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From James Kosin <james.ko...@gmail.com>
Subject Tests for 1.5.1-rc2 and 1.5.0
Date Thu, 03 Mar 2011 02:05:47 GMT
Jorn,

I performed the tests with the CONLL 03 data.  1.5.0 didn't have the
converters; so, I used the converted data from the 1.5.1 releases.

I trained both from the same set of training and tested on both sets of
CONLL 03 data for the English data.

Results below.

The model training output was identical; however, the models themselves
had minor differences.  I think some of the fixes to writting of the
model may have caused the small changes.  The changes were at the very
beginning and very end of the model file.  I can send you the models
offline if you want to investigate the differences.

Other issue.  I created a cwiki account, didn't know that I didn't have
one or needed one... anyway I'm not able to make changes to the test
report.  Any ideas on why??

Thanks,
James


--- 1.5.0 ---
Training Model....
Indexing events using cutoff of 5

    Computing event counts...  done. 203621 events
    Indexing...  done.
Sorting and merging events... done. Reduced 203621 events to 180295.
Done indexing.
Incorporating indexed data for training... 
done.
    Number of Event Tokens: 180295
        Number of Outcomes: 9
      Number of Predicates: 59110
...done.
Computing model parameters...
Performing 1000 iterations.
  1:  .. loglikelihood=-447401.0656637106    0.03104296708099852
  2:  .. loglikelihood=-115264.7089253443    0.8441712789938169
  3:  .. loglikelihood=-76031.56932557958    0.8821585199954818
  4:  .. loglikelihood=-57679.47365281417    0.9232201000879084
  5:  .. loglikelihood=-46953.07298347499    0.9486644304860501
  6:  .. loglikelihood=-40037.07209023141    0.9628623766703828
  7:  .. loglikelihood=-35231.863839685495    0.9702633814783348
  8:  .. loglikelihood=-31692.76728769522    0.9749338231321917
  9:  .. loglikelihood=-28966.315734910728    0.9781702280216678
 10:  .. loglikelihood=-26791.496911501643    0.9803753051011438
 11:  .. loglikelihood=-25008.650493900466    0.9819763187490484
 12:  .. loglikelihood=-23514.939781187444    0.983351422495715
 13:  .. loglikelihood=-22241.190923780683    0.9843974835601436
 14:  .. loglikelihood=-21139.136891239144    0.985217634723334
 15:  .. loglikelihood=-20174.029488826083    0.9859690306991912
 16:  .. loglikelihood=-19320.171009648926    0.9867498931839054
 17:  .. loglikelihood=-18558.109228391593    0.9872459127496672
 18:  .. loglikelihood=-17872.818896401433    0.9877370212306197
 19:  .. loglikelihood=-17252.48859391061    0.9881986632027149
 20:  .. loglikelihood=-16687.68991898158    0.9886259275811434
 21:  .. loglikelihood=-16170.794567965462    0.9890826584684291
 22:  .. loglikelihood=-15695.556319281292    0.9893675013873815
 23:  .. loglikelihood=-15256.805476025644    0.9896719886455719
 24:  .. loglikelihood=-14850.221752779114    0.9900059424126195
 25:  .. loglikelihood=-14472.162956920049    0.9902514966530958
 26:  .. loglikelihood=-14119.534020170902    0.9905216063176195
 27:  .. loglikelihood=-13789.685641231577    0.9907524273036671
 28:  .. loglikelihood=-13480.334959183898    0.9909734261200956
 29:  .. loglikelihood=-13189.50284297873    0.9911600473428576
 30:  .. loglikelihood=-12915.463878356277    0.9913368463960004
 31:  .. loglikelihood=-12656.706162059887    0.9915283787035718
 32:  .. loglikelihood=-12411.898721957705    0.9916658890782385
 33:  .. loglikelihood=-12179.864888991155    0.9918083105377147
 34:  .. loglikelihood=-11959.560335058943    0.9919458209123814
 35:  .. loglikelihood=-11750.054799987669    0.992083331287048
 36:  .. loglikelihood=-11550.51677241594    0.992186464068048
 37:  .. loglikelihood=-11360.200568979257    0.9922601303401909
 38:  .. loglikelihood=-11178.435384044986    0.9924172850540955
 39:  .. loglikelihood=-11004.615972449143    0.992598995192048
 40:  .. loglikelihood=-10838.194693076945    0.992702127973048
 41:  .. loglikelihood=-10678.67469074173    0.9927807053300003
 42:  .. loglikelihood=-10525.604032983301    0.9928396383477146
 43:  .. loglikelihood=-10378.570650153733    0.9929133046198575
 44:  .. loglikelihood=-10237.197953212024    0.9929869708920004
 45:  .. loglikelihood=-10101.141025082261    0.9930901036730003
 46:  .. loglikelihood=-9970.083299086922    0.9931785031995718
 47:  .. loglikelihood=-9843.733652489254    0.9932472583869051
