result.txt

通过隐马尔可夫模型做词性标注,即给定一个句子,得到它的最优词性序列

line374      13    13     1
line375      11    13     0.846154
line376      16    16     1
line377      11    11     1
line378      7    7     1
line379      13    14     0.928571
line380      14    14     1
line381      16    17     0.941176
line382      15    15     1
line383      14    14     1
line384      6    8     0.75
line385      10    10     1
line386      19    19     1
line387      8    9     0.888889
line388      20    21     0.952381
line389      9    10     0.9
line390      14    14     1
line391      13    14     0.928571
line392      9    9     1
line393      17    17     1
line394      23    23     1
line395      12    13     0.923077
line396      20    21     0.952381
line397      14    14     1
line398      13    13     1
line399      15    15     1
line400      17    17     1
line401      34    34     1
line402      9    9     1
line403      5    6     0.833333
line404      8    8     1
line405      9    11     0.818182
line406      20    20     1
line407      13    13     1
line408      20    21     0.952381
line409      8    8     1
line410      11    11     1
line411      20    21     0.952381
line412      13    13     1
line413      7    10     0.7
line414      14    14     1
line415      14    14     1
line416      11    11     1
line417      6    6     1
line418      12    12     1
line419      6    7     0.857143
line420      11    11     1
line421      6    7     0.857143
line422      5    5     1
line423      2    3     0.666667
line424      11    11     1
line425      7    8     0.875
line426      14    14     1
line427      14    14     1
line428      4    4     1
line429      7    7     1
line430      11    11     1
line431      7    9     0.777778
line432      22    24     0.916667
line433      17    17     1
line434      15    15     1
line435      18    19     0.947368
line436      7    7     1
line437      13    14     0.928571
line438      14    14     1
line439      13    13     1
line440      14    14     1
line441      10    10     1
line442      8    8     1
line443      6    6     1
line444      12    12     1
line445      16    16     1
line446      16    17     0.941176
line447      15    16     0.9375
line448      8    8     1
line449      23    23     1
line450      29    30     0.966667
line451      17    17     1
line452      9    9     1
line453      7    7     1
line454      7    7     1
line455      15    17     0.882353
line456      14    14     1
line457      7    7     1
line458      11    12     0.916667
line459      10    10     1
line460      32    33     0.969697
line461      12    13     0.923077
line462      14    14     1
line463      7    8     0.875
line464      19    19     1
line465      14    16     0.875
line466      21    21     1
line467      28    28     1
line468      14    14     1
line469      12    12     1
line470      18    18     1
line471      32    35     0.914286
line472      13    13     1
line473      22    22     1
line474      19    20     0.95
line475      29    30     0.966667
line476      15    17     0.882353
line477      13    13     1
line478      9    9     1
line479      7    7     1
line480      7    7     1
line481      12    12     1
line482      7    8     0.875
line483      14    14     1
line484      13    13     1
line485      17    18     0.944444
line486      25    25     1
line487      23    24     0.958333
line488      17    17     1
line489      14    14     1
line490      11    11     1
line491      13    13     1
line492      18    19     0.947368
line493      18    18     1
line494      16    17     0.941176
line495      30    33     0.909091
line496      8    9     0.888889
line497      16    16     1
line498      8    8     1
line499      20    21     0.952381
line500      15    15     1
line501      13    14     0.928571
line502      30    30     1
line503      12    13     0.923077
line504      15    15     1
line505      20    20     1
line506      23    23     1
line507      15    15     1
line508      19    19     1
line509      12    12     1
line510      18    18     1
line511      11    12     0.916667
line512      13    13     1
line513      10    10     1
line514      8    8     1
line515      8    9     0.888889
line516      17    17     1
line517      17    17     1
line518      16    16     1
line519      11    11     1
line520      14    14     1
line521      6    6     1
line522      9    9     1
line523      11    12     0.916667
line524      23    24     0.958333
line525      9    9     1
line526      8    8     1
line527      8    8     1
line528      7    7     1
line529      8    9     0.888889
line530      20    20     1
line531      8    8     1
line532      11    11     1
line533      9    10     0.9
line534      18    19     0.947368
line535      10    10     1
line536      12    14     0.857143
line537      12    12     1
line538      15    16     0.9375
line539      14    15     0.933333
line540      13    14     0.928571
line541      13    13     1
line542      16    17     0.941176
line543      15    15     1
line544      19    19     1
line545      27    29     0.931035
line546      6    7     0.857143
line547      9    10     0.9
line548      10    10     1
line549      15    15     1
line550      7    7     1
line551      38    40     0.95
line552      26    26     1
line553      69    74     0.932432
line554      27    30     0.9
line555      16    16     1
line556      18    19     0.947368
line557      19    19     1
line558      16    17     0.941176
line559      20    20     1
