no code implementations • 10 Jun 2023 • Muhammad Ishaq, Laila iftikhar, Majid Khan, Asfandyar Khan, Arshad Khan
Our experiments showed that the machine learning algorithms were able to achieve good performance in predicting and imputing the missing values, with some variations depending on the specific dataset and missing value pattern.
no code implementations • 23 Jan 2019 • Maksim Tsikhanovich, Malik Magdon-Ismail, Muhammad Ishaq, Vassilis Zikas
We apply our methodology to two major ML algorithms, namely non-negative matrix factorization (NMF) and singular value decomposition (SVD).