Q2 - 30 pts) Evaluation of Link Prediction Techniques Consider the actual graph below and the...
Fantastic news! We've Found the answer you've been seeking!
Question:
Transcribed Image Text:
Q2 - 30 pts) Evaluation of Link Prediction Techniques Consider the actual graph below and the graph with the removal of the three (3) links: 1-2, 3-4, 5-6. 3 888 2 4 6 2 3 5 Actual Graph (G) Modified Graph (G*) with the removal of '3' links Use each of the three link prediction techniques (Preferential Attachment, Adamic Adar Index and Jaccard Coefficient) to determine a sequence of three link predictions (iterations) starting from G*. Note that (as shown in the slides) if two or more node pairs incur the largest link prediction scores for a particular prediction iteration, then all those node pairs are predicted to be connected with links. Also (as presented in the slides), the links predicted in an earlier iteration are considered to be part of the graph in the subsequent iterations. For each of the three link prediction techniques, determine the following performance evaluation metrics: Critical success index, Precision and Recall. You could use the .jar files for the three link prediction techniques. Q2 - 30 pts) Evaluation of Link Prediction Techniques Consider the actual graph below and the graph with the removal of the three (3) links: 1-2, 3-4, 5-6. 3 888 2 4 6 2 3 5 Actual Graph (G) Modified Graph (G*) with the removal of '3' links Use each of the three link prediction techniques (Preferential Attachment, Adamic Adar Index and Jaccard Coefficient) to determine a sequence of three link predictions (iterations) starting from G*. Note that (as shown in the slides) if two or more node pairs incur the largest link prediction scores for a particular prediction iteration, then all those node pairs are predicted to be connected with links. Also (as presented in the slides), the links predicted in an earlier iteration are considered to be part of the graph in the subsequent iterations. For each of the three link prediction techniques, determine the following performance evaluation metrics: Critical success index, Precision and Recall. You could use the .jar files for the three link prediction techniques.
Expert Answer:
Related Book For
Income Tax Fundamentals 2013
ISBN: 9781285586618
31st Edition
Authors: Gerald E. Whittenburg, Martha Altus Buller, Steven L Gill
Posted Date:
Students also viewed these computer network questions
-
Discuss which organizational structure (i.e. functional, product-market divisional, matrix) you would recommend Guelph General Hospital implement, assuming the hospital moves forward with the...
-
A centimeter is equal to a . 1 inch b.inch c 1/2.54 inch d. 2.54 inches e. 37.39 inches
-
Let A, B be sets. Define: (a) the Cartesian product (A B) (b) the set of relations R between A and B (c) the identity relation A on the set A [3 marks] Suppose S, T are relations between A and B, and...
-
Evenflow Power Co. is considering a new project that is a little riskier than the current operations of the company. Thus, management has decided to add an additional 1.5% to the company's overall...
-
Research how quantitative research is used in your discipline. Using this information, write an essay that describes how quantitative research tools can be used to aid in decision making within your...
-
Here are the basic elements of financial statements that we learned about in earlier chapters: 1. Assets 2. Liabilities 3. Owners equity 4. Revenues 5. Expenses Each statement that follows is an...
-
The best conclusion about job satisfaction in todays workforce is probably that ____________. (a) It isnt an important issue for managers to consider. (b) The only real concern is pay. (c) Most...
-
A restaurant pays its website developer a monthly fee for hosting and maintaining its web presence. The monthly fee charged by the developer is $400, plus $0.003 per site click. What would be the...
-
Which angles are adjacent angles? H LL F E G D B C A
-
Vulcan Flyovers offers scenic overflights of Mount Saint Helens, the volcano in Washington State that explosively erupted in 1982. Data concerning the company's operations in July appear below:...
-
Write five pages essay analysis Coca-Cola Consolidated growth rate, correlation coefficient, fixed cost, and variable cost. And should you invest in the company? why or why not?
-
What bible verse can be applied/correlated to target costing and strategic pricing?
-
Consider a power plant operating on a simple ideal Rankine cycle. Steam enters the turbine at 3 MPa, 3 5 0 oC and at 1 0 kPa at the condenser. Determine cycle efficiency, with and without isentropic...
-
Here is a radical employment practice implemented in some parts of the world: Put your money where your purpose is. Putting purpose before profit is still hard for many. Agree? Disagree? Why? Why...
-
The main findings from cognitivism can inform teaching and learning approaches. Identify two main implications for teaching and two main implications for learning. Said differently, what do cognitive...
-
Please include citations in APA Differentiate the major theoretical perspectives of developmental psychology. Consider current issues and their impact on human development. Describe how the...
-
If |62x|>9, which of the following is a possible value of x? A. 2 B. 1 C. 0 D. 4 E. 7
-
Jerry made the following contributions during 2012: His synagogue (by check).....................................................$680 The Democratic Party (by check)...
-
Sally and Charles Heck received the following dividends and interest during 2012: Assuming the Hecks file a joint tax return, complete Schedule B of Form 1040 (on page 2-33) for them for the 2012 tax...
-
Clarita is a single taxpayer with two dependent children, ages 10 and 12. Clarita pays $3,000 in qualified child care expenses during the year. If her adjusted gross income (all from wages) for the...
-
Tiger Energy, an independent producer, has average production from Lease A of 100 bbl/ day in 20XA from Lease A. The average selling price of oil in 20XA is $58/ bbl. Net income from Lease A in 20XA...
-
Sauer Oil Corporation, an integrated producer, incurs IDC costs in the following years as indicated. The IDC amounts marked with an asterisk (*) relate to dry-hole IDC. REQUIRED: Compute the amount...
-
Green Oil Corporation owns and operates four oil and gas properties that are classified for tax purposes as four separate properties. Data for the four properties are presented below: REQUIRED:...
Study smarter with the SolutionInn App