Lecture 02: Machine Learning for Language Technology – Decision Trees and Nearest Neighbors
In this lecture, we talk about two different discriminative machine learning methods: decision trees and k-nearest neighbors. Decision trees are hierarchical structures. k-Nearest neighbors are based on two principles: recollection and resemblance.