Improving importance estimation in covariate shift for providing accurate prediction error

Laura Fdez-Díaz, Sara González Tomillo, Elena Montañés +1

In traditional Machine Learning, the algorithms predictions are based on the assumption that the data follows the same distribution in both the training and the test datasets. Howe…