402  
---
> CLASSIFY succeeds; success probability: 0.8842  pR: 8.8301
> Best match to file #0 (i_test.css) prob: 0.8842  pR: 8.8301  
917,918c917,918
< #0 (i_test.css): documents: 300, features: 7464,  prob: 8.87e-01, pR:   8.94 
< #1 (q_test.css): documents: 175, features: 6095,  prob: 1.13e-01, pR:  -8.94 
---
> #0 (i_test.css): documents: 300, features: 7464,  prob: 8.84e-01, pR:   8.83 
> #1 (q_test.css): documents: 175, features: 6095,  prob: 1.16e-01, pR:  -8.83 
921,922c921,922
< CLASSIFY succeeds; success probability: 0.9951  pR: 23.0417
< Best match to file #0 (i_test.css) prob: 0.9951  pR: 23.0417  
---
> CLASSIFY succeeds; success probability: 0.9951  pR: 23.0955
> Best match to file #0 (i_test.css) prob: 0.9951  pR: 23.0955  
924,925c924,925
< #0 (i_test.css): documents: 300, features: 7464,  prob: 9.95e-01, pR:  23.04 
< #1 (q_test.css): documents: 175, features: 6095,  prob: 4.94e-03, pR: -23.04 
---
> #0 (i_test.css): documents: 300, features: 7464,  prob: 9.95e-01, pR:  23.10 
> #1 (q_test.css): documents: 175, features: 6095,  prob: 4.88e-03, pR: -23.10 
930,931c930,931
< CLASSIFY succeeds; success probability: 0.8724  pR: 8.3472
< Best match to file #0 (i_test.css) prob: 0.8724  pR: 8.3472  
---
> CLASSIFY succeeds; success probability: 0.8725  pR: 8.3526
> Best match to file #0 (i_test.css) prob: 0.8725  pR: 8.3526  
933,934c933,934
< #0 (i_test.css): documents: 300, features: 34780,  prob: 8.72e-01, pR:   8.35 
< #1 (q_test.css): documents: 175, features: 31487,  prob: 1.28e-01, pR:  -8.35 
---
> #0 (i_test.css): documents: 300, features: 34780,  prob: 8.73e-01, pR:   8.35 
> #1 (q_test.css): documents: 175, features: 31487,  prob: 1.27e-01, pR:  -8.35 
937,938c937,938
< CLASSIFY succeeds; success probability: 0.9675  pR: 14.7373
< Best match to file #0 (i_test.css) prob: 0.9675  pR: 14.7373  
---
> CLASSIFY succeeds; success probability: 0.9675  pR: 14.7366
> Best match to file #0 (i_test.css) prob: 0.9675  pR: 14.7366  
962,963c962,963
< CLASSIFY succeeds; success probability: 0.8873  pR: 8.9604
< Best match to file #0 (i_test.css) prob: 0.8873  pR: 8.9604  
---
> CLASSIFY succeeds; success probability: 0.8876  pR: 8.9746
> Best match to file #0 (i_test.css) prob: 0.8876  pR: 8.9746  
965,966c965,966
< #0 (i_test.css):documents: 300, features: 42397,  prob: 8.87e-01, pR:   8.96 
< #1 (q_test.css):documents: 175, features: 36769,  prob: 1.13e-01, pR:  -8.96 
---
> #0 (i_test.css):documents: 300, features: 42397,  prob: 8.88e-01, pR:   8.97 
> #1 (q_test.css):documents: 175, features: 36769,  prob: 1.12e-01, pR:  -8.97 
969,970c969,970
< CLASSIFY succeeds; success probability: 0.9859  pR: 18.4550
< Best match to file #0 (i_test.css) prob: 0.9859  pR: 18.4550  
---
> CLASSIFY succeeds; success probability: 0.9859  pR: 18.4489
> Best match to file #0 (i_test.css) prob: 0.9859  pR: 18.4489  
972,973c972,973
< #0 (i_test.css):documents: 300, features: 42397,  prob: 9.86e-01, pR:  18.46 
< #1 (q_test.css):documents: 175, features: 36769,  prob: 1.41e-02, pR: -18.46 
---
> #0 (i_test.css):documents: 300, features: 42397,  prob: 9.86e-01, pR:  18.45 
> #1 (q_test.css):documents: 175, features: 36769,  prob: 1.41e-02, pR: -18.45 
988c988
< #0 (INTRO.txt): features: 53186, L1: 593131 L2: 3238253 L3: 344785845, l4: 52869796589 prob: 1.00e+00, pR:   4.34 
---
> #0 (INTRO.txt): features: 53186, L1: 593131 L2: 3238253 L3: 344785845, l4: 52869796589 prob: 1.00e-00, pR:   4.34 


----------------------------

make megatest (Ger H crm114-20080502-BlameJason-Ger-2423)

Running the regression test:
(cd src && make  megatest);
make[1]: Entering directory `/home/tsp/programs/crm114/crm114-20080502-BlameJason/src'

   This runs a moderately interesting set of base tests
   to exercise much of CRM114 under TRE.  This takes about
   1 minute to run on a 1.6 GHz Pentium-M laptop.  Please
   be patient; you (hopefully) won't see anything till the
   full set of tests complete.  If you didn't use TRE, all
   bets are off.

   Lines of output that start with OK_IF_mumble are allowed
   to change values.  No other lines should.  If other lines
   do change, either your kit isn't quite right or your
   install is broken (or you've found a bug).

( if [ ! -e ./inserttest_a.crm      ] ; then cp ./*.crm ./           ; fi )
( if [ ! -e ./rewrites.mfp          ] ; then cp ./*.mfp ./           ; fi )
( if [ ! -e ./blacklist.mfp.example ] ; then cp ./*.example ./       ; fi )
./megatest.sh 2 > megatest_test.log 2>&1
==============================================================
=================== MEGATEST DIFF REPORT =====================
===================      (unified)       =====================
==============================================================
/usr/bin/diff -u -EbwBd --strip-trailing-cr ./megatest_knowngood.log megatest_test.log & sleep 1
--- ./megatest_knowngood.log	2008-05-02 21:01:40.000000000 +0200
+++ megatest_test.log	2008-08-10 12:39:20.000000000 +0200
@@ -1,7 +1,19 @@
- This is CRM114, version 20080502-BlameJason (TRE 0.7.5 (LGPL))
- Copyright 2001-2006 William S. Yerazunis
+ This is CRM114, version 20080502-BlameJason, rev 2908 (TRE 0.7.5 (LGPL)) (OS: linux-gnu)
+ Copyright 2001-2008 William S. Yerazunis
  This software is licensed under the GPL with ABSOLUTELY NO WARRANTY
 
+Classifiers included in this build:
+  all of 'em
+
+Extra features:
+  Developer Assertions are:
+    - included
+    - UNTRAPPABLE
+    - '-Cdbg' will cause a memory access violation in a last ditch
+      effort to trigger your debugger
+ 
+***** checking CRM language features
+
  CRM114 testing brackets, escapes and #'s 
 
  If you don't see any compiler error messages, that means the test passed. 
@@ -19,18 +31,20 @@
  
  --- the next thing you see SHOULD be an error "unable to read-open"--- 
  Caught the error  - fault text was 
-./crm114: *ERROR* 
- For some reason, I was unable to read-open the file named  zoob.zipulrlfjf
+crm114: *ERROR*
+For some reason, I was unable to read-open the file named 'zoob.zipulrlfjf' (expanded from 'zoob.zipulrlfjf'): error = 2(No such file or directory)
  Sorry, but this program is very sick and probably should be killed off.
-This happened at line 19 of file fataltraptest.crm
-(runtime system location: crm_expr_file_io.c(151) in routine: crm_expr_input)
+This happened at line 19 of file fataltraptest.crm:
+    input [zoob.zipulrlfjf] (:hi:)
+(runtime system location: crm_expr_file_io.c(217) in routine: crm_expr_input)
   --- and again, the next thing you see SHOULD be an error "unable to write-open"--- 
  Caught the error  - fault text was 
-./crm114: *ERROR* 
+crm114: *ERROR*
  For some reason, I was unable to write-open the file named /No/Such/Directory/frotz.mumble
  Sorry, but this program is very sick and probably should be killed off.
-This happened at line 29 of file fataltraptest.crm
-(runtime system location: crm_expr_file_io.c(345) in routine: crm_expr_output)
+This happened at line 30 of file fataltraptest.crm:
+    output [/No/Such/Directory/frotz.mumble] /:hi:/  # This is correct code; should give the I/O error as expected
+(runtime system location: crm_expr_file_io.c(593) in routine: crm_expr_output)
  
 
 Start of insert processor testing 
@@ -112,11 +126,12 @@
   The next stmt --- SHOULD--- get an error message! 
  Caught the error, fault text was: 
 
-./crm114: *WARNING* 
+crm114: *WARNING*
  This program specifies an 'absent' match, and also tries to bind variables that, by the above, aren't matched!   We'll ignore these variable bindings for now.
 I'll try to keep working.
-This happened at line 292 of file matchtest.crm
-(runtime system location: crm_expr_match.c(479) in routine: crm_expr_match)
+This happened at line 292 of file matchtest.crm:
+    match <absent> (:incognita:) /nothinjkljiejfksn;s94jf94msks/
+(runtime system location: crm_expr_match.c(487) in routine: crm_expr_match)
 
 
 ------------------END OF TESTING----------------------
@@ -205,8 +220,8 @@
  ----- keeping a process around ----  
 
  preparing... 
- OK_IF_PID_CHANGES: one... MINION PROC PID: 5834 from-pipe: 6 to-pipe: 5
- OK_IF_PID_SAME_AS_ABOVE: again... MINION PROC PID: 5834 from-pipe: 6 to-pipe: 5
+ OK_IF_PID_CHANGES: one... MINION PROC PID: 2021 from-pipe: 5 to-pipe: 4
+ OK_IF_PID_SAME_AS_ABOVE: again... MINION PROC PID: 2021 from-pipe: 5 to-pipe: 4
  and done ...DEAD MINION, EXIT CODE: 0 
 exit value test got DEAD MINION, EXIT CODE: 123
  CRM114: Testing union and intersection 
@@ -458,11 +473,12 @@
    with a large string of Z's. 
 We should get an error here, due to the (intentional!) loop
 
-./crm114: *WARNING* 
+crm114: *WARNING*
  The variable you're attempting to EVAL seems to eval infinitely, and hence I cannot compute it.  I did try a lot, though.  I got this far before I gave up:  :*:a:ZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZ!
 ZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZ(...truncated)
 I'll try to keep working.
-This happened at line 15 of file eval_infiniteloop.crm
-(runtime system location: crm_expr_alter.c(141) function crm_expr_eval)
+This happened at line 15 of file eval_infiniteloop.crm:
+    eval (:b:) /:*:a:/
+(runtime system location: crm_expr_alter.c(136) in routine: crm_expr_eval)
 Original:    The quick brown fox jumped over the lazy dog's back
 delete file then append:     alpha bravo charlie 
 prior file, no append:    The quick brown fox jumped over the lazy dog's back
@@ -543,37 +559,37 @@
 error out, the test is passed. (we allocate about 80 megs, 
 well past the window size, but in small (400K) chunks that
 alternately are allocated and become reclaimable) 
-OK_IF_SIZE_CHANGES: Size of isolation at start: 2099029
-Bytes used per pass: 2097150
+OK_IF_SIZE_CHANGES: Size of isolation at start: 2072508
+Bytes used per pass: 2070606
 Passes done: 100 
-Total flux through isolation:  419430000
-OK_IF_SIZE_CHANGES: Final isolation size: 2099046 
+Total flux through isolation:  414121200
+OK_IF_SIZE_CHANGES: Final isolation size: 2072525 
 OK_IF_LESS_THAN_100: Total growth: 17
 
