Instance-Based Learning

• Instance-Based Learning
• K-Nearest Neighbor Learning
• K-Nearest Neighbor Algorithm
• K-Nearest Neighbor Hypothesis Space
• Distance Weighted Nearest Neighbor Algo
• Remarks on k-nearest neighbor
• Locally Weighted Regression
• Remarks on Locally Weighted Regression
• Radial Basis Functions
• Radial Basis Function Network
• Case Based Reasoning
• CADET system
• Problems with Case Based Reasoning
• Lazy Versus Eager Learning
• Summary