Bar Plot from Scientific Research

The process for scaling and aggregating metrics using the scIB pancreas dataset as an example. The real baseline methods and theoretical Good and Bad methods are shown. First, the metrics are measured, and then the values are scaled using the baseline ranges. Scaled values greater than one or less than zero are possible if a method performs better or worse than the baselines. Average scores for each metric type are computed, and the overall score is calculated as a weighted average of the category scores using the equation below.

DOI