A two-class classifier implemented in Python using the nearest-neighbor machine learning algorithm. Also includes a main function to estimate the classifier's performance on a multivariate synthetic data set and a real breast cancer data set from UCI's machine learning repository (http://archive.ics.uci.edu/ml/datasets/Breast+Cancer+Wisconsin+%28Diagnostic%29).