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Autorank: A Python package for automated ranking of classifiers

Steffen Herbold
2020 Journal of Open Source Software  
The distribution of the populations must be analyzed with the Shapiro-Wilk test for normality and, depending on the normality with Levene's test or Bartlett's tests for homogeneity of the data.  ...  Regardless, the correct use of Demšar's guidelines is hard for non-experts in statistics.  ...  Statistical comparisons of classifiers over multiple data sets. J. Mach. References Learn. Res., 7, 1-30. Herbold, S., Trautsch, A., & Trautsch, F. (2020).  ... 
doi:10.21105/joss.02173 fatcat:42kr3xizfjfgbmo7f2thqwdooy

Generating GitHub Repository Descriptions: A Comparison of Manual and Automated Approaches [article]

Jazlyn Hellman, Eunbee Jang, Christoph Treude, Chenzhun Huang, Jin L.C. Guo
2021 arXiv   pre-print
Repository descriptions serve as one of the first points of contact for users who are accessing a repository.  ...  Finally, our user study with GitHub users reveals that automated summarization can adequately be used for default description generation for GitHub repositories, while the descriptions which follow the  ...  On this set of rankings, we utilize the Autorank statistics package [21] to first check if the rankings are normally distributed and then perform the appropriate Friedman test aiming to detect any differences  ... 
arXiv:2110.13283v1 fatcat:xbkey27nd5g5ldrfltcqu2i73y

"What is on your mind?" Automated Scoring of Mindreading in Childhood and Early Adolescence [article]

Venelin Kovatchev, Phillip Smith, Mark Lee, Imogen Grumley Traynor, Irene Luque Aguilera, Rory T. Devine
2020 arXiv   pre-print
In this paper we present the first work on the automated scoring of mindreading ability in middle childhood and early adolescence.  ...  We obtain promising results, demonstrating the applicability of state-of-the-art NLP solutions to a new domain and task.  ...  Acknowledgments This project was funded by a grant from Wellcome to R. T. Devine. We also want to thank the anonymous reviewers for their feedback and suggestions.  ... 
arXiv:2011.08035v1 fatcat:xf6gl6573fbthikooq7uzwiblu

"What is on your mind?" Automated Scoring of Mindreading in Childhood and Early Adolescence

Venelin Kovatchev, Phillip Smith, Mark Lee, Imogen Grumley Traynor, Irene Luque Aguilera, Rory Devine
2020 Proceedings of the 28th International Conference on Computational Linguistics   unpublished
In this paper we present the first work on the automated scoring of mindreading ability in middle childhood and early adolescence.  ...  We obtain promising results, demonstrating the applicability of state-of-the-art NLP solutions to a new domain and task.  ...  Acknowledgments This project was funded by a grant from Wellcome to R. T. Devine. We also want to thank the anonymous reviewers for their feedback and suggestions.  ... 
doi:10.18653/v1/2020.coling-main.547 fatcat:cxt7yx7kfbag7j62zkoksxqulq