A Survey of Learning Curves with Bad Behavior: or How More Data Need Not Lead to Better Performance

Marco Loog, Tom Viering

Plotting a learner's generalization performance against the training set size results in a so-called learning curve. This tool, providing insight in the behavior of the learner, is…