This event has ended. View the official site or create your own event → Check it out
This event has ended. Create your own
International Business Intelligence and analytics conference in the lovely city of Budapest, Hungary
View analytic
Wednesday, October 14 • 16:55 - 17:10
archivist: Managing Data Analysis Results

Sign up or log in to save this to your schedule and see who's attending!

Open science needs not only reproducible research but also accessible final and partial results. During the speech I will present the most valuable applications of the archivist package. The archivist is an R package for data analysis results management, which helps in managing, sharing, storing, linking and searching for R objects. The archivist package automatically retrieves the object’s meta-data and creates a rich structure that allows for easy management of calculated R objects. The archivist package extends the reproducible research paradigm by creating new ways to retrieve and validate previously calculated objects. These functionalities also result in a variety of opportunities such as: sharing R objects within reports/articles by adding hooks to R objects in table/figure captions; interactive exploration of object repositories; caching function calls; retrieving object’s pedigree along with information on how the object was created; automated tracking of performance of models.

avatar for Marcin Kosiński

Marcin Kosiński

Data Scientist, Grupa Wirtualna Polska
Marcin Kosiński is a master student in Mathematical Statistics and Data Analysis specialty and is working in the Research and Development Department at the biggest polish news web portal, wp.pl (Virtual Poland Group). Challenges seeker and big R package enthusiast. Currently working in the field of large-scale online learning and various approaches to personalized news article recommendation. Co-organizer of the... Read More →

Wednesday October 14, 2015 16:55 - 17:10
Mátyás I.