Improving the Coding Efficiency using Support Vector Machine Classifier Code Prediction

Classification is the problem of identifying a set of categories to a new comment .To improve the efficiency of the code quality binary classifier is applied for evaluation. The binary classifier predicts the number of classes with lesser accuracy, and limited number of classes. To address this problem, support vector machine classifier is used, which helps in detecting the false positive rate, in order to improve the code quality and the accuracy.