 48:  .. loglikelihood=-9721.823855115237    0.9933258357438575
 49:  .. loglikelihood=-9604.106322811154    0.9934289685248574
 50:  .. loglikelihood=-9490.35213356977    0.9934928126273813
 51:  .. loglikelihood=-9380.349270768897    0.9935713899843336
 52:  .. loglikelihood=-9273.901063451085    0.9936597895109051
 53:  .. loglikelihood=-9170.824798093614    0.9937874777159527
 54:  .. loglikelihood=-9070.95048008129    0.9938414996488575
 55:  .. loglikelihood=-8974.119726239769    0.9938758772425241
 56:  .. loglikelihood=-8880.184772403041    0.9939397213450479
 57:  .. loglikelihood=-8789.007582222714    0.9940035654475717
 58:  .. loglikelihood=-8700.459045275382    0.9940330319564289
 59:  .. loglikelihood=-8614.41825413362    0.9941017871437622
 60:  .. loglikelihood=-8530.771851399228    0.9941558090766669
 61:  .. loglikelihood=-8449.413438869622    0.9942049199247622
 62:  .. loglikelihood=-8370.243041985445    0.9942196531791907
 63:  .. loglikelihood=-8293.166623573257    0.9942982305361431
 64:  .. loglikelihood=-8218.095641617872    0.9943620746386669
 65:  .. loglikelihood=-8144.946646444898    0.9944210076563812
 66:  .. loglikelihood=-8073.64091323831    0.9944652074196669
 67:  .. loglikelihood=-8004.104106295285    0.9945241404373812
 68:  .. loglikelihood=-7936.265971840563    0.9945732512854765
 69:  .. loglikelihood=-7870.060056575015    0.9946027177943336
 70:  .. loglikelihood=-7805.423449462658    0.9946616508120478
 71:  .. loglikelihood=-7742.296544521252    0.9946960284057146
 72:  .. loglikelihood=-7680.622822639406    0.9947156727449527
 73:  .. loglikelihood=-7620.348650644074    0.9947451392538098
 74:  .. loglikelihood=-7561.423096036533    0.9947696946778574
 75:  .. loglikelihood=-7503.7977559792025    0.9948188055259526
 76:  .. loglikelihood=-7447.4265992576375    0.9948482720348097
 77:  .. loglikelihood=-7392.265820078433    0.9948728274588574
 78:  .. loglikelihood=-7338.273702669938    0.9948826496284764
 79:  .. loglikelihood=-7285.410495761972    0.9949072050525241
 80:  .. loglikelihood=-7233.63829610544    0.9949366715613812
 81:  .. loglikelihood=-7182.920940275911    0.9949661380702384
 82:  .. loglikelihood=-7133.223904077807    0.9949906934942859
 83:  .. loglikelihood=-7084.514208928315    0.9950054267487145
 84:  .. loglikelihood=-7036.760334657863    0.9950496265120002
 85:  .. loglikelihood=-6989.932138216767    0.995103648444905
 86:  .. loglikelihood=-6944.000777822311    0.9951380260385717
 87:  .. loglikelihood=-6898.938642124441    0.9951576703778098
 88:  .. loglikelihood=-6854.719284002871    0.9951871368866669
 89:  .. loglikelihood=-6811.317358642307    0.9951871368866669
 90:  .. loglikelihood=-6768.7085655682995    0.9951969590562859
 91:  .. loglikelihood=-6726.869594343304    0.9952215144803336
 92:  .. loglikelihood=-6685.778073659683    0.9952509809891907
 93:  .. loglikelihood=-6645.412523577323    0.9952804474980479
 94:  .. loglikelihood=-6605.752310683172    0.9953148250917145
 95:  .. loglikelihood=-6566.7776059633325    0.9953295583461431
 96:  .. loglikelihood=-6528.469345195099    0.9953541137701907
 97:  .. loglikelihood=-6490.809191686134    0.9953786691942383
 98:  .. loglikelihood=-6453.779501193969    0.9953786691942383
 99:  .. loglikelihood=-6417.363288883539    0.995432691127143
100:  .. loglikelihood=-6381.544198176912    0.9954376022119525
101:  .. loglikelihood=-6346.306471374993    0.9954572465511907
102:  .. loglikelihood=-6311.634921928171    0.9954768908904288
103:  .. loglikelihood=-6277.514908252186    0.9954867130600479
104:  .. loglikelihood=-6243.932308984605    0.995506357399286
105:  .. loglikelihood=-6210.873499591392    0.995526001738524
106:  .. loglikelihood=-6178.325330235939    0.9955505571625717
107:  .. loglikelihood=-6146.275104831459    0.9955554682473812
108:  .. loglikelihood=-6114.710561202616    0.9955652904170003
109:  .. loglikelihood=-6083.619852285316    0.9955751125866192
110:  .. loglikelihood=-6052.991528305242    0.9955800236714287
111:  .. loglikelihood=-6022.81451987066    0.9955849347562383
112:  .. loglikelihood=-5993.078121928154    0.9955947569258573
113:  .. loglikelihood=-5963.771978527394    0.9956144012650955
114:  .. loglikelihood=-5934.886068349685    0.9956144012650955
115:  .. loglikelihood=-5906.41069095269    0.9956291345195241
116:  .. loglikelihood=-5878.336453693398    0.9956438677739526
