First release of package Binclass-tools.
Features:
- Powerful interactive charts that simplify the analysis of a binary classifier's performance, including any amounts and costs associated with individual observations.
- A set of functions that return the values of metrics useful for measuring the performance of a binary classifier, for each threshold value if dependent on it.
- A set of functions to find the optimal threshold value calculated on both the most popular metrics associated with the binary classifier under analysis, and any costs associated with each of the 4 categories in the confusion matrix.
- A set of generic wrappers that help the analyst in daily operations dealing with binary classifications.