In this exercise, you will be using support vector machines (SVMs) to build a spam classifier. Before starting on the programming exercise, we strongly recommend watching the video lectures and ...

In this paper, we propose a new version of support vector machine named biased p-norm support vector machine (BPSVM) involved in learning from positive and unlabeled examples. BPSVM treats the ...

In many applications, the mistakes made by an automatic classifier are not equal, they have different costs. These problems may be solved using a cost-sensitive learning approach. The main idea is not ...

Support Vector Machine (SVM) is a supervised machine learning algorithm. SVM is commonly used for classification when some of the data is already classified (e.g. heart-attack vs not heart-attack).