 Match-Isolate reclamation test.  If this program doesn't 
 error out, the test is passed. (we allocate about 80 megs, 
 well past the window size, but in small (400K) chunks that
 alternately are allocated and become reclaimable) 
-OK_IF_SIZE_CHANGES: Size of isolation at start: 2101511
-Bytes used per pass: 2097150
+OK_IF_SIZE_CHANGES: Size of isolation at start: 2074990
+Bytes used per pass: 2070606
 Passes done: 10 
-Total flux through isolation:  41943000
-OK_IF_SIZE_CHANGES: Final isolation size: 2101526 
+Total flux through isolation:  41412120
+OK_IF_SIZE_CHANGES: Final isolation size: 2075005 
 OK_IF_LESS_THAN_10: Total growth: 15
-Bytes used per pass: 2097150
+Bytes used per pass: 2070606
 Passes done: 20 
-Total flux through isolation:  83886000
-OK_IF_SIZE_CHANGES: Final isolation size: 2101532 
+Total flux through isolation:  82824240
+OK_IF_SIZE_CHANGES: Final isolation size: 2075011 
 OK_IF_LESS_THAN_20: Total growth: 21
-Bytes used per pass: 2097150
+Bytes used per pass: 2070606
 Passes done: 30 
-Total flux through isolation:  125829000
-OK_IF_SIZE_CHANGES: Final isolation size: 2101533 
+Total flux through isolation:  124236360
+OK_IF_SIZE_CHANGES: Final isolation size: 2075012 
 OK_IF_LESS_THAN_30: Total growth: 22
-Bytes used per pass: 2097150
+Bytes used per pass: 2070606
 Passes done: 40 
-Total flux through isolation:  167772000
-OK_IF_SIZE_CHANGES: Final isolation size: 2101533 
+Total flux through isolation:  165648480
+OK_IF_SIZE_CHANGES: Final isolation size: 2075012 
 OK_IF_LESS_THAN_40: Total growth: 22
 Starting 
 
@@ -679,29 +695,37 @@
 one two three
  
 ***** checking return and exit codes 
+ 
+***** checking return and exit codes 
  Status: DEAD MINION, EXIT CODE: 123 
 
 ***** check that failed syscalls will code right
+
+***** check that failed syscalls will code right
  Status: DEAD MINION, EXIT CODE: 127 
 result -->you hit the jackpot<--->and that's good<--->:frobotz:<--- 
 
  ****  Default (SBPH Markovian) classifier 
+
+ ****  Default (SBPH Markovian) classifier 
  type Q 
 CLASSIFY fails; success probability: 0.0000  pR: -10.6507
 Best match to file #1 (q_test.css) prob: 1.0000  pR: 10.6507  
 Total features in input file: 176
 #0 (i_test.css): features: 140946, hits: 693, prob: 2.24e-11, pR: -10.65 
-#1 (q_test.css): features: 133586, hits: 5022, prob: 1.00e+00, pR:  10.65 
+#1 (q_test.css): features: 133586, hits: 5022, prob: 1.00e-00, pR:  10.65
 
  type I 
 CLASSIFY succeeds; success probability: 1.0000  pR: 10.2820
 Best match to file #0 (i_test.css) prob: 1.0000  pR: 10.2820  
 Total features in input file: 160
-#0 (i_test.css): features: 140946, hits: 4571, prob: 1.00e+00, pR:  10.28 
+#0 (i_test.css): features: 140946, hits: 4571, prob: 1.00e-00, pR:  10.28
 #1 (q_test.css): features: 133586, hits: 552, prob: 5.22e-11, pR: -10.28 
 
 
 **** OSB Markovian classifier 
+
+**** OSB Markovian classifier 
  type Q 
 CLASSIFY fails; success probability: 0.0023  pR: -2.6334
 Best match to file #1 (q_test.css) prob: 0.9977  pR: 2.6334  
@@ -718,6 +742,8 @@
 
 
 **** OSB Markov Unique classifier 
+
+**** OSB Markov Unique classifier 
  type Q 
 CLASSIFY fails; success probability: 0.0021  pR: -2.6697
 Best match to file #1 (q_test.css) prob: 0.9979  pR: 2.6697  
@@ -734,6 +760,8 @@
 
 
 **** OSB Markov Chisquared Unique classifier 
+
+**** OSB Markov Chisquared Unique classifier 
  type Q 
 CLASSIFY fails; success probability: 0.0000  pR: -5.7886
 Best match to file #1 (q_test.css) prob: 1.0000  pR: 5.7886  
@@ -750,6 +778,8 @@
 
 
 **** OSBF Local Confidence (Fidelis) classifier 
+
+**** OSBF Local Confidence (Fidelis) classifier 
  type Q 
 CLASSIFY fails; success probability: 0.0752  pR: -1.0897
 Best match to file #1 (q_test.css) prob: 0.9248  pR: 1.0897  
@@ -766,6 +796,8 @@
 
  
 **** OSB Winnow classifier 
+ 
+**** OSB Winnow classifier 
  type Q 
 CLASSIFY fails; success probability: 0.4401  pR: -1.0456
 Best match to file #1 (q_test.css) weight: 50.4736  pR: 1.3486  
@@ -783,6 +815,9 @@
 
 
 **** Now verify that winnow learns affect only the named file (i_test.css)
+
+
+**** Now verify that winnow learns affect only the named file (i_test.css)
  type I 
 CLASSIFY succeeds; success probability: 0.5636  pR: 1.1113
 Best match to file #0 (i_test.css) weight: 46.0636  pR: 1.8624  
@@ -798,8 +833,10 @@
 Best match to file #0 (i_test.css) weight: 46.0636  pR: 1.8624  
 Total features in input file: 40
 #0 (i_test.css): features: 58464.95, unseen: 1.00e+01, weight: 4.61e+01, pR:   1.86 
-#1 (q_test.css): features: 69806.15, unseen: 1.00e+01, weight: 3.53e+01, pR:   0.71 
+#1 (q_test.css): features: 69806.71, unseen: 1.00e+01, weight: 3.53e+01, pR:   0.71
+
 
+**** Unigram Bayesian classifier 
 
 **** Unigram Bayesian classifier 
  type Q 
@@ -818,6 +855,8 @@
 
  
 **** unigram Winnow classifier 
+ 
+**** unigram Winnow classifier 
  type Q 
 CLASSIFY fails; success probability: 0.4734  pR: -0.4634
 Best match to file #1 (q_test.css) weight: 11.8572  pR: 0.3259  
@@ -834,6 +873,8 @@
 
 
 **** OSB Hyperspace classifier 
+
+**** OSB Hyperspace classifier 
  type Q 
 CLASSIFY fails; success probability: 0.0315  pR: -14.8787
 Best match to file #1 (q_test.css) prob: 0.9685  pR: 14.8787  
@@ -850,6 +891,8 @@
 
 
 **** OSB three-letter Hyperspace classifier 
+
+**** OSB three-letter Hyperspace classifier 
  type Q 
 CLASSIFY fails; success probability: 0.1569  pR: -7.3023
 Best match to file #1 (q_test.css) prob: 0.8431  pR: 7.3023  
@@ -866,6 +909,8 @@
 
 
 **** Unigram Hyperspace classifier 
+
+**** Unigram Hyperspace classifier 
  type Q 
 CLASSIFY fails; success probability: 0.3065  pR: -3.5468
 Best match to file #1 (q_test.css) prob: 0.6935  pR: 3.5468  
@@ -882,6 +927,8 @@
 
 
 **** String Hyperspace classifier 
+
+**** String Hyperspace classifier 
  type Q 
 CLASSIFY fails; success probability: 0.0000  pR: -216.3477
 Best match to file #1 (q_test.css) prob: 1.0000  pR: 216.3477  
@@ -898,6 +945,8 @@
 
 
 **** String Unigram Hyperspace classifier 
+
+**** String Unigram Hyperspace classifier 
  type Q 
 CLASSIFY fails; success probability: 0.2962  pR: -3.7579
 Best match to file #1 (q_test.css) prob: 0.7038  pR: 3.7579  
@@ -914,54 +963,118 @@
 
 
 **** Vector 3-word-bag Hyperspace classifier 
+
+**** Vector 3-word-bag Hyperspace classifier 
+
+crm114: *WARNING*
+We'd expected to see another value specified for the VT coefficient matrix value but alas, the script apparently didn't deliver enough for that. Next time, make sure you've got a full custom vector!
+I'll try to keep working.
+This happened at line 2 of file (from command line):
+    learn < hyperspace > (q_test.css) /[[:graph:]]+/ /vector: 3 1 1 1 1 /
+(runtime system location: crm_vector_tokenize.c(1387) in routine: fetch_value)
+
+crm114: *WARNING*
+ There's a boo-boo in the 2nd slash argument where we try to look for the 'vector:...' coefficient matrix collection while configuring VT (Vector Tokenizer) default coefficient matrix and tokenizer setup. 
+I'll try to keep working.
+This happened at line 2 of file (from command line):
+    learn < hyperspace > (q_test.css) /[[:graph:]]+/ /vector: 3 1 1 1 1 /
+(runtime system location: crm_vector_tokenize.c(1728) in routine: config_vt_coeff_matrix_and_tokenizer)
+
+crm114: *WARNING*
+We'd expected to see another value specified for the VT coefficient matrix value but alas, the script apparently didn't deliver enough for that. Next time, make sure you've got a full custom vector!
+I'll try to keep working.
+This happened at line 2 of file (from command line):
+    learn < hyperspace > (i_test.css) /[[:graph:]]+/ /vector: 3 1 1 1 1/
+(runtime system location: crm_vector_tokenize.c(1387) in routine: fetch_value)
+
+crm114: *WARNING*
+ There's a boo-boo in the 2nd slash argument where we try to look for the 'vector:...' coefficient matrix collection while configuring VT (Vector Tokenizer) default coefficient matrix and tokenizer setup. 
+I'll try to keep working.
+This happened at line 2 of file (from command line):
+    learn < hyperspace > (i_test.css) /[[:graph:]]+/ /vector: 3 1 1 1 1/
+(runtime system location: crm_vector_tokenize.c(1728) in routine: config_vt_coeff_matrix_and_tokenizer)
+
+crm114: *WARNING*
+We'd expected to see another value specified for the VT coefficient matrix value but alas, the script apparently didn't deliver enough for that. Next time, make sure you've got a full custom vector!
+I'll try to keep working.
+This happened at line 4 of file (from command line):
+    classify < hyperspace > ( i_test.css | q_test.css ) (:s:)/[[:graph:]]+/ /vector: 3 1 1 1 1  /
+(runtime system location: crm_vector_tokenize.c(1387) in routine: fetch_value)
+
+crm114: *WARNING*
+ There's a boo-boo in the 2nd slash argument where we try to look for the 'vector:...' coefficient matrix collection while configuring VT (Vector Tokenizer) default coefficient matrix and tokenizer setup. 
+I'll try to keep working.
+This happened at line 4 of file (from command line):
+    classify < hyperspace > ( i_test.css | q_test.css ) (:s:)/[[:graph:]]+/ /vector: 3 1 1 1 1  /
+(runtime system location: crm_vector_tokenize.c(1728) in routine: config_vt_coeff_matrix_and_tokenizer)
  type Q 
-CLASSIFY fails; success probability: 0.0000  pR: -217.6877
-Best match to file #1 (q_test.css) prob: 1.0000  pR: 217.6877  
-Total features in input file: 10
-#0 (i_test.css): features: 8809, hits: 0, radiance: 0.00e+00, prob: 1.70e-22, pR: -217.69 
-#1 (q_test.css): features: 8349, hits: 7, radiance: 5.87e-03, prob: 1.00e+00, pR: 217.69 
+CLASSIFY fails; success probability: 0.5000  pR: 0.0000
+Best match to file #0 (i_test.css) prob: 0.5000  pR: 0.0000  
+Total features in input file: -1
+#0 (i_test.css): features: 0, hits: 0, radiance: 0.00e+00, prob: 5.00e-01, pR:   0.00
+#1 (q_test.css): features: 0, hits: 0, radiance: 0.00e+00, prob: 5.00e-01, pR:   0.00
 
