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In the presentation of a data set made up of an aggregate of several clusters, we may say that, for the clusters to be individually visible, the separation between them has to be larger than the internal scatter of the clusters. If it happens that there are only a few clusters in the data set, then the leading principal axes found by PCA are to pick projections of the clusters with good separation, thereby providing an effective basis for feature extraction.
Another application of the principal-components analyzer as a preprocessor is in the supervised training of a multilayer perceptron using the back-propagation algorithm. The aim in this application is to speed up the convergence of the learning process by decorrelating the input data. Discuss how this aim is realized.
There was an old woman who swallowed a fly. I don't know why she swallowed that fly, Perhaps she'll die. There was an old woman who swallowed a spider, That wriggled and wiggled and jiggled inside he She swallowed the spider to catch the fly, I do..
Suppose the role of the IT consultant to new nonprofit organization, Free Flu, to provides flu shots to the elderly. The organization requires the domain name. Distinguish between any Web pages or Web servers you would use for task.
1. The maximum contiguous subsequence sum algorithms in the text do not give any indication of the actual sequence. Modify them so that they return in a single object the value of the maximum subsequence and the indices of the actual sequence.
Write a VBA program that will solve a system of 3 linear equations with 3 unknowns using the Gauss elimination method. Your program should read the elements of the system to be solved from an Excel spreadsheet. And it should check its final answer..
Discuss your experience in using Excel prior to taking this course. What new features have you learned? What tips can you offer to other students?
What is being called by line 20 of Listing 2? How is the balance value of the object referenced by the variable accountTwo being set?
Recognize part of local business or organization which you can use for analysis and design project. You must explain the scope of project.
this is an individual assignment. You will design the administration program for a veterinary office: This office attends to three different kinds of animals: Dogs, Birds, and Fish. You are to capture these with their respective classes. Each subclas..
Insert subject outcomes, as in CSDB. Ensure that there is no variation on CSDB entry. Include only course learning outcomes that will be assessed The following table shows the alignment between the learning outcomes at the course and subject level..
Write a Java program that asks the user to enter a distance in meters. The program will then present the following menu of selections.
What are the shortcomings of using this method?
Draw an EER diagram for a game of chess
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