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1 article for “Java script object notation”

• Published Subscription 7 Feb 2019

  A New Evaluation Index for Application of Machine Learning Algorithms to Determine Trust in Skewed Social Media Data

  By Shifaa Basharat Fazili, Dr. Manzoor Chachoo

  Abstract: In this paper we study the problem of accuracy paradox which arises on the application of machine learning algorithms for inference of trust in skewed social media data. Skewness is defined as the under representation of one class over another in a binary classification problem. We achieved our purpose of identifying the accuracy paradox problem in various algorithms by identifying a new evaluation index called predictive index. The dataset used …

  Published in Journal of Artificial Intelligence Research & Advances · Vol. 5, Issue 3, 2018 · pp. 49–57 Read article →