% changing the training data to 60000
 mutbl -f examples/test4.script

*****************************************************
           The -TBL system, version 1.0
          Copyright  Torbjrn Lager 2000
Department of Linguistics, Uppsala University, Sweden
 The -TBL system comes with absolutely no warranty.
    Type "help." to list all available commands.
*****************************************************
	
Learning a rule sequence...
Loading data: data/wsj_60000 ... done! Size is 60001.
Loading algorithm: algorithms/brill ... done!
Loading templates: templates/test_templates ... done!
97    1.00   tag:'VBP'>'VB' <- tag:'MD'@[-1,-2]
53    1.00   tag:'VBP'>'VB' <- tag:'TO'@[-1]
42    0.82   tag:'VB'>'VBP' <- tag:'NNS'@[-1]
42    1.00   tag:'NN'>'VB' <- tag:'MD'@[-1]
41    0.81   tag:'VB'>'NN' <- tag:'DT'@[-1,-2]
41    0.67   tag:'IN'>'WDT' <- wd:that@[0] & tag:'NNS'@[-1]
38    0.97   tag:'VBN'>'VBD' <- tag:'NP'@[-1]
28    0.60   tag:'NN'>'VB' <- tag:'TO'@[-1]
24    1.00   tag:'IN'>'WDT' <- tag:'NN'@[-1] & tag:'VBZ'@[1]
24    0.90   tag:'VBN'>'VBD' <- tag:'PP'@[-1]
23    0.81   tag:'VBD'>'VBN' <- tag:'VBZ'@[-1,-2]
22    0.71   tag:'\''>'POS' <- tag:'NNS'@[-1]
22    1.00   tag:'IN'>'WDT' <- tag:'MD'@[1]
21    0.96   tag:'NP'>'JJ' <- wd:'German'@[1]
19    0.88   tag:'IN'>'DT' <- wd:that@[0] & tag:'IN'@[-1]
19    0.95   tag:'NN'>'VBG' <- wd:buying@[0] & tag:'IN'@[-1]
18    0.95   tag:'POS'>'VBZ' <- tag:'PP'@[-1]
17    0.79   tag:'IN'>'RB' <- tag:'VBP'@[1]
14    0.94   tag:'WDT'>'IN' <- tag:'NNS'@[-1] & tag:'DT'@[1]
14    1.00   tag:'VB'>'NN' <- wd:minority@[0]
14    0.89   tag:'IN'>'RB' <- wd:much@[1]
13    0.93   tag:'VBD'>'VBN' <- tag:'VBP'@[-1,-2]
12    1.00   tag:'VB'>'VBP' <- tag:'WDT'@[-1]
11    0.82   tag:'JJR'>'VB' <- tag:'MD'@[-1,-2]
11    0.79   tag:'IN'>'WDT' <- tag:'NN'@[-1] & tag:'VBD'@[1]
11    1.00   tag:'RP'>'RB' <- tag:','@[-1]
11    1.00   tag:'VBN'>'VBD' <- tag:'WDT'@[-1]
10    0.81   tag:'JJR'>'VB' <- wd:lower@[0] & tag:'TO'@[-1]
10    0.71   tag:'VB'>'VBP' <- tag:'PP'@[-1]
10    0.78   tag:'VBD'>'VBN' <- tag:'VBD'@[-1]
9     1.00   tag:'RB'>'JJ' <- tag:'DT'@[-1] & tag:'NN'@[1]
9     0.74   tag:'RP'>'IN' <- wd:the@[1]
9     0.62   tag:'JJR'>'RBR' <- tag:'JJ'@[1]
9     0.74   tag:'VB'>'NN' <- tag:'NN'@[-1]
9     0.91   tag:'IN'>'RB' <- wd:well@[1]
8     1.00   tag:'VBG'>'NN' <- wd:of@[1]
7     0.89   tag:'POS'>'\'' <- tag:'IN'@[1]
7     1.00   tag:'POS'>'VBZ' <- tag:'EX'@[-1]
7     1.00   tag:'VBN'>'VBD' <- tag:'NN'@[-1] & tag:'DT'@[1]
6     1.00   tag:'RBR'>'JJR' <- wd:lower@[0]
6     0.88   tag:'VBD'>'VBN' <- tag:'MD'@[-1,-2]
6     1.00   tag:'VBN'>'VBD' <- tag:'NNS'@[-1] & tag:'NN'@[1]
6     1.00   tag:'RB'>'WDT' <- wd:that@[0]
43 rule(s) for feature(s) [tag]
Testing the learned rule sequence...
Loading templates: templates/test_templates ... done!
Loading data: data/wsj_test ... done! Size is 9625.

DATA STATISTICS:

            Corpus Size: 9625
         Number of Tags: 9625
 Number of Correct Tags: 9228
       Number of Errors: 397
                 Recall: 95.9% 
              Precision: 95.9%
                F-Score: 95.9%
Number of Tags per Word: 1.000

Applied 43 rule(s) for feature(s) [tag] in 0.047 seconds

DATA STATISTICS:

            Corpus Size: 9625
         Number of Tags: 9625
 Number of Correct Tags: 9337
       Number of Errors: 288
                 Recall: 97.0% 
              Precision: 97.0%
                F-Score: 97.0%
Number of Tags per Word: 1.000

Saving the rule sequence(s) in file 'rules/test.pl'.
Generating data for the Error Browser...
Load (or reload) the file "error_data.html"
into a HTML browser to view error data.
Finished!