no code implementations • 19 Jul 2019 • Abdul Karim, Jaspreet Singh, Avinash Mishra, Abdollah Dehzangi, M. A. Hakim Newton, Abdul Sattar
Prediction of toxicity levels of chemical compounds is an important issue in Quantitative Structure-Activity Relationship (QSAR) modeling.
no code implementations • 26 Jan 2019 • Abdul Karim, Avinash Mishra, M. A. Hakim Newton, Abdul Sattar
Lately, it achieved significant progress in accuracy but using a huge set of features, implementing a complex blackbox technique such as a deep neural network, and exploiting enormous computational resources.
no code implementations • 18 Jul 2018 • Abdul Karim, Avinash Mishra, MA Hakim Newton, Abdul Sattar
The term "interpretability" is oftenly used by machine learning researchers each with their own intuitive understanding of it.