five

kick_starter_funding

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OpenML2025-02-20 更新2025-12-20 收录
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Predict whether a proposed Kickstarter project will achieve funding goal based on text features like its title, description, numeric features like the amount of money requested, date posted, and categorical features like the country, currency, etc. This dataset represents a complex task where models must consider interactions between modalities to address a core question of Kickstarter's business: https://www.kaggle.com/codename007/funding-successful-projects We applied the next preprocessing for uploading to OpenML to properly quoted ARFF format: dataset = dataset.map(lambda x: f'"{x}"' if isinstance(x, str) else x) Dataset found from the paper: Benchmarking multimodal automl for tabular data with text fields. arXiv preprint arXiv:2111.02705.
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2025-02-20
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