Analysis and Prediction of Application Categories on Online Application Stores

TitleAnalysis and Prediction of Application Categories on Online Application Stores
Publication TypeReport
Year of Publication2013
AuthorsMurashkin, A.
Document NumberGSDLAB-TR 2014-05-22
InstitutionUniversity of Waterloo
CityWaterloo
TypeTechnical Report
Report NumberGSDLAB-TR 2014-05-22
Abstract

We discuss suitable multi-class and binary classification methods and describe three experiments we conduct, including details about data preprocessing, validation, testing and the final results. For evaluating our approach, we use an F-measure and Confusion Matrix. As the result, we were able to identify confusing categories that should be taken into consideration.

URLhttp://gsd.uwaterloo.ca/sites/default/files/analysis_prediction_categories.pdf