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# homework1 - CS573 Homework 1 Due date Thursday September 9...

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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 selecting an apple? If we observe that the selected fruit is in fact an orange, what is the

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homework1 - CS573 Homework 1 Due date Thursday September 9...

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