CS839 Data Science Spring 2019 Project Page

Members

• Pan Wu, pwu56@wisc.edu
• Dongqiangzi Ye, dye25@wisc.edu
• Sek Cheong, sucheong@wisc.edu

Project Stage 1

• The directory that stores the 300+ documents
• Documents in set I
• Documents in set J
• Source code
• Compressed files
• Report

Project Stage 2

• data
• code
• report

Project Stage 3

Matching Fodors and Zagats

• UserID: ProjectGroup5
• ProjectID: ProjectStage3
• screen shot

Blocking Results

• UserID: ProjectGroup5
• ProjectID: ProjectStage3Movie
• screen shot

Matching Results

• UserID: ProjectGroup5
• ProjectID: ProjectStage3Movie
• screen shot

Estimating Accuracy

• UserID: ProjectGroup5
• ProjectID: ProjectStage3Movie
• Prediction list
• Candidate set (Size: 675218)
• Table A
• Table B
• Table L
• Labeled Table L
• Reduced Candidate Set
• Blocking Rules pdf
• Blocking Rules Code
• Estimate Precision and Recall Code
• Final Results: Recall - (0.8752333717794825, 0.9421182263940335), Precision - (0.6021187849327913, 0.6808274785970235)
• Since our previous candidate set is too large, the precision is low.