Design and Implementation of a Machine Learning-Based Authorship Identification Model

Table 8

Unsupervised classification of author documents on instance-based n-grams Urdu dataset.

Authors	Precision	Recall	F1 measure
Asad Ullah Ghalib	0.94	0.98	0.96
Dr. Muhammad Ajmal Niazi	0.96	0.99	0.98
Dr. Tauseef Ahmad Khan	0.97	0.99	0.98
Haroon Ur Rashid	0.91	0.96	0.94
Irshad Ahmad Arif	0.81	0.88	0.84
Irshad Ansari	0.99	0.97	0.98
Javed Chaudhary	0.98	0.97	0.97
Karnal R Ikram Ullah	0.87	0.82	0.85
Khursheed Nadeem	0.95	0.96	0.96
Nawaz Raza	0.99	0.82	0.90
Nazeer Naji	0.83	0.89	0.86
Qayyum Nizami	1.00	0.95	0.97
Average	0.931	0.929	0.930