Cost-Sensitive Deep Learning with Layer-Wise Cost Estimation
Cost-Sensitive Deep Learning with Layer-Wise Cost Estimation
While deep neural networks have succeeded in several applications, such as image classification, object detection, and speech recognition, by reaching very high classification accuracies, it is important to note that many real-world applications demand varying costs for different types of misclassification errors, thus requiring cost-sensitive classification algorithms. Current models of …