Start free trial
Take Naologic for a spin today, no credit card needed and no obligations.
Start free trial

Support-Vector Machines - Why is SVM not popular?


The Support Vector Machine (SVM) algorithm's lack of effectiveness in specific scenarios has limited its appeal. Typically, SVM is computationally expensive when dealing with big data sets, which diminishes its effectiveness. Since SVM relies on finding a clear boundary between classes, it could struggle to handle datasets that have a lot of noise or overlapping classes.