KNearest Neighbors
Definition of KNearest Neighbors as it relates to Technology, Artificial Intelligence, Artificial Intelligence Algorithms, Explainable AI
KNearest Neighbors is an algorithm within Explainable AI, focusing on simplicity and interpretability. It works by finding the 'k' nearest data points to a given query point in a dataset, then classifying the query based on the majority class of those neighbors. This process mirrors human decision-making, providing transparency and ease of understanding. The algorithm is widely applicable across various fields, making it an essential tool in the AI Algorithms hierarchy under Explainable AI and Technology at large.