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A set of integers {11, 22, 3, 12, 1, 23, 21, 13, 2} is given. a. Partition this given integer set into three clusters using K-means clustering, with the following criteria: i. The distance metric is Euclidean distance. ii. The initial means for the three clusters are 1, 2 and 3 respectively (i.e. initial mean for cluster 1 is 1, initial mean for cluster 2 is 2 and that for cluster 3 is 3). iii. The algorithm terminates when the means converge (i.e. the means are identical to those at the last iteration). Show clearly all the steps by giving the mean and its members for each cluster at every iteration. (3 marks) b. If condition (ii) is changed in the sense that the initial means can be selected arbitrarily, then is it possible to yield clusters better than those obtained in (a)? If yes, suggest the best clusters (no need to show the steps). What can we say about the K-means algorithm from this?
1. Determine the number of conditions possible for a binary code
The mind body dualism, in philosophy, maintains that mind and the brain are 2-distinct categories and one cannot be explained in terms of the other, Mental phenomena are not physical and cannot be explained in physical terms.
Pproblems generated by going directly to manager with questions regarding data dictionary entries? Describe to the team member how he can better collect information for the data dictionary.
What are the data limitations that occur when creating cookies from JavaScript® language? How can these limitations be overcome?
Discuss and explain how the theory designates the team member roles and responsibilities also discuss how Maslow's Hierarchy of Needs applies to professional work dynamics.
Calculate the access time when there is cache miss? Suppose that cache waits until line has been fetched from main memory and then re-executes for a hit.
Find the grammar generated by the language L=(a^i b^j | i!= j)
Submit your programs by email. The program should have as many comments as necessary. The top comments should explain how to run and test the program. If any two assignments have the same code, zero marks will be assigned to the assignments.
How would you use one of the standard MIB objects to determine which one of the stations in a LAN is functioning as a bridge to the external network?
In this version, there are C(6+3-1,3) = 56 different outcomes in Chuck-a-Luck. Order doesn't matter, just the number's that come up. Out of those 56, how many outcomes have at least one 1?
Take a look at the following program -- #include using namespace std; int main( ) { char name[100]; //declare a character array cout > name; cout
Sometimes when writing code, we need to cast a data type to a different data type. For example, you might need to change an int to a double or vice versa.
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