117:  .. loglikelihood=-5850.654259287266    0.9956438677739526
118:  .. loglikelihood=-5823.355293971784    0.9956831564524288
119:  .. loglikelihood=-5796.431016236346    0.9956929786220479
120:  .. loglikelihood=-5769.873146090028    0.9957175340460954
121:  .. loglikelihood=-5743.673654838355    0.995732267300524
122:  .. loglikelihood=-5717.824755339788    0.9957519116397621
123:  .. loglikelihood=-5692.318892717303    0.9957568227245717
124:  .. loglikelihood=-5667.148735500977    0.9957764670638097
125:  .. loglikelihood=-5642.3071671800935    0.9957862892334288
126:  .. loglikelihood=-5617.787278141185    0.9957912003182383
127:  .. loglikelihood=-5593.5823579746375    0.9957961114030478
128:  .. loglikelihood=-5569.685888128629    0.9957961114030478
129:  .. loglikelihood=-5546.091534895352    0.9958206668270955
130:  .. loglikelihood=-5522.793142710325    0.995835400081524
131:  .. loglikelihood=-5499.784727749548    0.995845222251143
132:  .. loglikelihood=-5477.060471811213    0.995845222251143
133:  .. loglikelihood=-5454.614716464009    0.9958550444207621
134:  .. loglikelihood=-5432.4419574522335    0.9958599555055716
135:  .. loglikelihood=-5410.536839343428    0.9958697776751907
136:  .. loglikelihood=-5388.8941504040595    0.9958943330992382
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140:  .. loglikelihood=-5304.848212226276    0.995938532862524
141:  .. loglikelihood=-5284.444190624099    0.995938532862524
142:  .. loglikelihood=-5264.2740847727655    0.9959532661169526
143:  .. loglikelihood=-5244.333562419176    0.9959630882865717
144:  .. loglikelihood=-5224.618401031105    0.9959827326258097
145:  .. loglikelihood=-5205.124484287517    0.9959827326258097
146:  .. loglikelihood=-5185.847798706252    0.9959876437106192
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148:  .. loglikelihood=-5147.930561980432    0.9959925547954288
149:  .. loglikelihood=-5129.282469518951    0.9960121991346669
150:  .. loglikelihood=-5110.836519704617    0.9960121991346669
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155:  .. loglikelihood=-5021.517745055678    0.9960367545587144
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157:  .. loglikelihood=-4987.087456307867    0.9960563988979526
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159:  .. loglikelihood=-4953.361336976742    0.9960858654068097
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175:  .. loglikelihood=-4706.324667636139    0.9962282868662858
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177:  .. loglikelihood=-4678.006203198322    0.9962430201207144
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183:  .. loglikelihood=-4596.068620420146    0.9962724866295716
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976:  .. loglikelihood=-2021.7318693393895    0.9980257439065715
977:  .. loglikelihood=-2020.799232347491    0.9980257439065715
978:  .. loglikelihood=-2019.8680898358446    0.9980257439065715
979:  .. loglikelihood=-2018.9384378993836    0.9980257439065715
980:  .. loglikelihood=-2018.0102726472965    0.9980257439065715
981:  .. loglikelihood=-2017.0835902030358    0.9980257439065715
982:  .. loglikelihood=-2016.1583867040138    0.9980257439065715
983:  .. loglikelihood=-2015.234658301948    0.9980257439065715
984:  .. loglikelihood=-2014.312401162332    0.9980257439065715
985:  .. loglikelihood=-2013.3916114647197    0.9980257439065715
986:  .. loglikelihood=-2012.472285402479    0.9980257439065715
987:  .. loglikelihood=-2011.554419182772    0.998030654991381
988:  .. loglikelihood=-2010.6380090265327    0.998030654991381
989:  .. loglikelihood=-2009.7230511683388    0.998030654991381
990:  .. loglikelihood=-2008.8095418563073    0.998030654991381
991:  .. loglikelihood=-2007.897477352186    0.998030654991381
992:  .. loglikelihood=-2006.986853931158    0.998030654991381
993:  .. loglikelihood=-2006.0776678818484    0.998030654991381
994:  .. loglikelihood=-2005.169915506179    0.998030654991381
995:  .. loglikelihood=-2004.263593119408    0.998030654991381
996:  .. loglikelihood=-2003.3586970499493    0.998030654991381
997:  .. loglikelihood=-2002.4552236395334    0.998030654991381
998:  .. loglikelihood=-2001.55316924274    0.998030654991381
999:  .. loglikelihood=-2000.6525302274372    0.998030654991381
1000:  .. loglikelihood=-1999.7533029743076    0.998030654991381
Writing name finder model ... done (1.872s)