- type I 
-CLASSIFY succeeds; success probability: 1.0000  pR: 217.4552
-Best match to file #0 (i_test.css) prob: 1.0000  pR: 217.4552  
-Total features in input file: 9
-#0 (i_test.css): features: 8809, hits: 7, radiance: 5.57e-03, prob: 1.00e+00, pR: 217.46 
-#1 (q_test.css): features: 8349, hits: 0, radiance: 0.00e+00, prob: 1.80e-22, pR: -217.46 
+
+crm114: *WARNING*
+We'd expected to see another value specified for the VT coefficient matrix value but alas, the script apparently didn't deliver enough for that. Next time, make sure you've got a full custom vector!
+I'll try to keep working.
+This happened at line 4 of file (from command line):
+    classify <hyperspace > ( i_test.css | q_test.css ) (:s:) /[[:graph:]]+/ /vector: 3 1 1 1 1 /
+(runtime system location: crm_vector_tokenize.c(1387) in routine: fetch_value)
+
+crm114: *WARNING*
+ There's a boo-boo in the 2nd slash argument where we try to look for the 'vector:...' coefficient matrix collection while configuring VT (Vector Tokenizer) default coefficient matrix and tokenizer setup. 
+I'll try to keep working.
+This happened at line 4 of file (from command line):
+    classify <hyperspace > ( i_test.css | q_test.css ) (:s:) /[[:graph:]]+/ /vector: 3 1 1 1 1 /
+(runtime system location: crm_vector_tokenize.c(1728) in routine: config_vt_coeff_matrix_and_tokenizer)
+ type Q 
+CLASSIFY fails; success probability: 0.5000  pR: 0.0000
+Best match to file #0 (i_test.css) prob: 0.5000  pR: 0.0000  
+Total features in input file: -1
+#0 (i_test.css): features: 0, hits: 0, radiance: 0.00e+00, prob: 5.00e-01, pR:   0.00
+#1 (q_test.css): features: 0, hits: 0, radiance: 0.00e+00, prob: 5.00e-01, pR:   0.00
 
 
 **** Bit-Entropy classifier 
+
+**** Bit-Entropy classifier 
  type Q 
-CLASSIFY fails; success probability: 0.0000  pR: -6.5985
-Best match to file #1 (q_test.css) prob: 1.0000  pR: 6.5985  
+CLASSIFY fails; success probability: 0.0000  pR: -5.3784
+Best match to file #1 (q_test.css) prob: 1.0000  pR: 5.3784
 Total features in input file: 552
-#0 (i_test.css): features: 425488 (5%), entropy: 384.969632, jumps: 23, prob: 2.52e-07, pR:  -6.60 
-#1 (q_test.css): features: 552504 (5%), entropy: 225.556532, jumps: 7, prob: 1.00e+00, pR:   6.60 
+#0 (i_test.css): features: 425488 (5%), entropy: 365.245113, jumps: 21, prob: 4.18e-06, pR:  -5.38
+#1 (q_test.css): features: 552504 (5%), entropy: 235.307962, jumps: 8, prob: 1.00e-00, pR:   5.38
 
  type I 
-CLASSIFY succeeds; success probability: 1.0000  pR: 5.3230
-Best match to file #0 (i_test.css) prob: 1.0000  pR: 5.3230  
+CLASSIFY succeeds; success probability: 1.0000  pR: 4.9105
+Best match to file #0 (i_test.css) prob: 1.0000  pR: 4.9105
 Total features in input file: 408
-#0 (i_test.css): features: 425488 (5%), entropy: 138.295562, jumps: 4, prob: 1.00e+00, pR:   5.32 
-#1 (q_test.css): features: 552504 (5%), entropy: 266.892513, jumps: 17, prob: 4.75e-06, pR:  -5.32 
+#0 (i_test.css): features: 425488 (5%), entropy: 138.295563, jumps: 4, prob: 1.00e-00, pR:   4.91
+#1 (q_test.css): features: 552504 (5%), entropy: 256.926733, jumps: 16, prob: 1.23e-05, pR:  -4.91
 
 
 **** Bit-Entropy Toroid classifier 
+
+**** Bit-Entropy Toroid classifier 
  type Q 
-CLASSIFY fails; success probability: 0.0000  pR: -6.5308
-Best match to file #1 (q_test.css) prob: 1.0000  pR: 6.5308  
+CLASSIFY fails; success probability: 0.0000  pR: -8.6215
+Best match to file #1 (q_test.css) prob: 1.0000  pR: 8.6215
 Total features in input file: 552
-#0 (i_test.css): features: 425488 (100%), entropy: 459.942001, jumps: 26, prob: 2.95e-07, pR:  -6.53 
-#1 (q_test.css): features: 552504 (100%), entropy: 302.166313, jumps: 10, prob: 1.00e+00, pR:   6.53 
+#0 (i_test.css): features: 425488 (100%), entropy: 519.417393, jumps: 33, prob: 2.39e-09, pR:  -8.62
+#1 (q_test.css): features: 552504 (100%), entropy: 311.132100, jumps: 11, prob: 1.00e-00, pR:   8.62
 
  type I 
-CLASSIFY succeeds; success probability: 1.0000  pR: 6.0927
-Best match to file #0 (i_test.css) prob: 1.0000  pR: 6.0927  
+CLASSIFY succeeds; success probability: 1.0000  pR: 5.6187
+Best match to file #0 (i_test.css) prob: 1.0000  pR: 5.6187
 Total features in input file: 408
-#0 (i_test.css): features: 425488 (100%), entropy: 231.058285, jumps: 7, prob: 1.00e+00, pR:   6.09 
-#1 (q_test.css): features: 552504 (100%), entropy: 378.250899, jumps: 21, prob: 8.08e-07, pR:  -6.09 
+#0 (i_test.css): features: 425488 (100%), entropy: 231.058286, jumps: 7, prob: 1.00e-00, pR:   5.62
+#1 (q_test.css): features: 552504 (100%), entropy: 366.798873, jumps: 20, prob: 2.41e-06, pR:  -5.62
 
 
 **** Fast Substring Compression Match Classifier 
+
+**** Fast Substring Compression Match Classifier 
  type Q 
 CLASSIFY fails; success probability: 0.049565  pR: -147.9304
 Best match to file #1 (q_test.css) prob: 0.9504  pR: 147.9304  
@@ -978,209 +1091,164 @@
 
 
 **** Neural Network Classifier 
+
+**** Neural Network Classifier 
  type Q 
-CLASSIFY fails; success probability: 0.241661  pR: -62.5048
-Best match to file #1 (q_test.css) prob: 0.7583  pR: 62.5048  
+CLASSIFY fails; success probability: 0.338256  pR: -6.5569
+Best match to file #1 (q_test.css) prob: 0.6617  pR: 6.5569  
 Total features in input file: 268
-#0 (i_test.css): prob: 2.42e-01, pR: -62.50
-#1 (q_test.css): prob: 7.58e-01, pR:  62.50
+#0 (i_test.css): prob: 3.38e-01, pR:  -6.56
+#1 (q_test.css): prob: 6.62e-01, pR:   6.56
 
  type I 
-CLASSIFY succeeds; success probability: 0.889200  pR: 189.2001
-Best match to file #0 (i_test.css) prob: 0.8892  pR: 189.2001  
+CLASSIFY succeeds; success probability: 0.941100  pR: 241.0995
+Best match to file #0 (i_test.css) prob: 0.9411  pR: 241.0995  
 Total features in input file: 372
-#0 (i_test.css): prob: 8.89e-01, pR: 189.20
-#1 (q_test.css): prob: 1.11e-01, pR: -189.20
+#0 (i_test.css): prob: 9.41e-01, pR: 241.10
+#1 (q_test.css): prob: 5.89e-02, pR: -241.10
+
 
+**** Alternate Neural Network Classifier test script 
  Alternating Example Neural Network Classifier TRAINING 
 
 **** Alternating Example Neural Network Classifier RUNNING TEST
  type Q 
-CLASSIFY fails; success probability: 0.017262  pR: -282.7380
-Best match to file #1 (q_test.css) prob: 0.9827  pR: 282.7380  
+CLASSIFY fails; success probability: 0.018972  pR: -281.0282
+Best match to file #1 (q_test.css) prob: 0.9810  pR: 281.0282  
 Total features in input file: 195
-#0 (i_test.css): prob: 1.73e-02, pR: -282.74
-#1 (q_test.css): prob: 9.83e-01, pR: 282.74
+#0 (i_test.css): prob: 1.90e-02, pR: -281.03
+#1 (q_test.css): prob: 9.81e-01, pR: 281.03
 
  type I 
-CLASSIFY succeeds; success probability: 0.971915  pR: 271.9152
-Best match to file #0 (i_test.css) prob: 0.9719  pR: 271.9152  
+CLASSIFY succeeds; success probability: 0.965700  pR: 265.7001
+Best match to file #0 (i_test.css) prob: 0.9657  pR: 265.7001  
 Total features in input file: 177
-#0 (i_test.css): prob: 9.72e-01, pR: 271.92
-#1 (q_test.css): prob: 2.81e-02, pR: -271.92
+#0 (i_test.css): prob: 9.66e-01, pR: 265.70
+#1 (q_test.css): prob: 3.43e-02, pR: -265.70
 
