Given a set of desired proportions of predicted outcomes, what is the error rate for each of those models?
Usage
asymmetric_cost_explorer_cross_validated(phat, ybin, K_CV = 5, ...)
Arguments
- phat
The vector of probability estimates to be thresholded to make a binary decision
- ybin
The true binary responses
- K_CV
We wish to fit the phat thresholds out of sample using this number of folds. Default is 5.
- ...
Other parameters to be passed into the asymmetric_cost_explorer function
Value
A table with column 1: proportions_desired, column 2: actual proportions (as close as possible), column 3: error rate, column 4: probability threshold.
