cost sensitive
â¢ AdaCost is a cost-sensitive boosting method intended to. reduce the cumulative cost of misclassification. â¢ Experiments show potential for significant reduction in. misclassification cost. â¢ Boosting methods provide a score, but assign equal. weights to all classification errors.