The core objective of this project was to analyze the impact of noise and outliers on Support Vector Machines (SVM) and implement an updated Sequential Minimal Optimization (SMO) algorithm ...

Microsoft Research conducts fundamental science and technology research across a spectrum of research areas. With labs around the globe we pursue breakthroughs across the computing and AI stack to ...

Accurate crop classification, crucial for a macro-level understanding of food production, formulating relevant agricultural policies, and predicting comprehensive agricultural productivity, enables ...