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oai:kitami-it.repo.nii.ac.jp:00008886
2022-12-13T02:22:24Z
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A modular system for support of experiments in text classification
PTASZYNSKI, Michal
Lempa, Pawel
Masui, Fumito
open access
Experiment support
Pattern extraction
Graph generation
Experiment support
Pattern extraction
Graph generation
This paper presents a modular system for the support of experiments and research in text classification. Usually the research process requires two general kinds of abilities. Firstly, to laboriously analyse the provided data, perform experiments and from the experiment results create materials for preparing a scientific paper such as tables or graphs. The second kind of task includes, for example, providing a creative discussion of the results. To help researchers and allow them to focus more on creative tasks, we provide a system which helps performing the laborious part of research. The system prepares datasets for experiments, automatically performs the experiments and from the results calculates the scores of Precision, Recall, F-score, Accuracy, Specificity and phi-coefficient. It also creates tables in the LaTex format containing all the results and it draws graphs depicting and informatively comparing each group of results.
Jagiellonian University Press
2016
eng
journal article
VoR
https://kitami-it.repo.nii.ac.jp/records/8886
http://www.ejournals.eu/Czasopismo-Techniczne/2015/Mechanika-Zeszyt-2-M-(7)-2015/art/6617/
2353-737X
Technical Transactions
Technical Transactions
Mechanics Issue 2-M
7(2015)
230
243
https://kitami-it.repo.nii.ac.jp/record/8886/files/Technical Transactions, , Mechanics Issue 2-M (7) 2015, p. 230-243.pdf
application/pdf
927.4 kB
2020-01-16