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Dealing with missing data
Suppose that you use a Gaussian discriminant classifier, in which you model explicitly P(y = 1) (using a binomial) and P(x|y = 0) and P(x|y = 1). The latter have distinct means µ0 and µ1, and a shared covariance matrix Σ (a frequent assumption in practice). Suppose that you are asked to classify an example for which you know inputs x1, . . . xn-1, but the value of xn is missing. In practice, a common approach in this case is to "fill in" the value of xn by its class-conditional means, E(xn|y = 0)and E(xn|y = 1). Using the log-odds ratio, give a mathematical justification for this approach.
Let the input be in form of two arrays one contains the symbols (T and F) in order and other contains operators (&, | and ^}
This week, you will prepare a research report summarizing the capability and features of three well-known NMSs.
Your router has the following IP address on Ethernet0: 172.16.2.1/23. Which of the following can be valid host IDs on the LAN interface attached to the router? 172.16.1.100 172.16.1.198 172.16.2.255 172.16.3.0
Problem 1. For the following set of points, the initial centroid, and the cutoff distance of 4, do the following operations: 1) find the clusters; 2) update the centroid value; 3) find the distance between the centroid and the cluster, and update th..
What is Authentication Header and how it provides the protection to IP header?
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Assume that you want to create a database to store information about your music collection. You want to be able to query the database for each of the following attributes: • A particular title (for example, Tapestry or Beethoven's Fifth Symphony) • A..
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computer calculate the following: (a) What is the L2 read miss penalty? (b) What is the L1 read miss penalty? (c) What is the read penalty (L1 and L2 cache)? (d) Assume 33% (1/3) loads, and everything else is ideal. What is the CPI? (e) What would th..
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