Fig. 1

Pseudocode and diagram of monotonic feature transformation algorithm. x-axis is the value of the jth feature, y-axis is the percentile values of the jth feature in a dataset. Blue and orange lines are the cumulative distribution of the jth feature in the wearable dataset and the hospital dataset respectively.