The K nearest neighbors (KNN) algorithm is indeed well suited for building trainable machine learning models. KNN is a non-parametric algorithm that can be used for both classification and regression tasks. It is a type of instance-based learning, where new instances are classified based on their similarity to existing instances in the training data. KNN