 
 **** Support Vector Machine (SVM) unigram classifier 
+
+**** Support Vector Machine (SVM) unigram classifier 
  type I 
-CLASSIFY succeeds; success probability: 0.8901  pR: 9.0850
-Best match to file #0 (i_test.css) prob: 0.8901  pR: 9.0850  
+CLASSIFY succeeds; success probability: 0.8872  pR: 8.9571
+Best match to file #0 (i_test.css) prob: 0.8872  pR: 8.9571
 Total features in input file: 11
-#0 (i_test.css): documents: 300, features: 7464,  prob: 8.90e-01, pR:   9.09 
-#1 (q_test.css): documents: 175, features: 6223,  prob: 1.10e-01, pR:  -9.09 
+#0 (i_test.css): documents: 300, features: 7464,  prob: 8.87e-01, pR:   8.96
+#1 (q_test.css): documents: 175, features: 6223,  prob: 1.13e-01, pR:  -8.96
 
  type I 
-CLASSIFY succeeds; success probability: 0.9947  pR: 22.7433
-Best match to file #0 (i_test.css) prob: 0.9947  pR: 22.7433  
+CLASSIFY succeeds; success probability: 0.9947  pR: 22.7512
+Best match to file #0 (i_test.css) prob: 0.9947  pR: 22.7512
 Total features in input file: 10
-#0 (i_test.css): documents: 300, features: 7464,  prob: 9.95e-01, pR:  22.74 
-#1 (q_test.css): documents: 175, features: 6223,  prob: 5.29e-03, pR: -22.74 
+#0 (i_test.css): documents: 300, features: 7464,  prob: 9.95e-01, pR:  22.75
+#1 (q_test.css): documents: 175, features: 6223,  prob: 5.28e-03, pR: -22.75
+
 
+**** Support Vector Machine (SVM) classifier 
 
 **** Support Vector Machine (SVM) classifier 
  type I 
-CLASSIFY succeeds; success probability: 0.8723  pR: 8.3442
-Best match to file #0 (i_test.css) prob: 0.8723  pR: 8.3442  
+CLASSIFY succeeds; success probability: 0.8726  pR: 8.3572
+Best match to file #0 (i_test.css) prob: 0.8726  pR: 8.3572
 Total features in input file: 44
-#0 (i_test.css): documents: 300, features: 34780,  prob: 8.72e-01, pR:   8.34 
-#1 (q_test.css): documents: 175, features: 32300,  prob: 1.28e-01, pR:  -8.34 
+#0 (i_test.css): documents: 300, features: 34780,  prob: 8.73e-01, pR:   8.36
+#1 (q_test.css): documents: 175, features: 32300,  prob: 1.27e-01, pR:  -8.36
 
  type I 
-CLASSIFY succeeds; success probability: 0.9678  pR: 14.7738
-Best match to file #0 (i_test.css) prob: 0.9678  pR: 14.7738  
+CLASSIFY succeeds; success probability: 0.9678  pR: 14.7820
+Best match to file #0 (i_test.css) prob: 0.9678  pR: 14.7820
 Total features in input file: 40
-#0 (i_test.css): documents: 300, features: 34780,  prob: 9.68e-01, pR:  14.77 
-#1 (q_test.css): documents: 175, features: 32300,  prob: 3.22e-02, pR: -14.77 
+#0 (i_test.css): documents: 300, features: 34780,  prob: 9.68e-01, pR:  14.78
+#1 (q_test.css): documents: 175, features: 32300,  prob: 3.22e-02, pR: -14.78
 
 
 **** String Kernel SVM (SKS) classifier 
+
+**** String Kernel SVM (SKS) classifier 
  type I 
-CLASSIFY succeeds; success probability: 0.8755  pR: 8.4725
-Best match to file #0 (i_test.css) prob: 0.8755  pR: 8.4725  
+CLASSIFY succeeds; success probability: 0.8756  pR: 8.4734
+Best match to file #0 (i_test.css) prob: 0.8756  pR: 8.4734
 Total features in input file: 69
 #0 (i_test.css):documents: 300, features: 52237,  prob: 8.76e-01, pR:   8.47 
 #1 (q_test.css):documents: 175, features: 68204,  prob: 1.24e-01, pR:  -8.47 
 
  type I 
-CLASSIFY succeeds; success probability: 0.9834  pR: 17.7226
-Best match to file #0 (i_test.css) prob: 0.9834  pR: 17.7226  
+CLASSIFY succeeds; success probability: 0.9834  pR: 17.7222
+Best match to file #0 (i_test.css) prob: 0.9834  pR: 17.7222
 Total features in input file: 51
 #0 (i_test.css):documents: 300, features: 52237,  prob: 9.83e-01, pR:  17.72 
 #1 (q_test.css):documents: 175, features: 68204,  prob: 1.66e-02, pR: -17.72 
 
 
 **** String Kernel SVM (SKS) Unique classifier 
+
+**** String Kernel SVM (SKS) Unique classifier 
  type I 
-CLASSIFY succeeds; success probability: 0.8890  pR: 9.0370
-Best match to file #0 (i_test.css) prob: 0.8890  pR: 9.0370  
+CLASSIFY succeeds; success probability: 0.8889  pR: 9.0317
+Best match to file #0 (i_test.css) prob: 0.8889  pR: 9.0317
 Total features in input file: 68
-#0 (i_test.css):documents: 300, features: 42397,  prob: 8.89e-01, pR:   9.04 
-#1 (q_test.css):documents: 175, features: 37599,  prob: 1.11e-01, pR:  -9.04 
+#0 (i_test.css): documents: 300, features: 42397,  prob: 8.89e-01, pR:   9.03
+#1 (q_test.css): documents: 175, features: 37599,  prob: 1.11e-01, pR:  -9.03
 
  type I 
-CLASSIFY succeeds; success probability: 0.9848  pR: 18.1080
-Best match to file #0 (i_test.css) prob: 0.9848  pR: 18.1080  
+CLASSIFY succeeds; success probability: 0.9848  pR: 18.1012
+Best match to file #0 (i_test.css) prob: 0.9848  pR: 18.1012
 Total features in input file: 49
-#0 (i_test.css):documents: 300, features: 42397,  prob: 9.85e-01, pR:  18.11 
-#1 (q_test.css):documents: 175, features: 37599,  prob: 1.52e-02, pR: -18.11 
+#0 (i_test.css): documents: 300, features: 42397,  prob: 9.85e-01, pR:  18.10
+#1 (q_test.css): documents: 175, features: 37599,  prob: 1.52e-02, pR: -18.10
 
 
 **** Bytewise Correlation classifier 
+
+**** Bytewise Correlation classifier 
  type Q 
 CLASSIFY fails; success probability: 0.0093  pR: -2.0254
-Best match to file #1 (QUICKREF.txt) prob: 0.9907  pR: 2.0254  
+Best match to file #1 (QUICKREF_mt_ng_reference_1.input) prob: 0.9907  pR: 2.0254
 Total features in input file: 69063
-#0 (INTRO.txt): features: 53186, L1: 219063 L2: 325594 L3: 585264, l4: 1747198 prob: 9.34e-03, pR:  -2.03 
-#1 (QUICKREF.txt): features: 69063, L1: 385852 L2: 599956 L3: 6579582, l4: 326320000 prob: 9.91e-01, pR:   2.03 
+#0 (INTRO_mt_ng_reference_2.input): features: 53186, L1: 219063 L2: 325594 L3: 585264, L4: 1747198 prob: 9.34e-03, pR:  -2.03
+#1 (QUICKREF_mt_ng_reference_1.input): features: 69063, L1: 385852 L2: 599956 L3: 6579582, L4: 326320000 prob: 9.91e-01, pR:   2.03
 
  type I 
 CLASSIFY succeeds; success probability: 1.0000  pR: 4.3436
-Best match to file #0 (INTRO.txt) prob: 1.0000  pR: 4.3436  
+Best match to file #0 (INTRO_mt_ng_reference_2.input) prob: 1.0000  pR: 4.3436
 Total features in input file: 53186
-#0 (INTRO.txt): features: 53186, L1: 593131 L2: 3238253 L3: 344785845, l4: 52869796589 prob: 1.00e+00, pR:   4.34 
-#1 (QUICKREF.txt): features: 69063, L1: 1060543 L2: 1359260 L3: 1991862, l4: 4285688 prob: 4.53e-05, pR:  -4.34 
+#0 (INTRO_mt_ng_reference_2.input): features: 53186, L1: 593131 L2: 3238253 L3: 344785845, L4: 52869796589 prob: 1.00e-00, pR:   4.34
+#1 (QUICKREF_mt_ng_reference_1.input): features: 69063, L1: 1060543 L2: 1359260 L3: 1991862, L4: 4285688 prob: 4.53e-05, pR:  -4.34
 
 
 **** Clump / Pmulc Test 
-...............................................................Likely result: 
-PMULC succeeds; success probabilty: 1.0000 pR: 61.5681
-Best match to clump #8 (clump_#8) prob: 1.0000  pR: 61.5681
-Closest document: #46 (document_#46) affinity: 0.8233
+
+**** Clump / Pmulc Test 
+
+crm114: *UNTRAPPABLE ERROR*
+ Cannot allocate distance matrix M[] (C) Stick a fork in us; we're _done_.
+Sorry, but this program is very sick and probably should be killed off.
+This happened at line 3 of file (from command line):
+    clump <bychunk> [:one_paragraph:] (i_test.css) /[[:graph:]]+/
+(runtime system location: crm_expr_clump.c(782) in routine: thresholding_average_cluster)
+
+crm114: *UNTRAPPABLE ERROR*
+
+Better start screaming, guv', since the software's just gone critical:
+assertion '!(scale <= 1.19209290e-7F && scale >= -1.19209290e-7F)' failed!
+Sorry, but this program is very sick and probably should be killed off.
+This happened at line 3 of file (from command line):
+    clump [:one_paragraph:] <bychunk> (i_test.css) /[[:graph:]]+/
+(runtime system location: crm_expr_clump.c(841) in routine: thresholding_average_cluster)
+ Unsure result 
+PMULC fails; success probability: 0.0000 pR: 0.0000
+Best match to clump #1 (clump_#1) prob: 0.0000  pR: 0.0000
+Closest document: #-1 (document_#-1) affinity: -1.0000
 Total features in input file: 259
-1: (clump_#1): documents: 4  affinity: 0.1529  prob: 0.0000  pR: -70.0000
-2: (clump_#2): documents: 2  affinity: 0.0942  prob: 0.0000  pR: -70.0000
-3: (clump_#3): documents: 49  affinity: 0.1234  prob: 0.0000  pR: -70.0000
-4: (clump_#4): documents: 3  affinity: 0.1136  prob: 0.0000  pR: -70.0000
-5: (clump_#5): documents: 1  affinity: 0.1408  prob: 0.0000  pR: -70.0000
-6: (clump_#6): documents: 1  affinity: 0.1379  prob: 0.0000  pR: -70.0000
-7: (clump_#7): documents: 1  affinity: 0.0991  prob: 0.0000  pR: -70.0000
-8: (clump_#8): documents: 2  affinity: 0.5186  prob: 1.0000  pR: 61.5681
 
