README.md

Cross-platform Persian Parts-of-Speech tagger

This is another persian POS tagger can be used in any operating system.

Sample

from POS.POSTagger import POSTagger

pos_tagger = POSTagger("model/perpos.model")
tokens = "حلقه محاصره تروریست‌ها در جنوب سوریه تنگتر شد".split()
pos_tagger.parse(tokens)

Evaluation

                precision   recall      f1-score   support

      N         0.985       0.970       0.977       186585
      P         0.998       0.998       0.998       89450
      V         0.999       0.999       0.999       87762
    ADV         0.976       0.972       0.974       15983
   ADVe         0.988       0.978       0.983       1053
    RES         0.989       0.992       0.991       2784
   RESe         1.000       0.989       0.994       174
    DET         0.973       0.977       0.975       19786
   DETe         0.960       0.970       0.965       2156
     AJ         0.978       0.975       0.977       61526
    AJe         0.949       0.964       0.957       19919
     CL         0.932       0.918       0.925       1892
    INT         1.000       1.000       1.000       73
   CONJ         0.996       0.997       0.997       74796
  CONJe         1.000       1.000       1.000       82
  POSTP         1.000       1.000       1.000       13174
    PRO         0.973       0.974       0.973       23094
   PROe         0.878       0.579       0.698       273
    NUM         0.988       0.992       0.990       24864
   NUMe         0.932       0.918       0.925       2519
   PUNC         1.000       1.000       1.000       84088
     Ne         0.970       0.985       0.977       163760
     Pe         0.986       0.992       0.989       10004
  --------------------------------------------------------
avg/total       0.985      0.985        0.985       885797