mutbl -f examples/testLowerScore2.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_7500 ... done! Size is 7494.
Loading algorithm: algorithms/brill ... done!
Loading templates: templates/test_templates ... done!
11    1.00   tag:'VBP'>'VB' <- tag:'MD'@[-1,-2]
11    1.00   tag:'VBN'>'VBD' <- tag:'PP'@[-1]
8     1.00   tag:'NN'>'VB' <- tag:'MD'@[-1]
7     0.77   tag:'JJ'>'RB' <- wd:due@[0]
7     1.00   tag:'VBP'>'VB' <- tag:'TO'@[-1]
6     1.00   tag:'VB'>'VBP' <- tag:'NNS'@[-1]
6     0.88   tag:'VB'>'NN' <- tag:'DT'@[-1,-2]
6     1.00   tag:'IN'>'WDT' <- tag:'VBD'@[1]
5     1.00   tag:'VBN'>'VBD' <- tag:'NP'@[-1]
4     1.00   tag:'IN'>'DT' <- wd:that@[0] & tag:'IN'@[-1]
4     1.00   tag:'IN'>'WDT' <- tag:'MD'@[1]
4     1.00   tag:'IN'>'WDT' <- tag:'VBZ'@[1]
4     1.00   tag:'IN'>'RB' <- wd:much@[1]
3     1.00   tag:'VB'>'VBP' <- tag:'PP'@[-1]
3     0.80   tag:'RP'>'RB' <- tag:'NN'@[-1,-2]
3     1.00   tag:'VB'>'NN' <- wd:swap@[0] & tag:'NN'@[-1]
3     1.00   tag:'VBD'>'VBN' <- tag:'VB'@[-1,-2]
3     0.67   tag:'VBD'>'VBN' <- tag:'VBZ'@[-1,-2]
3     1.00   tag:'VBN'>'VBD' <- wd:increased@[0]
3     1.00   tag:'VBN'>'VBD' <- wd:said@[0]
2     1.00   tag:'NPS'>'NP' <- wd:'Bankers'@[0]
2     1.00   tag:'VBG'>'JJ' <- wd:leading@[0]
2     1.00   tag:'VBG'>'NN' <- wd:of@[1]
2     1.00   tag:'IN'>'WDT' <- wd:have@[1]
2     0.75   tag:'JJ'>'NP' <- tag:'NP'@[-1] & tag:'NP'@[1]
2     1.00   tag:'NP'>'NN' <- wd:'CD'@[0]
2     1.00   tag:'POS'>'VBZ' <- tag:'PP'@[-1]
2     1.00   tag:'POS'>'VBZ' <- tag:'IN'@[1]
2     1.00   tag:'NNS'>'VBZ' <- tag:'PP'@[-1]
2     1.00   tag:'NN'>'VBP' <- tag:'NNS'@[-1] & tag:'RB'@[1]
2     1.00   tag:'NN'>'VBP' <- wd:decline@[0] & tag:'NNS'@[-1]
2     1.00   tag:'NN'>'VBP' <- wd:note@[0] & tag:'NNS'@[-1]
2     1.00   tag:'NN'>'VB' <- wd:purchase@[0] & tag:'TO'@[-1]
2     1.00   tag:'VBN'>'JJ' <- tag:'NN'@[-1] & tag:'NNS'@[1]
2     1.00   tag:'IN'>'RB' <- wd:about@[0] & wd:by@[-1]
2     0.75   tag:'IN'>'RB' <- wd:below@[0]
2     1.00   tag:'IN'>'WDT' <- wd:are@[1]
2     1.00   tag:'VBZ'>'NNS' <- tag:'JJ'@[-1]
2     1.00   tag:'VBD'>'VBN' <- tag:'VBP'@[-1,-2]
2     1.00   tag:'VB'>'JJ' <- tag:'JJ'@[-1]
2     1.00   tag:'NPS'>'NP' <- wd:'Securities'@[0]
41 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 41 rule(s) for feature(s) [tag] in 0.047 seconds

DATA STATISTICS:

            Corpus Size: 9625
         Number of Tags: 9625
 Number of Correct Tags: 9269
       Number of Errors: 356
                 Recall: 96.3% 
              Precision: 96.3%
                F-Score: 96.3%
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!