Ch 1. Introduction (Latter) Pattern Recognition and Machine Learning, C. M. Bishop, 2006....

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3(C) 2006, SNU Biointelligence Lab, 1.4 The Curse of Dimensionality The High Dimensionality Problem Ex. Mixture of Oil, Water, Gas - 3-Class (Homogeneous, Annular, Laminar) - 12 Input Variables - Scatter Plot of x6, x7 - Predict Point X - Simple and Naïve Approach