Machine Learning, Data Science, Deep Learning, TensorFlow, Towards Data Science.
model will overfit the samples with the highest values in order to reduce metrics such as mean absolute error. However, what you may actually want is to treat the samples with similar weighting, and to use an error metric such as relative error that reduces the importance of fitting the samples