Wrote name finder model to
path: C:\Users\James
Kosin\Downloads\opennlp\opennlp-tools-1.5.0-bin\opennlp-tools-1.5.0\enNameFinder.model

Testing Model....
Testing on eng.testa ....
Loading Token Name Finder model ... done (0.421s)
current: 116.4 sent/s avg: 116.4 sent/s total: 118 sent
current: 654.8 sent/s avg: 385.6 sent/s total: 782 sent
current: 585.2 sent/s avg: 451.4 sent/s total: 1366 sent
current: 925.9 sent/s avg: 569.2 sent/s total: 2291 sent
current: 675.4 sent/s avg: 590.7 sent/s total: 2967 sent


Average: 597.2 sent/s
Total: 3251 sent
Runtime: 5.444s

Precision: 0.8230655223984119
Recall: 0.8039380679905755
F-Measure: 0.8133893616650641
Testing on eng.testb ....
Loading Token Name Finder model ... done (0.390s)
current: 150.6 sent/s avg: 150.6 sent/s total: 155 sent
current: 774.2 sent/s avg: 455.6 sent/s total: 924 sent
current: 625.3 sent/s avg: 512.6 sent/s total: 1551 sent
current: 786.8 sent/s avg: 580.6 sent/s total: 2337 sent


Average: 691.9 sent/s
Total: 3454 sent
Runtime: 4.992s

Precision: 0.7849405582672956
Recall: 0.7563739376770539
F-Measure: 0.7703925220469681

--- 1.5.1 ---
Preparing....
.\src\doccompare\model\english\namefind\eng.testa
.\src\doccompare\model\english\namefind\eng.testb
.\src\doccompare\model\english\namefind\eng.train
        3 file(s) copied.
Converting Data....
Training Model....
Indexing events using cutoff of 5

