Machine Learning, Generalization, Regularization, Overfitting, Bias.
exponential relationship with a linear model — it can simply not adequately capture that relationship. Just try a different, more flexible model in that case. You may also call this underfitting, with a slightly different connotation, though. Unlike bias, underfitting would imply that the model has