-Likely result: 
-PMULC succeeds; success probabilty: 1.0000 pR: 59.1777
-Best match to clump #2 (clump_#2) prob: 1.0000  pR: 59.1777
-Closest document: #1 (document_#1) affinity: 0.7596
+ Unsure result 
+PMULC fails; success probability: 0.0000 pR: 0.0000
+Best match to clump #1 (clump_#1) prob: 0.0000  pR: 0.0000
+Closest document: #-1 (document_#-1) affinity: -1.0000
 Total features in input file: 223
-1: (clump_#1): documents: 4  affinity: 0.1356  prob: 0.0000  pR: -70.0000
-2: (clump_#2): documents: 2  affinity: 0.4753  prob: 1.0000  pR: 59.1777
-3: (clump_#3): documents: 49  affinity: 0.1422  prob: 0.0000  pR: -70.0000
-4: (clump_#4): documents: 3  affinity: 0.1230  prob: 0.0000  pR: -70.0000
-5: (clump_#5): documents: 1  affinity: 0.1208  prob: 0.0000  pR: -70.0000
-6: (clump_#6): documents: 1  affinity: 0.1421  prob: 0.0000  pR: -70.0000
-7: (clump_#7): documents: 1  affinity: 0.1173  prob: 0.0000  pR: -70.0000
-8: (clump_#8): documents: 2  affinity: 0.0928  prob: 0.0000  pR: -70.0000
 
 Likely result: 
-0 (document_#0) clump: 1 (clump_#1) affinity: 0.1439
-1 (document_#1) clump: 2 (clump_#2) affinity: 0.0887
-2 (document_#2) clump: 3 (clump_#3) affinity: 0.1784
-3 (document_#3) clump: 4 (clump_#4) affinity: 0.1651
-4 (document_#4) clump: 4 (clump_#4) affinity: 0.1949
-5 (document_#5) clump: 4 (clump_#4) affinity: 0.2162
-6 (document_#6) clump: 3 (clump_#3) affinity: 0.1953
-7 (document_#7) clump: 1 (clump_#1) affinity: 0.1418
-8 (document_#8) clump: 1 (clump_#1) affinity: 0.1535
-9 (document_#9) clump: 1 (clump_#1) affinity: 0.1432
-10 (document_#10) clump: 3 (clump_#3) affinity: 0.1790
-11 (document_#11) clump: 3 (clump_#3) affinity: 0.1883
-12 (document_#12) clump: 3 (clump_#3) affinity: 0.2052
-13 (document_#13) clump: 3 (clump_#3) affinity: 0.1841
-14 (document_#14) clump: 3 (clump_#3) affinity: 0.2289
-15 (document_#15) clump: 3 (clump_#3) affinity: 0.1805
-16 (document_#16) clump: 3 (clump_#3) affinity: 0.1776
-17 (document_#17) clump: 3 (clump_#3) affinity: 0.1966
-18 (document_#18) clump: 2 (clump_#2) affinity: 0.0887
-19 (document_#19) clump: 3 (clump_#3) affinity: 0.1803
-20 (document_#20) clump: 3 (clump_#3) affinity: 0.2188
-21 (document_#21) clump: 3 (clump_#3) affinity: 0.2216
-22 (document_#22) clump: 3 (clump_#3) affinity: 0.2264
-23 (document_#23) clump: 3 (clump_#3) affinity: 0.1826
-24 (document_#24) clump: 3 (clump_#3) affinity: 0.2031
-25 (document_#25) clump: 3 (clump_#3) affinity: 0.1978
-26 (document_#26) clump: 3 (clump_#3) affinity: 0.1834
-27 (document_#27) clump: 3 (clump_#3) affinity: 0.2121
-28 (document_#28) clump: 3 (clump_#3) affinity: 0.1853
-29 (document_#29) clump: 3 (clump_#3) affinity: 0.1602
-30 (document_#30) clump: 3 (clump_#3) affinity: 0.1999
-31 (document_#31) clump: 3 (clump_#3) affinity: 0.2193
-32 (document_#32) clump: 3 (clump_#3) affinity: 0.2209
-33 (document_#33) clump: 3 (clump_#3) affinity: 0.1977
-34 (document_#34) clump: 5 (clump_#5) affinity: 0.0000
-35 (document_#35) clump: 6 (clump_#6) affinity: 0.0000
-36 (document_#36) clump: 3 (clump_#3) affinity: 0.1724
-37 (document_#37) clump: 3 (clump_#3) affinity: 0.1824
-38 (document_#38) clump: 3 (clump_#3) affinity: 0.1955
-39 (document_#39) clump: 3 (clump_#3) affinity: 0.1970
-40 (document_#40) clump: 3 (clump_#3) affinity: 0.1906
-41 (document_#41) clump: 3 (clump_#3) affinity: 0.1979
-42 (document_#42) clump: 3 (clump_#3) affinity: 0.1926
-43 (document_#43) clump: 3 (clump_#3) affinity: 0.1717
-44 (document_#44) clump: 7 (clump_#7) affinity: 0.0000
-45 (document_#45) clump: 3 (clump_#3) affinity: 0.1876
-46 (document_#46) clump: 8 (clump_#8) affinity: 0.1011
-47 (document_#47) clump: 8 (clump_#8) affinity: 0.1011
-48 (document_#48) clump: 3 (clump_#3) affinity: 0.1751
-49 (document_#49) clump: 3 (clump_#3) affinity: 0.1998
-50 (document_#50) clump: 3 (clump_#3) affinity: 0.1896
-51 (document_#51) clump: 3 (clump_#3) affinity: 0.1863
-52 (document_#52) clump: 3 (clump_#3) affinity: 0.2194
-53 (document_#53) clump: 3 (clump_#3) affinity: 0.2076
-54 (document_#54) clump: 3 (clump_#3) affinity: 0.2291
-55 (document_#55) clump: 3 (clump_#3) affinity: 0.2257
-56 (document_#56) clump: 3 (clump_#3) affinity: 0.2070
-57 (document_#57) clump: 3 (clump_#3) affinity: 0.1970
-58 (document_#58) clump: 3 (clump_#3) affinity: 0.2020
-59 (document_#59) clump: 3 (clump_#3) affinity: 0.2016
-60 (document_#60) clump: 3 (clump_#3) affinity: 0.1767
-61 (document_#61) clump: 3 (clump_#3) affinity: 0.1724
-62 (document_#62) clump: 3 (clump_#3) affinity: 0.1727
+0 (document_#0) clump: 0 (unassigned) affinity: 0.0822
+1 (document_#1) clump: 0 (unassigned) affinity: 0.0822
 
