One of the difficult aspects of trying to predict CS points is how to evaluate the performance of the learner since switching is intrinsically motivated and there are no forced switches (Sankoff, 1998b).
standard classification measures for this task such as precision, recall, F-measure, or accuracy, are not the best approach for measuring the effectiveness of a CS predictor.