fixed the conversion criteria for the autosearch this version finds the same cv values as the grid search when with 10 fold cv and 400 fold replicates
this version passed sanity check using using the same dataset replicated 4 times showing that tau_d (drug-level precision) > tau_p (pathology-level precision)