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Beyond feature engineering, data-centric AI can help in Kaggle. This notebook shows how easily cleanlab can improve the training dataset for an XGBoost model, p
by gaussdiditfirst 4y ago
Beyond feature engineering, data-centric AI can help in Kaggle. This notebook shows how easily cleanlab can improve the training dataset for an XGBoost model, producing 12% reduction in error without any change to the existing model+training+data-processing code:
https://www.kaggle.com/code/ulytkch/cleanlab-data-centric-ai-example-0-7703-python/notebook https://www.kaggle.com/code/ulytkch/cleanlab-data-centric-ai...
- gaussdiditfirst 4y agoWe are looking for more contributors to cleanlab in 2023. Help shape the future of data-centric AI and ensure it remains free software, especially if you love Python and practical tools for real-world data science!
- gaussdiditfirst 4y agoLearn more about data-centric AI from Andrew Ng: https://spectrum.ieee.org/andrew-ng-data-centric-ai https://spectrum.ieee.org/andrew-ng-data-centric-ai https://datacentricai.org/ https://datacentricai.org/