An Auto-ML Framework for social media domain feature construction to detect Sarcasm
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F23%3ATVANBMNC" target="_blank" >RIV/00216208:11320/23:TVANBMNC - isvavai.cz</a>
Result on the web
<a href="https://www.researchsquare.com/article/rs-2458400/latest" target="_blank" >https://www.researchsquare.com/article/rs-2458400/latest</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.21203/rs.3.rs-2458400/v1" target="_blank" >10.21203/rs.3.rs-2458400/v1</a>
Alternative languages
Result language
angličtina
Original language name
An Auto-ML Framework for social media domain feature construction to detect Sarcasm
Original language description
"Recently, Automated Machine Learning (AutoML) has shown considerable growth and industry application in the domain of Machine Learning. AutoML main purpose is to improve the learning task by saving time and effort for tasks like preprocessing, feature engineering, model selection, hyperparameters, and model architecture."
Czech name
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Czech description
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Classification
Type
O - Miscellaneous
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
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Continuities
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Others
Publication year
2023
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů