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Semi-Supervised Learning with Graph Transduction

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Presentation on theme: "Semi-Supervised Learning with Graph Transduction"— Presentation transcript:

1 Semi-Supervised Learning with Graph Transduction
Prof: Latecki Evaluators: Nancy & Nouf

2 Dataset WE generated two different GROUPS of dataset for testing:
5 different datasets from the original data Calculated mean accuracy and time These were used for the evaluation For further testing, we shuffled the data and repeated the testing These results will not be taken into account for the decision of the winning team Dataset

3 Alpha Team Average Classification Accuracy= 85.49%
Maximum Accuracy = 87.44% Average Time = Didn’t work on Shuffled datasets Alpha Team

4 Beta Team Average Classification Accuracy= 91.31%
Maximum Accuracy = 92.48% Average Time = Accuracy of Shuffled Dataset = 88.66% Beta Team

5 Gamma Team Average Classification Accuracy= 84.17%
Maximum Accuracy = 86.92% Average Time = Accuracy of Shuffled Dataset = 84.17% Gamma Team

6 Delta Team Average Classification Accuracy= 89.26%
Maximum Accuracy = 90.45% Average Time = Didn’t work on Shuffled datasets Delta Team

7 Epsilon Team Average Classification Accuracy = 86.92%
Maximum Accuracy = 88.05 Average Time = Accuracy of Shuffled Dataset = % Epsilon Team

8 Zeta Team Average Classification Accuracy = 85.32%
Maximum Accuracy = 87.52 Average Time = Didn’t work on Shuffled datasets Zeta Team

9 Winner Team The highest average accuracy is 91.31%
The winner is : Beta team!! Winner Team

10 Participated Teams Alpha: Bernardo F. Juncal, An Dang, Feipeng Zhao
Beta:       Chi Zhang, Kier Heilman, Cao Yuan Gamma:       Anjan Nepal, Peiyi Li, Liya Ma Delta:      Howard Liu, Motaz Al-Hami, Semir Elezovikj Epsilon :       David Dobor, Lakesh Kansakar, Tiffany Nguyen Zeta:       Jesse Glass, Joseph Catrambone, Jeff Newell Participated Teams


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