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Data augmentation for Multi-Classification of Non-Functional Requirements - Dataset - MaRDI portal

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Data augmentation for Multi-Classification of Non-Functional Requirements - Dataset

From MaRDI portal



DOI10.5281/zenodo.10805331Zenodo10805331MaRDI QIDQ6698232

Dataset published at Zenodo repository.

Author name not available (Why is that?)

Publication date: 11 March 2024

Copyright license: No records found.



Description

There are four datasets: 1.Dataset_structure indicates the structure of the datasets, such as column name, type, and value. 2. Spanish_promise_exp_nfr_train and Spanish_promise_exp_nfr_test are the non-functional requirements of the Promise_exp[1] dataset translated into the Spanish language. 3. Blanced_promise_exp_nfr_train is the new balanced dataset of Spanish_promise_exp_nfr_train, in which the Data Augmentation technique with chatGPT was applied to increase the requirements with little data and random undersampling was used to eliminate requirements.






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