AMP prediction models were developed using the Kreȋn-SVM algorithm in conjunction with sequence alignment functions, which we formally define in this section. We initially describe the more familiar SVM, before moving on to the Kreȋn-SVM. We then define the Levenshtein distance and the local alignment score. Finally, we describe our computational and microbiological methodology.