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1. Experiment with the effects of outliers on linear regression. For a given (x, y) data set, construct the best fitting line. Repeatedly delete the point with the largest residual, and refit. Is the sequence of predicted slopes relatively stable for much of this process?
2. Experiment with the effects of regularization on linear/logistic regression. For a given multi-dimensional data set, construct the best fitting line with (a) no regularization, (b) ridge regression, and (c) LASSO regression; the latter two with a range of constraint values. How does the accuracy of the model change as we reduce the size and number of parameters?
Research perfect hash functions. Using a list of names (classmates, family members, etc.), generate the hash values using the perfect hash algorithm.
Draw a transition diagram for a TM accepting Pal, the language of palindromes over {a, b}, using the following approach.
Adding leadership roles in IT can have benefits and risks. Discuss as a minimum two benefits and two risks an organization faces by adding roles within IT leadership.
Examine how these applications are being used in your specialization. Determine how graph theory has advanced the knowledge in your area of specialization.
How can you make out whether two files are copies or links? Explain two application areas of hard links. What are the two main disadvantages of the hard link?
Submit your JSP page along with your screenshots that show what your code has produced
make a printAll() method. In this method, print the color and make of the automobile on one line in accordance to the sample session given below.
abc institute of research has sensitive information that needs to be protected from its rivals. the institute has
How did you benefit from taking algebra class? how you will apply this method in your life? How has your perception of WAN technology changed as a result of what you have studied in this course?
Write a program that creates three identical arrays, list1, list2, and list3 of 5000 elements. The program then sorts list1 using bubble sort, list2 using selection sort, and list3 using insertion sort and outputs the number of comparisons and it..
he second law (the COPA), that is more narrowly focussed and covers only communications that are made for commercial purposes on World Wide Web, is the subject of a Court injunction (also on First Amendment grounds) preventing its enforcement pend..
inadynamicbusinessmodelwealsorepresentthelife-cyclerelationshipsamongtheseentitiesshowingwhichentityisresponsibleforwhic
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