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frnn

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Code for 3 papers: 1) "Fuzzy-Rough Nearest Neighbour Approaches for Emotion Detection in Tweets"; 2) "LT3 at SemEval-2022 Task 6: Fuzzy-Rough Nearest neighbor Classification for Sarcasm Detection"; 3) "Fuzzy Rough Nearest Neighbour Methods for Detecting Emotions, Hate Speech and Irony" by O. Kaminska, Ch. Cornelis and V. Hoste.

  • Updated Mar 22, 2023
  • Jupyter Notebook

This python program classifies text instances based on the lower and upper approximation of x to all the lables. This program developed based on Fuzzy Rough Nearest Neighbor (FRNN) algorithm described in the article: Jensen, R., & Cornelis, C. (2011). Fuzzy-rough nearest neighbor classification and prediction. Theoretical Computer Science, 412(4…

  • Updated Jul 2, 2019
  • Python

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