    Computing event counts...  done. 203621 events
    Indexing...  done.
Sorting and merging events... done. Reduced 203621 events to 180295.
Done indexing.
Incorporating indexed data for training... 
done.
    Number of Event Tokens: 180295
        Number of Outcomes: 9
      Number of Predicates: 59110
...done.
Computing model parameters...
Performing 1000 iterations.
  1:  .. loglikelihood=-447401.0656637106    0.03104296708099852
  2:  .. loglikelihood=-115264.7089253443    0.8441712789938169
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 10:  .. loglikelihood=-26791.496911501643    0.9803753051011438
 11:  .. loglikelihood=-25008.650493900466    0.9819763187490484
 12:  .. loglikelihood=-23514.939781187444    0.983351422495715
 13:  .. loglikelihood=-22241.190923780683    0.9843974835601436
 14:  .. loglikelihood=-21139.136891239144    0.985217634723334
 15:  .. loglikelihood=-20174.029488826083    0.9859690306991912
 16:  .. loglikelihood=-19320.171009648926    0.9867498931839054
 17:  .. loglikelihood=-18558.109228391593    0.9872459127496672
 18:  .. loglikelihood=-17872.818896401433    0.9877370212306197
 19:  .. loglikelihood=-17252.48859391061    0.9881986632027149
 20:  .. loglikelihood=-16687.68991898158    0.9886259275811434
 21:  .. loglikelihood=-16170.794567965462    0.9890826584684291
 22:  .. loglikelihood=-15695.556319281292    0.9893675013873815
 23:  .. loglikelihood=-15256.805476025644    0.9896719886455719
 24:  .. loglikelihood=-14850.221752779114    0.9900059424126195
 25:  .. loglikelihood=-14472.162956920049    0.9902514966530958
 26:  .. loglikelihood=-14119.534020170902    0.9905216063176195
 27:  .. loglikelihood=-13789.685641231577    0.9907524273036671
 28:  .. loglikelihood=-13480.334959183898    0.9909734261200956
 29:  .. loglikelihood=-13189.50284297873    0.9911600473428576
 30:  .. loglikelihood=-12915.463878356277    0.9913368463960004
 31:  .. loglikelihood=-12656.706162059887    0.9915283787035718
 32:  .. loglikelihood=-12411.898721957705    0.9916658890782385
 33:  .. loglikelihood=-12179.864888991155    0.9918083105377147
 34:  .. loglikelihood=-11959.560335058943    0.9919458209123814
 35:  .. loglikelihood=-11750.054799987669    0.992083331287048
 36:  .. loglikelihood=-11550.51677241594    0.992186464068048
 37:  .. loglikelihood=-11360.200568979257    0.9922601303401909
 38:  .. loglikelihood=-11178.435384044986    0.9924172850540955
 39:  .. loglikelihood=-11004.615972449143    0.992598995192048
 40:  .. loglikelihood=-10838.194693076945    0.992702127973048
 41:  .. loglikelihood=-10678.67469074173    0.9927807053300003
 42:  .. loglikelihood=-10525.604032983301    0.9928396383477146
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 44:  .. loglikelihood=-10237.197953212024    0.9929869708920004
 45:  .. loglikelihood=-10101.141025082261    0.9930901036730003
 46:  .. loglikelihood=-9970.083299086922    0.9931785031995718
 47:  .. loglikelihood=-9843.733652489254    0.9932472583869051
 48:  .. loglikelihood=-9721.823855115237    0.9933258357438575
 49:  .. loglikelihood=-9604.106322811154    0.9934289685248574
 50:  .. loglikelihood=-9490.35213356977    0.9934928126273813
 51:  .. loglikelihood=-9380.349270768897    0.9935713899843336
 52:  .. loglikelihood=-9273.901063451085    0.9936597895109051
