Can ROC Curves be Used for Multiclass Toxicological Data?
While ROC curves are primarily used for binary classification, they can be adapted for multiclass toxicological data through strategies such as One-vs-All or One-vs-One approaches. These methods involve generating multiple ROC curves, each representing a binary comparison between one class and all others, allowing for a detailed evaluation of test performance across multiple toxicological outcomes.