line560      12    12     1
line561      16    16     1
line562      8    8     1
line563      18    18     1
line564      15    15     1
line565      44    45     0.977778
line566      9    9     1
line567      8    10     0.8
line568      8    8     1
line569      14    14     1
line570      20    22     0.909091
line571      12    12     1
line572      12    13     0.923077
line573      25    25     1
line574      26    27     0.962963
line575      14    15     0.933333
line576      20    20     1
line577      14    14     1
line578      16    18     0.888889
line579      13    14     0.928571
line580      25    25     1
line581      16    16     1
line582      49    54     0.907407
line583      15    16     0.9375
line584      17    17     1
line585      19    19     1
line586      4    4     1
line587      16    16     1
line588      12    13     0.923077
line589      15    16     0.9375
line590      10    12     0.833333
line591      12    12     1
line592      8    8     1
line593      5    5     1
line594      14    14     1
line595      25    25     1
line596      5    5     1
line597      22    22     1
line598      8    10     0.8
line599      20    20     1
line600      12    12     1
line601      6    6     1
line602      10    10     1
line603      9    11     0.818182
line604      9    9     1
line605      16    16     1
line606      29    31     0.935484
line607      12    13     0.923077
line608      7    9     0.777778
line609      17    17     1
line610      5    5     1
line611      8    8     1
line612      11    11     1
line613      23    23     1
line614      18    19     0.947368
line615      13    14     0.928571
line616      44    45     0.977778
line617      17    17     1
line618      10    10     1
line619      6    8     0.75
line620      14    14     1
line621      20    20     1
line622      16    16     1
line623      16    16     1
line624      8    9     0.888889
line625      15    15     1
line626      13    14     0.928571
line627      21    22     0.954545
line628      9    9     1
line629      20    21     0.952381
line630      24    24     1
line631      14    14     1
line632      8    8     1
line633      11    11     1
line634      10    10     1
line635      19    20     0.95
line636      9    9     1
line637      7    8     0.875
line638      9    10     0.9
line639      7    9     0.777778
line640      11    11     1
line641      5    5     1
line642      15    15     1
line643      8    10     0.8
line644      25    25     1
line645      12    12     1
line646      9    9     1
line647      9    9     1
line648      11    11     1
line649      11    12     0.916667
line650      7    7     1
line651      12    13     0.923077
line652      14    15     0.933333
line653      22    22     1
line654      10    10     1
line655      15    16     0.9375
line656      9    9     1
line657      14    14     1
line658      10    10     1
line659      22    22     1
line660      14    15     0.933333
line661      8    8     1
line662      14    15     0.933333
line663      18    18     1
line664      6    7     0.857143
line665      27    28     0.964286
line666      8    8     1
line667      11    11     1
line668      15    15     1
line669      11    11     1
line670      13    16     0.8125
line671      9    9     1
line672      24    24     1
line673      15    16     0.9375
line674      9    9     1
line675      15    15     1
line676      13    13     1
line677      9    9     1
line678      11    11     1
line679      15    16     0.9375
line680      27    28     0.964286
line681      22    22     1
line682      13    14     0.928571
line683      13    13     1
line684      47    47     1
line685      8    8     1
line686      12    12     1
line687      8    8     1
line688      17    18     0.944444
line689      12    12     1
line690      12    12     1
line691      11    11     1
line692      24    24     1
line693      6    7     0.857143
line694      10    11     0.909091
line695      19    19     1
line696      6    7     0.857143
line697      9    10     0.9
line698      10    10     1
line699      17    17     1
line700      9    9     1
line701      17    17     1
line702      14    14     1
line703      22    22     1
line704      17    18     0.944444
line705      15    16     0.9375
line706      13    13     1
line707      24    24     1
line708      13    13     1
line709      9    9     1
line710      9    9     1
line711      16    16     1
line712      15    16     0.9375
line713      9    9     1
line714      9    10     0.9
line715      6    11     0.545455
line716      4    8     0.5
line717      8    12     0.666667
line718      1    6     0.166667
line719      6    14     0.428571
line720      3    11     0.272727
line721      3    8     0.375
line722      8    17     0.470588
line723      5    8     0.625
line724      7    13     0.538462
line725      7    13     0.538462
line726      4    12     0.333333
line727      10    14     0.714286
line728      8    16     0.5
line729      12    14     0.857143
line730      2    8     0.25
line731      5    16     0.3125
line732      19    23     0.826087
line733      3    8     0.375
line734      7    13     0.538462
line735      3    8     0.375
line736      3    10     0.3
line737      4    7     0.571429
line738      4    8     0.5
line739      9    17     0.529412
line740      6    10     0.6
line741      2    5     0.4
line742      4    7     0.571429
line743      4    6     0.666667
the totla pro of correct is 10351/10888=0.95068