 53:  .. loglikelihood=-9170.824798093614    0.9937874777159527
 54:  .. loglikelihood=-9070.95048008129    0.9938414996488575
 55:  .. loglikelihood=-8974.119726239769    0.9938758772425241
 56:  .. loglikelihood=-8880.184772403041    0.9939397213450479
 57:  .. loglikelihood=-8789.007582222714    0.9940035654475717
 58:  .. loglikelihood=-8700.459045275382    0.9940330319564289
 59:  .. loglikelihood=-8614.41825413362    0.9941017871437622
 60:  .. loglikelihood=-8530.771851399228    0.9941558090766669
 61:  .. loglikelihood=-8449.413438869622    0.9942049199247622
 62:  .. loglikelihood=-8370.243041985445    0.9942196531791907
 63:  .. loglikelihood=-8293.166623573257    0.9942982305361431
 64:  .. loglikelihood=-8218.095641617872    0.9943620746386669
 65:  .. loglikelihood=-8144.946646444898    0.9944210076563812
 66:  .. loglikelihood=-8073.64091323831    0.9944652074196669
 67:  .. loglikelihood=-8004.104106295285    0.9945241404373812
 68:  .. loglikelihood=-7936.265971840563    0.9945732512854765
 69:  .. loglikelihood=-7870.060056575015    0.9946027177943336
 70:  .. loglikelihood=-7805.423449462658    0.9946616508120478
 71:  .. loglikelihood=-7742.296544521252    0.9946960284057146
 72:  .. loglikelihood=-7680.622822639406    0.9947156727449527
 73:  .. loglikelihood=-7620.348650644074    0.9947451392538098
 74:  .. loglikelihood=-7561.423096036533    0.9947696946778574
 75:  .. loglikelihood=-7503.7977559792025    0.9948188055259526
 76:  .. loglikelihood=-7447.4265992576375    0.9948482720348097
 77:  .. loglikelihood=-7392.265820078433    0.9948728274588574
 78:  .. loglikelihood=-7338.273702669938    0.9948826496284764
 79:  .. loglikelihood=-7285.410495761972    0.9949072050525241
 80:  .. loglikelihood=-7233.63829610544    0.9949366715613812
 81:  .. loglikelihood=-7182.920940275911    0.9949661380702384
 82:  .. loglikelihood=-7133.223904077807    0.9949906934942859
 83:  .. loglikelihood=-7084.514208928315    0.9950054267487145
 84:  .. loglikelihood=-7036.760334657863    0.9950496265120002
 85:  .. loglikelihood=-6989.932138216767    0.995103648444905
 86:  .. loglikelihood=-6944.000777822311    0.9951380260385717
 87:  .. loglikelihood=-6898.938642124441    0.9951576703778098
 88:  .. loglikelihood=-6854.719284002871    0.9951871368866669
 89:  .. loglikelihood=-6811.317358642307    0.9951871368866669
 90:  .. loglikelihood=-6768.7085655682995    0.9951969590562859
 91:  .. loglikelihood=-6726.869594343304    0.9952215144803336
 92:  .. loglikelihood=-6685.778073659683    0.9952509809891907
 93:  .. loglikelihood=-6645.412523577323    0.9952804474980479
 94:  .. loglikelihood=-6605.752310683172    0.9953148250917145
 95:  .. loglikelihood=-6566.7776059633325    0.9953295583461431
 96:  .. loglikelihood=-6528.469345195099    0.9953541137701907
 97:  .. loglikelihood=-6490.809191686134    0.9953786691942383
 98:  .. loglikelihood=-6453.779501193969    0.9953786691942383
 99:  .. loglikelihood=-6417.363288883539    0.995432691127143
100:  .. loglikelihood=-6381.544198176912    0.9954376022119525
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102:  .. loglikelihood=-6311.634921928171    0.9954768908904288
103:  .. loglikelihood=-6277.514908252186    0.9954867130600479
