Improving SVM performance through data reduction and misclassification analysis with linear programming
{{output}}
In the dual optimization problem behind Support Vector Machine (SVM), each data point corresponds to a decision variable. Therefore, removing data points is equivalent to reducing the dimensionality of the dual problem, leading to a more efficient optimization... ...
