The KNN.Train () method is different from the train methods of most machine learning classification algorithms. The KNN.Train () method loads the training and test data into memory, but Train () doesn ...

The k-nearest neighbors (k-NN) algorithm is a technique for machine learning classification. The k-NN technique can be used for binary classification (predict where there are exactly two possible ...

Previous work uses Time-Parameterized kNN (TPkNN) queries to construct the safe region. In this paper, the authors present an efficient technique to construct safe regions by using much cheaper ...