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Astroinformatics: Data Mining Algorithms and Techniques
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Which data preprocessing technique is commonly used to handle missing values in astroinformatics datasets?
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A
Multiple imputation
💡 Explanation:
Multiple imputation is a preferred technique for handling missing values in astroinformatics datasets as it provides a more robust and reliable estimate of the missing values by generating multiple plausible values and combining them to obtain a final estimate.