Data preprocessing
Manipulation of data before it is analyzed
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- Artificial Intelligence (1)
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FedPS (1) · Federated Learning (1) · Data Preprocessing (1) · Privacy-Preserving AI (1) · arXiv (1) · Decentralized Computing (1) · Machine Learning Research (1)
📖 Key Information
Data preprocessing can refer to manipulation, filtration or augmentation of data before it is analyzed, and is often an important step in the data mining process. Data collection methods are often loosely controlled, resulting in out-of-range values, impossible data combinations, and missing values, amongst other issues.
Preprocessing is the process by which unstructured data is transformed into intelligible representations suitable for machine-learning models.
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