In the stratified sampling example above, stratify=y ensures that the distribution of the target variable 'y' is maintained in both the training and testing sets. These are just basic examples, and ...

Abstract: The rise in chronic diseases and the aging of the population led to an increase in the demand for remote healthcare systems that employ biosensors to monitor people’s health status. The ...

Abstract: In this paper, we consider data-sampling controllability of multi-agent systems (MASs), where the interconnection topology is directed and weighted and the nodes have generic linear kinetic ...

The code implemented here runs on MPI with nodes accessible via passwordless ssh. The input is assumed to be VTK image file with 3 dimensions, and the sampled point cloud is stored in the VTP format.

How can we be sure that there is sufficient data for our model, such that the predictions remain reliable on unseen data and the conclusions drawn from the fitted model would not vary significantly ...