Such dilemma inspires this study to develop an NVM-friendly bagging strategy for the random forest algorithm, in order to trade the “randomness” of the sampled data for the reduced data movements in ...

In addition, we compare the training time of different machine learning algorithm and find RF (Random Forest) has a short training time meanwhile maintains similar prediction accuracy and is thus more ...

School of Mathematics and Computing Science, Guilin University of Electronic Technology, Guilin 541004, P. R. China School of Information and Software Engineering, University of Electronic Science and ...