==============================================================
=================== MEGATEST DIFF REPORT =====================
===================      (regular)       ====================
==============================================================
/usr/bin/diff -EbwBd --strip-trailing-cr ./megatest_knowngood.log megatest_test.log & sleep 1
1,2c1,2
<  This is CRM114, version 20080502-BlameJason (TRE 0.7.5 (LGPL))
<  Copyright 2001-2006 William S. Yerazunis
---
>  This is CRM114, version 20080502-BlameJason, rev 2908 (TRE 0.7.5 (LGPL)) (OS: linux-gnu)
>  Copyright 2001-2008 William S. Yerazunis
4a5,16
> Classifiers included in this build:
>   all of 'em
> 
> Extra features:
>   Developer Assertions are:
>     - included
>     - UNTRAPPABLE
>     - '-Cdbg' will cause a memory access violation in a last ditch
>       effort to trigger your debugger
>  
> ***** checking CRM language features
> 
22,23c34,35
< ./crm114: *ERROR* 
<  For some reason, I was unable to read-open the file named  zoob.zipulrlfjf
---
> crm114: *ERROR*
> For some reason, I was unable to read-open the file named 'zoob.zipulrlfjf' (expanded from 'zoob.zipulrlfjf'): error = 2(No such file or directory)
25,26c37,39
< This happened at line 19 of file fataltraptest.crm
< (runtime system location: crm_expr_file_io.c(151) in routine: crm_expr_input)
---
> This happened at line 19 of file fataltraptest.crm:
>     input [zoob.zipulrlfjf] (:hi:)
> (runtime system location: crm_expr_file_io.c(217) in routine: crm_expr_input)
29c42
< ./crm114: *ERROR* 
---
> crm114: *ERROR*
32,33c45,47
< This happened at line 29 of file fataltraptest.crm
< (runtime system location: crm_expr_file_io.c(345) in routine: crm_expr_output)
---
> This happened at line 30 of file fataltraptest.crm:
>     output [/No/Such/Directory/frotz.mumble] /:hi:/  # This is correct code; should give the I/O error as expected
> (runtime system location: crm_expr_file_io.c(593) in routine: crm_expr_output)
115c129
< ./crm114: *WARNING* 
---
> crm114: *WARNING*
118,119c132,134
< This happened at line 292 of file matchtest.crm
< (runtime system location: crm_expr_match.c(479) in routine: crm_expr_match)
---
> This happened at line 292 of file matchtest.crm:
>     match <absent> (:incognita:) /nothinjkljiejfksn;s94jf94msks/
> (runtime system location: crm_expr_match.c(487) in routine: crm_expr_match)
208,209c223,224
<  OK_IF_PID_CHANGES: one... MINION PROC PID: 5834 from-pipe: 6 to-pipe: 5
<  OK_IF_PID_SAME_AS_ABOVE: again... MINION PROC PID: 5834 from-pipe: 6 to-pipe: 5
---
>  OK_IF_PID_CHANGES: one... MINION PROC PID: 2021 from-pipe: 5 to-pipe: 4
>  OK_IF_PID_SAME_AS_ABOVE: again... MINION PROC PID: 2021 from-pipe: 5 to-pipe: 4
461c476
< ./crm114: *WARNING* 
---
> crm114: *WARNING*
464,465c479,481
< This happened at line 15 of file eval_infiniteloop.crm
< (runtime system location: crm_expr_alter.c(141) function crm_expr_eval)
---
> This happened at line 15 of file eval_infiniteloop.crm:
>     eval (:b:) /:*:a:/
> (runtime system location: crm_expr_alter.c(136) in routine: crm_expr_eval)
546,547c562,563
< OK_IF_SIZE_CHANGES: Size of isolation at start: 2099029
< Bytes used per pass: 2097150
---
> OK_IF_SIZE_CHANGES: Size of isolation at start: 2072508
> Bytes used per pass: 2070606
549,550c565,566
< Total flux through isolation:  419430000
< OK_IF_SIZE_CHANGES: Final isolation size: 2099046 
---
> Total flux through isolation:  414121200
> OK_IF_SIZE_CHANGES: Final isolation size: 2072525 
557,558c573,574
< OK_IF_SIZE_CHANGES: Size of isolation at start: 2101511
< Bytes used per pass: 2097150
---
> OK_IF_SIZE_CHANGES: Size of isolation at start: 2074990
> Bytes used per pass: 2070606
560,561c576,577
< Total flux through isolation:  41943000
< OK_IF_SIZE_CHANGES: Final isolation size: 2101526 
---
> Total flux through isolation:  41412120
> OK_IF_SIZE_CHANGES: Final isolation size: 2075005 
563c579
< Bytes used per pass: 2097150
---
> Bytes used per pass: 2070606
565,566c581,582
< Total flux through isolation:  83886000
< OK_IF_SIZE_CHANGES: Final isolation size: 2101532 
---
> Total flux through isolation:  82824240
> OK_IF_SIZE_CHANGES: Final isolation size: 2075011 
568c584
< Bytes used per pass: 2097150
---
> Bytes used per pass: 2070606
570,571c586,587
< Total flux through isolation:  125829000
< OK_IF_SIZE_CHANGES: Final isolation size: 2101533 
---
> Total flux through isolation:  124236360
> OK_IF_SIZE_CHANGES: Final isolation size: 2075012 
573c589
< Bytes used per pass: 2097150
---
> Bytes used per pass: 2070606
575,576c591,592
< Total flux through isolation:  167772000
< OK_IF_SIZE_CHANGES: Final isolation size: 2101533 
---
> Total flux through isolation:  165648480
> OK_IF_SIZE_CHANGES: Final isolation size: 2075012 
681a698,699
>  
> ***** checking return and exit codes 
684a703,704
> 
> ***** check that failed syscalls will code right
688a709,710
> 
>  ****  Default (SBPH Markovian) classifier 
694c716
< #1 (q_test.css): features: 133586, hits: 5022, prob: 1.00e+00, pR:  10.65 
---
> #1 (q_test.css): features: 133586, hits: 5022, prob: 1.00e-00, pR:  10.65
700c722
< #0 (i_test.css): features: 140946, hits: 4571, prob: 1.00e+00, pR:  10.28 
---
> #0 (i_test.css): features: 140946, hits: 4571, prob: 1.00e-00, pR:  10.28
704a727,728
> 
> **** OSB Markovian classifier 
720a745,746
> 
> **** OSB Markov Unique classifier 
736a763,764
> 
> **** OSB Markov Chisquared Unique classifier 
752a781,782
> 
> **** OSBF Local Confidence (Fidelis) classifier 
768a799,800
>  
> **** OSB Winnow classifier 
785a818,820
> 
> 
> **** Now verify that winnow learns affect only the named file (i_test.css)
801c836,837
< #1 (q_test.css): features: 69806.15, unseen: 1.00e+01, weight: 3.53e+01, pR:   0.71 
---
> #1 (q_test.css): features: 69806.71, unseen: 1.00e+01, weight: 3.53e+01, pR:   0.71
> 
802a839
> **** Unigram Bayesian classifier 
820a858,859
>  
> **** unigram Winnow classifier 
836a876,877
> 
> **** OSB Hyperspace classifier 
852a894,895
> 
> **** OSB three-letter Hyperspace classifier 
868a912,913
> 
> **** Unigram Hyperspace classifier 
884a930,931
> 
> **** String Hyperspace classifier 
900a948,949
> 
> **** String Unigram Hyperspace classifier 
916a966,1009
> 
> **** Vector 3-word-bag Hyperspace classifier 
> 
> crm114: *WARNING*
> We'd expected to see another value specified for the VT coefficient matrix value but alas, the script apparently didn't deliver enough for that. Next time, make sure you've got a full custom vector!
> I'll try to keep working.
> This happened at line 2 of file (from command line):
>     learn < hyperspace > (q_test.css) /[[:graph:]]+/ /vector: 3 1 1 1 1 /
> (runtime system location: crm_vector_tokenize.c(1387) in routine: fetch_value)
> 
> crm114: *WARNING*
>  There's a boo-boo in the 2nd slash argument where we try to look for the 'vector:...' coefficient matrix collection while configuring VT (Vector Tokenizer) default coefficient matrix and tokenizer setup. 
> I'll try to keep working.
> This happened at line 2 of file (from command line):
>     learn < hyperspace > (q_test.css) /[[:graph:]]+/ /vector: 3 1 1 1 1 /
> (runtime system location: crm_vector_tokenize.c(1728) in routine: config_vt_coeff_matrix_and_tokenizer)
> 
> crm114: *WARNING*
> We'd expected to see another value specified for the VT coefficient matrix value but alas, the script apparently didn't deliver enough for that. Next time, make sure you've got a full custom vector!
> I'll try to keep working.
> This happened at line 2 of file (from command line):
>     learn < hyperspace > (i_test.css) /[[:graph:]]+/ /vector: 3 1 1 1 1/
> (runtime system location: crm_vector_tokenize.c(1387) in routine: fetch_value)
> 
> crm114: *WARNING*
>  There's a boo-boo in the 2nd slash argument where we try to look for the 'vector:...' coefficient matrix collection while configuring VT (Vector Tokenizer) default coefficient matrix and tokenizer setup. 
> I'll try to keep working.
> This happened at line 2 of file (from command line):
>     learn < hyperspace > (i_test.css) /[[:graph:]]+/ /vector: 3 1 1 1 1/
> (runtime system location: crm_vector_tokenize.c(1728) in routine: config_vt_coeff_matrix_and_tokenizer)
> 
> crm114: *WARNING*
> We'd expected to see another value specified for the VT coefficient matrix value but alas, the script apparently didn't deliver enough for that. Next time, make sure you've got a full custom vector!
> I'll try to keep working.
> This happened at line 4 of file (from command line):
>     classify < hyperspace > ( i_test.css | q_test.css ) (:s:)/[[:graph:]]+/ /vector: 3 1 1 1 1  /
> (runtime system location: crm_vector_tokenize.c(1387) in routine: fetch_value)
> 
> crm114: *WARNING*
>  There's a boo-boo in the 2nd slash argument where we try to look for the 'vector:...' coefficient matrix collection while configuring VT (Vector Tokenizer) default coefficient matrix and tokenizer setup. 
> I'll try to keep working.
> This happened at line 4 of file (from command line):
>     classify < hyperspace > ( i_test.css | q_test.css ) (:s:)/[[:graph:]]+/ /vector: 3 1 1 1 1  /
> (runtime system location: crm_vector_tokenize.c(1728) in routine: config_vt_coeff_matrix_and_tokenizer)
918,922c1011,1015
< CLASSIFY fails; success probability: 0.0000  pR: -217.6877
< Best match to file #1 (q_test.css) prob: 1.0000  pR: 217.6877  
< Total features in input file: 10
< #0 (i_test.css): features: 8809, hits: 0, radiance: 0.00e+00, prob: 1.70e-22, pR: -217.69 
< #1 (q_test.css): features: 8349, hits: 7, radiance: 5.87e-03, prob: 1.00e+00, pR: 217.69 
---
> CLASSIFY fails; success probability: 0.5000  pR: 0.0000
> Best match to file #0 (i_test.css) prob: 0.5000  pR: 0.0000  
> Total features in input file: -1
> #0 (i_test.css): features: 0, hits: 0, radiance: 0.00e+00, prob: 5.00e-01, pR:   0.00
