Evaluating link prediction: New perspectives and recommendations

Bhargavi Kalyani, A Rama Prasad Mathi, Niladri Sett

Link prediction (LP) is an important problem in network science and machine learning research. The state-of-the-art LP methods are usually evaluated in a uniform setup, ignoring se…