We observe the following data corresponding to two classes:

Prior probabilities of class1 and class2 are equal to each other.

• a) Develop K-means clustering models with K=2 for each class.
• We observe a new vector ⎣⎢⎡100⎦⎥⎤. Determine the class of this new vector using the K-means clustering means in part a).
   

Transcribed Image Text:

Class1 Class 2 1 0 AA 1 AAAA 1 1 Class1 Class 2 1 0 AA 1 AAAA 1 1

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Kmeans clustering models with K2 for each class Assuming that the data is centered we can initialize ... View the full answer