> #1 (q_test.css): features: 0, hits: 0, radiance: 0.00e+00, prob: 5.00e-01, pR:   0.00
924,929c1017,1036
<  type I 
< CLASSIFY succeeds; success probability: 1.0000  pR: 217.4552
< Best match to file #0 (i_test.css) prob: 1.0000  pR: 217.4552  
< Total features in input file: 9
< #0 (i_test.css): features: 8809, hits: 7, radiance: 5.57e-03, prob: 1.00e+00, pR: 217.46 
< #1 (q_test.css): features: 8349, hits: 0, radiance: 0.00e+00, prob: 1.80e-22, pR: -217.46 
---
> 
> crm114: *WARNING*
> We'd expected to see another value specified for the VT coefficient matrix value but alas, the script apparently didn't deliver enough for that. Next time, make sure you've got a full custom vector!
> I'll try to keep working.
> This happened at line 4 of file (from command line):
>     classify <hyperspace > ( i_test.css | q_test.css ) (:s:) /[[:graph:]]+/ /vector: 3 1 1 1 1 /
> (runtime system location: crm_vector_tokenize.c(1387) in routine: fetch_value)
> 
> crm114: *WARNING*
>  There's a boo-boo in the 2nd slash argument where we try to look for the 'vector:...' coefficient matrix collection while configuring VT (Vector Tokenizer) default coefficient matrix and tokenizer setup. 
> I'll try to keep working.
> This happened at line 4 of file (from command line):
>     classify <hyperspace > ( i_test.css | q_test.css ) (:s:) /[[:graph:]]+/ /vector: 3 1 1 1 1 /
> (runtime system location: crm_vector_tokenize.c(1728) in routine: config_vt_coeff_matrix_and_tokenizer)
>  type Q 
> CLASSIFY fails; success probability: 0.5000  pR: 0.0000
> Best match to file #0 (i_test.css) prob: 0.5000  pR: 0.0000  
> Total features in input file: -1
> #0 (i_test.css): features: 0, hits: 0, radiance: 0.00e+00, prob: 5.00e-01, pR:   0.00
> #1 (q_test.css): features: 0, hits: 0, radiance: 0.00e+00, prob: 5.00e-01, pR:   0.00
932a1040,1041
> 
> **** Bit-Entropy classifier 
934,935c1043,1044
< CLASSIFY fails; success probability: 0.0000  pR: -6.5985
< Best match to file #1 (q_test.css) prob: 1.0000  pR: 6.5985  
---
> CLASSIFY fails; success probability: 0.0000  pR: -5.3784
> Best match to file #1 (q_test.css) prob: 1.0000  pR: 5.3784
937,938c1046,1047
< #0 (i_test.css): features: 425488 (5%), entropy: 384.969632, jumps: 23, prob: 2.52e-07, pR:  -6.60 
< #1 (q_test.css): features: 552504 (5%), entropy: 225.556532, jumps: 7, prob: 1.00e+00, pR:   6.60 
---
> #0 (i_test.css): features: 425488 (5%), entropy: 365.245113, jumps: 21, prob: 4.18e-06, pR:  -5.38
> #1 (q_test.css): features: 552504 (5%), entropy: 235.307962, jumps: 8, prob: 1.00e-00, pR:   5.38
941,942c1050,1051
< CLASSIFY succeeds; success probability: 1.0000  pR: 5.3230
< Best match to file #0 (i_test.css) prob: 1.0000  pR: 5.3230  
---
> CLASSIFY succeeds; success probability: 1.0000  pR: 4.9105
> Best match to file #0 (i_test.css) prob: 1.0000  pR: 4.9105
944,945c1053,1054
< #0 (i_test.css): features: 425488 (5%), entropy: 138.295562, jumps: 4, prob: 1.00e+00, pR:   5.32 
< #1 (q_test.css): features: 552504 (5%), entropy: 266.892513, jumps: 17, prob: 4.75e-06, pR:  -5.32 
---
> #0 (i_test.css): features: 425488 (5%), entropy: 138.295563, jumps: 4, prob: 1.00e-00, pR:   4.91
> #1 (q_test.css): features: 552504 (5%), entropy: 256.926733, jumps: 16, prob: 1.23e-05, pR:  -4.91
948a1058,1059
> 
> **** Bit-Entropy Toroid classifier 
950,951c1061,1062
< CLASSIFY fails; success probability: 0.0000  pR: -6.5308
< Best match to file #1 (q_test.css) prob: 1.0000  pR: 6.5308  
---
> CLASSIFY fails; success probability: 0.0000  pR: -8.6215
> Best match to file #1 (q_test.css) prob: 1.0000  pR: 8.6215
953,954c1064,1065
< #0 (i_test.css): features: 425488 (100%), entropy: 459.942001, jumps: 26, prob: 2.95e-07, pR:  -6.53 
< #1 (q_test.css): features: 552504 (100%), entropy: 302.166313, jumps: 10, prob: 1.00e+00, pR:   6.53 
---
> #0 (i_test.css): features: 425488 (100%), entropy: 519.417393, jumps: 33, prob: 2.39e-09, pR:  -8.62
> #1 (q_test.css): features: 552504 (100%), entropy: 311.132100, jumps: 11, prob: 1.00e-00, pR:   8.62
957,958c1068,1069
< CLASSIFY succeeds; success probability: 1.0000  pR: 6.0927
< Best match to file #0 (i_test.css) prob: 1.0000  pR: 6.0927  
---
> CLASSIFY succeeds; success probability: 1.0000  pR: 5.6187
> Best match to file #0 (i_test.css) prob: 1.0000  pR: 5.6187
960,961c1071,1072
< #0 (i_test.css): features: 425488 (100%), entropy: 231.058285, jumps: 7, prob: 1.00e+00, pR:   6.09 
< #1 (q_test.css): features: 552504 (100%), entropy: 378.250899, jumps: 21, prob: 8.08e-07, pR:  -6.09 
---
> #0 (i_test.css): features: 425488 (100%), entropy: 231.058286, jumps: 7, prob: 1.00e-00, pR:   5.62
> #1 (q_test.css): features: 552504 (100%), entropy: 366.798873, jumps: 20, prob: 2.41e-06, pR:  -5.62
964a1076,1077
> 
> **** Fast Substring Compression Match Classifier 
980a1094,1095
> 
> **** Neural Network Classifier 
982,983c1097,1098
< CLASSIFY fails; success probability: 0.241661  pR: -62.5048
< Best match to file #1 (q_test.css) prob: 0.7583  pR: 62.5048  
---
> CLASSIFY fails; success probability: 0.338256  pR: -6.5569
> Best match to file #1 (q_test.css) prob: 0.6617  pR: 6.5569  
985,986c1100,1101
< #0 (i_test.css): prob: 2.42e-01, pR: -62.50
< #1 (q_test.css): prob: 7.58e-01, pR:  62.50
---
> #0 (i_test.css): prob: 3.38e-01, pR:  -6.56
> #1 (q_test.css): prob: 6.62e-01, pR:   6.56
989,990c1104,1105
< CLASSIFY succeeds; success probability: 0.889200  pR: 189.2001
< Best match to file #0 (i_test.css) prob: 0.8892  pR: 189.2001  
---
> CLASSIFY succeeds; success probability: 0.941100  pR: 241.0995
> Best match to file #0 (i_test.css) prob: 0.9411  pR: 241.0995  
992,993c1107,1109
< #0 (i_test.css): prob: 8.89e-01, pR: 189.20
< #1 (q_test.css): prob: 1.11e-01, pR: -189.20
---
> #0 (i_test.css): prob: 9.41e-01, pR: 241.10
> #1 (q_test.css): prob: 5.89e-02, pR: -241.10
> 
994a1111
> **** Alternate Neural Network Classifier test script 
999,1000c1116,1117
< CLASSIFY fails; success probability: 0.017262  pR: -282.7380
< Best match to file #1 (q_test.css) prob: 0.9827  pR: 282.7380  
---
> CLASSIFY fails; success probability: 0.018972  pR: -281.0282
> Best match to file #1 (q_test.css) prob: 0.9810  pR: 281.0282  
1002,1003c1119,1120
< #0 (i_test.css): prob: 1.73e-02, pR: -282.74
< #1 (q_test.css): prob: 9.83e-01, pR: 282.74
---
> #0 (i_test.css): prob: 1.90e-02, pR: -281.03
> #1 (q_test.css): prob: 9.81e-01, pR: 281.03
1006,1007c1123,1124
< CLASSIFY succeeds; success probability: 0.971915  pR: 271.9152
< Best match to file #0 (i_test.css) prob: 0.9719  pR: 271.9152  
---
> CLASSIFY succeeds; success probability: 0.965700  pR: 265.7001
> Best match to file #0 (i_test.css) prob: 0.9657  pR: 265.7001  
1009,1010c1126,1127
< #0 (i_test.css): prob: 9.72e-01, pR: 271.92
< #1 (q_test.css): prob: 2.81e-02, pR: -271.92
---
> #0 (i_test.css): prob: 9.66e-01, pR: 265.70
> #1 (q_test.css): prob: 3.43e-02, pR: -265.70
1013a1131,1132
> 
> **** Support Vector Machine (SVM) unigram classifier 
1015,1016c1134,1135
< CLASSIFY succeeds; success probability: 0.8901  pR: 9.0850
< Best match to file #0 (i_test.css) prob: 0.8901  pR: 9.0850  
---
> CLASSIFY succeeds; success probability: 0.8872  pR: 8.9571
> Best match to file #0 (i_test.css) prob: 0.8872  pR: 8.9571
1018,1019c1137,1138
< #0 (i_test.css): documents: 300, features: 7464,  prob: 8.90e-01, pR:   9.09 
< #1 (q_test.css): documents: 175, features: 6223,  prob: 1.10e-01, pR:  -9.09 
---
> #0 (i_test.css): documents: 300, features: 7464,  prob: 8.87e-01, pR:   8.96
> #1 (q_test.css): documents: 175, features: 6223,  prob: 1.13e-01, pR:  -8.96
1022,1023c1141,1142
< CLASSIFY succeeds; success probability: 0.9947  pR: 22.7433
< Best match to file #0 (i_test.css) prob: 0.9947  pR: 22.7433  
---
> CLASSIFY succeeds; success probability: 0.9947  pR: 22.7512
> Best match to file #0 (i_test.css) prob: 0.9947  pR: 22.7512
1025,1026c1144,1146
< #0 (i_test.css): documents: 300, features: 7464,  prob: 9.95e-01, pR:  22.74 
< #1 (q_test.css): documents: 175, features: 6223,  prob: 5.29e-03, pR: -22.74 
---
> #0 (i_test.css): documents: 300, features: 7464,  prob: 9.95e-01, pR:  22.75
> #1 (q_test.css): documents: 175, features: 6223,  prob: 5.28e-03, pR: -22.75
> 
1027a1148
> **** Support Vector Machine (SVM) classifier 
1031,1032c1152,1153
< CLASSIFY succeeds; success probability: 0.8723  pR: 8.3442
< Best match to file #0 (i_test.css) prob: 0.8723  pR: 8.3442  
---
> CLASSIFY succeeds; success probability: 0.8726  pR: 8.3572
> Best match to file #0 (i_test.css) prob: 0.8726  pR: 8.3572
1034,1035c1155,1156
< #0 (i_test.css): documents: 300, features: 34780,  prob: 8.72e-01, pR:   8.34 
< #1 (q_test.css): documents: 175, features: 32300,  prob: 1.28e-01, pR:  -8.34 
---
> #0 (i_test.css): documents: 300, features: 34780,  prob: 8.73e-01, pR:   8.36
> #1 (q_test.css): documents: 175, features: 32300,  prob: 1.27e-01, pR:  -8.36
1038,1039c1159,1160
< CLASSIFY succeeds; success probability: 0.9678  pR: 14.7738
< Best match to file #0 (i_test.css) prob: 0.9678  pR: 14.7738  
---
> CLASSIFY succeeds; success probability: 0.9678  pR: 14.7820
> Best match to file #0 (i_test.css) prob: 0.9678  pR: 14.7820
1041,1042c1162,1163
< #0 (i_test.css): documents: 300, features: 34780,  prob: 9.68e-01, pR:  14.77 
< #1 (q_test.css): documents: 175, features: 32300,  prob: 3.22e-02, pR: -14.77 
---
> #0 (i_test.css): documents: 300, features: 34780,  prob: 9.68e-01, pR:  14.78
> #1 (q_test.css): documents: 175, features: 32300,  prob: 3.22e-02, pR: -14.78
1045a1167,1168
> 
> **** String Kernel SVM (SKS) classifier 
1047,1048c1170,1171
< CLASSIFY succeeds; success probability: 0.8755  pR: 8.4725
< Best match to file #0 (i_test.css) prob: 0.8755  pR: 8.4725  
---
> CLASSIFY succeeds; success probability: 0.8756  pR: 8.4734
> Best match to file #0 (i_test.css) prob: 0.8756  pR: 8.4734
1054,1055c1177,1178
