Research Article
Design and Implementation of a Machine Learning-Based Authorship Identification Model
Table 11
Unsupervised classification of author documents on instance-based n-grams PAN12 dataset I.
| | Authors | Precision | Recall | F1 measure |
| | candidate00001 | 1 | 1 | 1 | | candidate00002 | 0.5 | 1 | 0.67 | | candidate00003 | 1 | 1 | 1 | | candidate00004 | 1 | 1 | 1 | | candidate00005 | 0 | 0 | 0 | | candidate00006 | 1 | 1 | 1 | | candidate00007 | 0 | 0 | 0 | | candidate00008 | 1 | 1 | 1 | | candidate00009 | 1 | 1 | 1 | | candidate00010 | 0.33 | 1 | 0.5 | | candidate00011 | 0 | 0 | 0 | | candidate00012 | 1 | 1 | 1 | | candidate00013 | 1 | 1 | 1 | | candidate00014 | 1 | 1 | 1 | | Average | 0.70 | 0.79 | 0.73 |
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