Second parallel and distributed computing of SVM for incremental dataset to show significant enhancement in the computation time. We apply parallel Cascade and Distributed SVM to various real-world ...

Modern hardware is multi-core. It is crucial for Python to provide high-performance parallelism. This talk will expose to both data-scientists and library developers the current state of affairs and ...

Abstract: The Support Vector Machine (SVM) is a popular classification algorithm and is known for its generalization properties in machine learning. In this paper, we propose parallel implementation ...