Multiclass Classification Using SVM - Analytics Vidhya

Handwritten digit classification is one of the multiclass classification problem statements. In this article, we'll introduce the multiclass classification using Support Vector Machines (SVM). We'll first see what exactly is meant by multiclass classification, and we'll discuss how SVM is applied for the multiclass classification problem. "How can you extend a binary classifier to a multi-class classifier in case of SVM algorithm?" Multiclass Classification: In this type of classification, the machine learning model should classify an instance as only one of three classes or more.