< CLASSIFY succeeds; success probability: 0.9834  pR: 17.7226
< Best match to file #0 (i_test.css) prob: 0.9834  pR: 17.7226  
---
> CLASSIFY succeeds; success probability: 0.9834  pR: 17.7222
> Best match to file #0 (i_test.css) prob: 0.9834  pR: 17.7222
1061a1185,1186
> 
> **** String Kernel SVM (SKS) Unique classifier 
1063,1064c1188,1189
< CLASSIFY succeeds; success probability: 0.8890  pR: 9.0370
< Best match to file #0 (i_test.css) prob: 0.8890  pR: 9.0370  
---
> CLASSIFY succeeds; success probability: 0.8889  pR: 9.0317
> Best match to file #0 (i_test.css) prob: 0.8889  pR: 9.0317
1066,1067c1191,1192
< #0 (i_test.css):documents: 300, features: 42397,  prob: 8.89e-01, pR:   9.04 
< #1 (q_test.css):documents: 175, features: 37599,  prob: 1.11e-01, pR:  -9.04 
---
> #0 (i_test.css): documents: 300, features: 42397,  prob: 8.89e-01, pR:   9.03
> #1 (q_test.css): documents: 175, features: 37599,  prob: 1.11e-01, pR:  -9.03
1070,1071c1195,1196
< CLASSIFY succeeds; success probability: 0.9848  pR: 18.1080
< Best match to file #0 (i_test.css) prob: 0.9848  pR: 18.1080  
---
> CLASSIFY succeeds; success probability: 0.9848  pR: 18.1012
> Best match to file #0 (i_test.css) prob: 0.9848  pR: 18.1012
1073,1074c1198,1199
< #0 (i_test.css):documents: 300, features: 42397,  prob: 9.85e-01, pR:  18.11 
< #1 (q_test.css):documents: 175, features: 37599,  prob: 1.52e-02, pR: -18.11 
---
> #0 (i_test.css): documents: 300, features: 42397,  prob: 9.85e-01, pR:  18.10
> #1 (q_test.css): documents: 175, features: 37599,  prob: 1.52e-02, pR: -18.10
1077a1203,1204
> 
> **** Bytewise Correlation classifier 
1080c1207
< Best match to file #1 (QUICKREF.txt) prob: 0.9907  pR: 2.0254  
---
> Best match to file #1 (QUICKREF_mt_ng_reference_1.input) prob: 0.9907  pR: 2.0254
1082,1083c1209,1210
< #0 (INTRO.txt): features: 53186, L1: 219063 L2: 325594 L3: 585264, l4: 1747198 prob: 9.34e-03, pR:  -2.03 
< #1 (QUICKREF.txt): features: 69063, L1: 385852 L2: 599956 L3: 6579582, l4: 326320000 prob: 9.91e-01, pR:   2.03 
---
> #0 (INTRO_mt_ng_reference_2.input): features: 53186, L1: 219063 L2: 325594 L3: 585264, L4: 1747198 prob: 9.34e-03, pR:  -2.03
> #1 (QUICKREF_mt_ng_reference_1.input): features: 69063, L1: 385852 L2: 599956 L3: 6579582, L4: 326320000 prob: 9.91e-01, pR:   2.03
1087c1214
< Best match to file #0 (INTRO.txt) prob: 1.0000  pR: 4.3436  
---
> Best match to file #0 (INTRO_mt_ng_reference_2.input) prob: 1.0000  pR: 4.3436
1089,1090c1216,1217
< #0 (INTRO.txt): features: 53186, L1: 593131 L2: 3238253 L3: 344785845, l4: 52869796589 prob: 1.00e+00, pR:   4.34 
< #1 (QUICKREF.txt): features: 69063, L1: 1060543 L2: 1359260 L3: 1991862, l4: 4285688 prob: 4.53e-05, pR:  -4.34 
---
> #0 (INTRO_mt_ng_reference_2.input): features: 53186, L1: 593131 L2: 3238253 L3: 344785845, L4: 52869796589 prob: 1.00e-00, pR:   4.34
> #1 (QUICKREF_mt_ng_reference_1.input): features: 69063, L1: 1060543 L2: 1359260 L3: 1991862, L4: 4285688 prob: 4.53e-05, pR:  -4.34
1094,1097c1221,1242
< ...............................................................Likely result: 
< PMULC succeeds; success probabilty: 1.0000 pR: 61.5681
< Best match to clump #8 (clump_#8) prob: 1.0000  pR: 61.5681
< Closest document: #46 (document_#46) affinity: 0.8233
---
> 
> **** Clump / Pmulc Test 
> 
> crm114: *UNTRAPPABLE ERROR*
>  Cannot allocate distance matrix M[] (C) Stick a fork in us; we're _done_.
> Sorry, but this program is very sick and probably should be killed off.
> This happened at line 3 of file (from command line):
>     clump <bychunk> [:one_paragraph:] (i_test.css) /[[:graph:]]+/
> (runtime system location: crm_expr_clump.c(782) in routine: thresholding_average_cluster)
> 
> crm114: *UNTRAPPABLE ERROR*
> 
> Better start screaming, guv', since the software's just gone critical:
> assertion '!(scale <= 1.19209290e-7F && scale >= -1.19209290e-7F)' failed!
> Sorry, but this program is very sick and probably should be killed off.
> This happened at line 3 of file (from command line):
>     clump [:one_paragraph:] <bychunk> (i_test.css) /[[:graph:]]+/
> (runtime system location: crm_expr_clump.c(841) in routine: thresholding_average_cluster)
>  Unsure result 
> PMULC fails; success probability: 0.0000 pR: 0.0000
> Best match to clump #1 (clump_#1) prob: 0.0000  pR: 0.0000
> Closest document: #-1 (document_#-1) affinity: -1.0000
1099,1106d1243
< 1: (clump_#1): documents: 4  affinity: 0.1529  prob: 0.0000  pR: -70.0000
< 2: (clump_#2): documents: 2  affinity: 0.0942  prob: 0.0000  pR: -70.0000
< 3: (clump_#3): documents: 49  affinity: 0.1234  prob: 0.0000  pR: -70.0000
< 4: (clump_#4): documents: 3  affinity: 0.1136  prob: 0.0000  pR: -70.0000
< 5: (clump_#5): documents: 1  affinity: 0.1408  prob: 0.0000  pR: -70.0000
< 6: (clump_#6): documents: 1  affinity: 0.1379  prob: 0.0000  pR: -70.0000
< 7: (clump_#7): documents: 1  affinity: 0.0991  prob: 0.0000  pR: -70.0000
< 8: (clump_#8): documents: 2  affinity: 0.5186  prob: 1.0000  pR: 61.5681
1108,1111c1245,1248
< Likely result: 
< PMULC succeeds; success probabilty: 1.0000 pR: 59.1777
< Best match to clump #2 (clump_#2) prob: 1.0000  pR: 59.1777
< Closest document: #1 (document_#1) affinity: 0.7596
---
>  Unsure result 
> PMULC fails; success probability: 0.0000 pR: 0.0000
> Best match to clump #1 (clump_#1) prob: 0.0000  pR: 0.0000
> Closest document: #-1 (document_#-1) affinity: -1.0000
1113,1120d1249
< 1: (clump_#1): documents: 4  affinity: 0.1356  prob: 0.0000  pR: -70.0000
< 2: (clump_#2): documents: 2  affinity: 0.4753  prob: 1.0000  pR: 59.1777
< 3: (clump_#3): documents: 49  affinity: 0.1422  prob: 0.0000  pR: -70.0000
< 4: (clump_#4): documents: 3  affinity: 0.1230  prob: 0.0000  pR: -70.0000
< 5: (clump_#5): documents: 1  affinity: 0.1208  prob: 0.0000  pR: -70.0000
< 6: (clump_#6): documents: 1  affinity: 0.1421  prob: 0.0000  pR: -70.0000
< 7: (clump_#7): documents: 1  affinity: 0.1173  prob: 0.0000  pR: -70.0000
< 8: (clump_#8): documents: 2  affinity: 0.0928  prob: 0.0000  pR: -70.0000
1123,1185c1252,1253
< 0 (document_#0) clump: 1 (clump_#1) affinity: 0.1439
< 1 (document_#1) clump: 2 (clump_#2) affinity: 0.0887
< 2 (document_#2) clump: 3 (clump_#3) affinity: 0.1784
< 3 (document_#3) clump: 4 (clump_#4) affinity: 0.1651
< 4 (document_#4) clump: 4 (clump_#4) affinity: 0.1949
< 5 (document_#5) clump: 4 (clump_#4) affinity: 0.2162
< 6 (document_#6) clump: 3 (clump_#3) affinity: 0.1953
< 7 (document_#7) clump: 1 (clump_#1) affinity: 0.1418
< 8 (document_#8) clump: 1 (clump_#1) affinity: 0.1535
< 9 (document_#9) clump: 1 (clump_#1) affinity: 0.1432
< 10 (document_#10) clump: 3 (clump_#3) affinity: 0.1790
< 11 (document_#11) clump: 3 (clump_#3) affinity: 0.1883
< 12 (document_#12) clump: 3 (clump_#3) affinity: 0.2052
< 13 (document_#13) clump: 3 (clump_#3) affinity: 0.1841
< 14 (document_#14) clump: 3 (clump_#3) affinity: 0.2289
< 15 (document_#15) clump: 3 (clump_#3) affinity: 0.1805
< 16 (document_#16) clump: 3 (clump_#3) affinity: 0.1776
< 17 (document_#17) clump: 3 (clump_#3) affinity: 0.1966
< 18 (document_#18) clump: 2 (clump_#2) affinity: 0.0887
< 19 (document_#19) clump: 3 (clump_#3) affinity: 0.1803
< 20 (document_#20) clump: 3 (clump_#3) affinity: 0.2188
< 21 (document_#21) clump: 3 (clump_#3) affinity: 0.2216
< 22 (document_#22) clump: 3 (clump_#3) affinity: 0.2264
< 23 (document_#23) clump: 3 (clump_#3) affinity: 0.1826
< 24 (document_#24) clump: 3 (clump_#3) affinity: 0.2031
< 25 (document_#25) clump: 3 (clump_#3) affinity: 0.1978
< 26 (document_#26) clump: 3 (clump_#3) affinity: 0.1834
< 27 (document_#27) clump: 3 (clump_#3) affinity: 0.2121
< 28 (document_#28) clump: 3 (clump_#3) affinity: 0.1853
< 29 (document_#29) clump: 3 (clump_#3) affinity: 0.1602
< 30 (document_#30) clump: 3 (clump_#3) affinity: 0.1999
< 31 (document_#31) clump: 3 (clump_#3) affinity: 0.2193
< 32 (document_#32) clump: 3 (clump_#3) affinity: 0.2209
< 33 (document_#33) clump: 3 (clump_#3) affinity: 0.1977
< 34 (document_#34) clump: 5 (clump_#5) affinity: 0.0000
< 35 (document_#35) clump: 6 (clump_#6) affinity: 0.0000
< 36 (document_#36) clump: 3 (clump_#3) affinity: 0.1724
< 37 (document_#37) clump: 3 (clump_#3) affinity: 0.1824
< 38 (document_#38) clump: 3 (clump_#3) affinity: 0.1955
< 39 (document_#39) clump: 3 (clump_#3) affinity: 0.1970
< 40 (document_#40) clump: 3 (clump_#3) affinity: 0.1906
< 41 (document_#41) clump: 3 (clump_#3) affinity: 0.1979
< 42 (document_#42) clump: 3 (clump_#3) affinity: 0.1926
< 43 (document_#43) clump: 3 (clump_#3) affinity: 0.1717
< 44 (document_#44) clump: 7 (clump_#7) affinity: 0.0000
< 45 (document_#45) clump: 3 (clump_#3) affinity: 0.1876
< 46 (document_#46) clump: 8 (clump_#8) affinity: 0.1011
< 47 (document_#47) clump: 8 (clump_#8) affinity: 0.1011
< 48 (document_#48) clump: 3 (clump_#3) affinity: 0.1751
< 49 (document_#49) clump: 3 (clump_#3) affinity: 0.1998
< 50 (document_#50) clump: 3 (clump_#3) affinity: 0.1896
< 51 (document_#51) clump: 3 (clump_#3) affinity: 0.1863
< 52 (document_#52) clump: 3 (clump_#3) affinity: 0.2194
< 53 (document_#53) clump: 3 (clump_#3) affinity: 0.2076
< 54 (document_#54) clump: 3 (clump_#3) affinity: 0.2291
< 55 (document_#55) clump: 3 (clump_#3) affinity: 0.2257
< 56 (document_#56) clump: 3 (clump_#3) affinity: 0.2070
< 57 (document_#57) clump: 3 (clump_#3) affinity: 0.1970
< 58 (document_#58) clump: 3 (clump_#3) affinity: 0.2020
< 59 (document_#59) clump: 3 (clump_#3) affinity: 0.2016
< 60 (document_#60) clump: 3 (clump_#3) affinity: 0.1767
< 61 (document_#61) clump: 3 (clump_#3) affinity: 0.1724
< 62 (document_#62) clump: 3 (clump_#3) affinity: 0.1727
---
> 0 (document_#0) clump: 0 (unassigned) affinity: 0.0822
> 1 (document_#1) clump: 0 (unassigned) affinity: 0.0822
make[1]: Leaving directory `/home/tsp/programs/crm114/crm114-20080502-BlameJason/src'

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