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105:  .. loglikelihood=-6210.873499591392    0.995526001738524
106:  .. loglikelihood=-6178.325330235939    0.9955505571625717
107:  .. loglikelihood=-6146.275104831459    0.9955554682473812
108:  .. loglikelihood=-6114.710561202616    0.9955652904170003
109:  .. loglikelihood=-6083.619852285316    0.9955751125866192
110:  .. loglikelihood=-6052.991528305242    0.9955800236714287
111:  .. loglikelihood=-6022.81451987066    0.9955849347562383
112:  .. loglikelihood=-5993.078121928154    0.9955947569258573
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975:  .. loglikelihood=-2022.666004730977    0.998020832821762
976:  .. loglikelihood=-2021.7318693393895    0.9980257439065715
977:  .. loglikelihood=-2020.799232347491    0.9980257439065715
978:  .. loglikelihood=-2019.8680898358446    0.9980257439065715
979:  .. loglikelihood=-2018.9384378993836    0.9980257439065715
980:  .. loglikelihood=-2018.0102726472965    0.9980257439065715
981:  .. loglikelihood=-2017.0835902030358    0.9980257439065715
982:  .. loglikelihood=-2016.1583867040138    0.9980257439065715
983:  .. loglikelihood=-2015.234658301948    0.9980257439065715
984:  .. loglikelihood=-2014.312401162332    0.9980257439065715
985:  .. loglikelihood=-2013.3916114647197    0.9980257439065715
986:  .. loglikelihood=-2012.472285402479    0.9980257439065715
987:  .. loglikelihood=-2011.554419182772    0.998030654991381
988:  .. loglikelihood=-2010.6380090265327    0.998030654991381
989:  .. loglikelihood=-2009.7230511683388    0.998030654991381
990:  .. loglikelihood=-2008.8095418563073    0.998030654991381
991:  .. loglikelihood=-2007.897477352186    0.998030654991381
992:  .. loglikelihood=-2006.986853931158    0.998030654991381
993:  .. loglikelihood=-2006.0776678818484    0.998030654991381
994:  .. loglikelihood=-2005.169915506179    0.998030654991381
995:  .. loglikelihood=-2004.263593119408    0.998030654991381
996:  .. loglikelihood=-2003.3586970499493    0.998030654991381
997:  .. loglikelihood=-2002.4552236395334    0.998030654991381
998:  .. loglikelihood=-2001.55316924274    0.998030654991381
999:  .. loglikelihood=-2000.6525302274372    0.998030654991381
1000:  .. loglikelihood=-1999.7533029743076    0.998030654991381
Writing name finder model ... done (1.888s)

Wrote name finder model to
path: C:\Users\James
Kosin\Documents\NetBeansProjects\thesis\DocCompare\enNameFinder.model

Testing Model....
Testing on eng.testa ....
Loading Token Name Finder model ... done (0.358s)
current: 152.0 sent/s avg: 152.0 sent/s total: 166 sent
current: 846.2 sent/s avg: 500.0 sent/s total: 1092 sent
current: 1047.4 sent/s avg: 652.5 sent/s total: 1975 sent
current: 1199.4 sent/s avg: 788.1 sent/s total: 3172 sent


Average: 792.3 sent/s
Total: 3251 sent
Runtime: 4.103s

Precision: 0.8601818493738206
Recall: 0.8438236284079434
F-Measure: 0.8519242205420101
Testing on eng.testb ....
Loading Token Name Finder model ... done (0.359s)
current: 146.9 sent/s avg: 146.9 sent/s total: 149 sent
current: 967.5 sent/s avg: 565.5 sent/s total: 1191 sent
current: 990.1 sent/s avg: 693.1 sent/s total: 2087 sent


Average: 903.7 sent/s
Total: 3454 sent
Runtime: 3.822s

Precision: 0.8036415565869333
Recall: 0.7970963172804533
F-Measure: 0.8003555555555556


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