遇见数据集

Enhanced IT Support Ticket Dataset with Feature Extraction and ML Models

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Zenodo2025-05-26 更新2026-04-07 收录
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This dataset accompanies the research paper "Enhancing IT Ticket Classification with ML-Based Text Feature Extraction." It includes the original Kaggle dataset (cleaned), derived embeddings (TF-IDF, Word2Vec, ELMo, BERT), and Jupyter notebooks used to apply machine learning models (SVM, Random Forest, Logistic Regression). Feature extraction and PCA-reduced BERT embeddings are provided to support reproducibility and model benchmarking. The README.txt outlines full usage instructions.

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2025-05-26
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