C-Regularization Support Vector Machine for Seed Geometric Features Evaluation

People have been utilizing Support Vector Machine (SVM) to tackle the problem of data mining and machine learning related to many practicalities. However, for some training set of multi-group which presents unbalance of the number of samples, a classifier model trained by C-SVM always results in some unbalanced error-rates. Grounded upon analysis of… CONTINUE READING