Implementantion of K-Nearest Neighbors for a class of AI in Universidade Federal de Sergipe. Project developed using Java and Eclipse, database from UCI(https://archive.ics.uci.edu/ml/) included and Accuracy, Recall, Precision and F-measure to measure the implementation.