A new classifier called CABLE-kNN caches local neighborhood evidence during training and neutralizes class priors, beating ordinary kNN on imbalanced binary datasets while accelerating prediction by ...

Introduction to core machine learning models and algorithms for classification, regression, dimensionality reduction and clustering. The course will cover the mathematical foundations behind the most ...

Students interested in mathematics, technology and problem-solving can consider data analytics and data science as alternatives to a conventional Computer Science Engineering degree. Although the two ...