Lazy Learning

Editorial.- Locally Weighted Learning.- Locally Weighted Learning for Control.- Voting over Multiple Condensed Nearest Neighbors.- Tolerating Concept and Sampling Shift in Lazy Learning Using Prediction Error Context Switching.- Discretisation in Lazy Learning Algorithms.- Intelligent Selection of Instances for Prediction Functions in Lazy Learning Algorithms.- The Racing Algorithm: Model Selection for Lazy Learners.- Context-Sensitive Feature Selection for Lazy Learners.- Computing Optimal Attribute Weight Settings for Nearest Neighbor Algorithms.- A Review and Empirical Evaluation of Feature Weighting Methods for a Class of Lazy Learning Algorithms.- Lazy Acquisition of Place Knowledge.- A Teaching Strategy for Memory-Based Control.- Lazy Incremental Learning of Control Knowledge for Efficiently Obtaining Quality Plans.- IGTree: Using Trees for Compression and Classification in Lazy Learning Algorithms.