Similarity metric: Contribution of categorical features.

Empirical probability of a category c versus adjusted probability, given that the data point is in the subset of nearest neighbours of a datapoint xe with the same category c. The increase in the adjusted probability reflects the importance of a given category in the similarity assessment. Longer durations of morning stiffness and gender have the strongest impact on the similarity assessment.