-of-the-art classification methods. Moreover, a boosting algorithm is applied to this classification method. In addition, a simple procedure to …

problem, we proposed balanced gradient boosting (BalaBoost) which reformulates gradient boosting to avoid the overfitting to … outperformed the representative supervised learning algorithms, i.e., gradient boosting, Random Forests and Support Vector Machine …

-of-the-art classification methods. Moreover, a boosting algorithm is applied to this classification method. In addition, a simple procedure to …