Model feature importance. (A) Global model feature importance. (B) For individuals, features in blue decrease the probability of a given diagnosis, while features in red increase it. The size of the red or blue bar for a given feature reflects its relative contribution. The probability for each diagnosis is given in the “output value,” as a number between zero and one.