Continuous time Bayesian network classifiers

► A new class of continuous time Bayesian network classifiers is defined. ► Algorithms for continuous time Bayesian classifiers are developed. ► Real-time feedback to patients undergoing motor rehabilitation is studied. ► Continuous time naive Bayes outperforms DTW and OE-DTW on motor rehabilitation.