A Support Vector Machine (SVM) is a discriminative classifier formally defined by a separating hyperplane. In other words, given labeled training data (supervised learning), the algorithm outputs an ...

SVM machine learning algorithm falls under supervised learning. SVM falls under the classification category. In SVM, the data set that we process will have a set of features in each example along with ...

Currently, misleading findings during data mining are mostly caused by the dirty data including that caused by mistakes of inconsistent examples. A reduction-based algorithm for helping us to check ...