homework1 - CS573: Homework 1 Due date: Thursday September...

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CS573: Homework 1 Due date: Thursday September 9, start of class 1 Elements of Data Mining (5 pts) Read the following paper at a high-level (don’t worry about the low-level details): M. Deodhar and J. Ghosh (2006). Consensus Clustering for Detection of Overlapping Clusters in Microarray Data. Proceedings of the ICDM 2006 Workshop on Data Mining in Bioinformatics (DMB 2006) . (http://www.ideal.ece.utexas.edu/papers/deodhar06overlap.pdf) Identify the following components of the work: 1. The task 2. The data representation 3. The knowledge representation 4. The learning technique (search method + scoring function) 5. The inference technique (if applicable) and evaluation method 2 Probability (3 pts) Suppose that we have three colored boxes r (red), b (blue), and g (green). Box r contains 3 apples, 4 oranges, and 3 limes; box b contains 1 apple, 1 orange, and 0 limes; box g contains 3 apples, 3 oranges, and 4 limes. If a box is chosen at random with probabilities p ( r ) = 0 . 2 ,p ( b ) = 0 . 2 ,p ( g ) = 0 . 6, and a piece of fruit is removed from the box (with equal probability of selecting any of the items in the box), then what is the probability of
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This note was uploaded on 03/13/2012 for the course CS 573 taught by Professor Staff during the Fall '08 term at Purdue University-West Lafayette.

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homework1 - CS573: Homework 1 Due date: Thursday September...

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