Twin support vector machine (TSVM) is an emerging machine learning model with versatile applicability in classification and regression endeavors. Nevertheless, TSVM confronts noteworthy challenges: 1) ...

This paper presents active set support vector regression (ASVR), a new active set strategy to solve a straightforward reformulation of the standard support vector regression problem. This new ...

data-science machine-learning linear-regression machine-learning-algorithms naive-bayes-classifier logistic-regression decision-trees support-vector-machines machine-learning-from-scratch ...