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Part III The Nearest-Neighbor Classifier

Part III The Nearest-Neighbor Classifier. NASA Space Program. Outline. Training and test data accuracy The nearest-neighbor classifier. Classification Accuracy. Say we have N feature vectors Say we know the true class label for each feature vector

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Probability density estimation

Probability density estimation. Neural networks Lecture 4. Why? If we can estimate p( x ) we can estimate the class conditional probabilities P( x , | C i ) and so work out optimal (Bayesian) decision boundary . There are 3 styles of probability density estimation:

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Optimal k value - PowerPoint PPT Presentation

Part III The Nearest-Neighbor Classifier

Probability density estimation