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Data quality in data mining and machine learning
Having high quality data, i.e., data which is (relatively) free from errors and suitable for use in data ruining tasks, is a necessary precondition for extracting useful knowledge. In response to the important role played by data quality, this dissertation investigates data quality and its impact on DM/ML.
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Having high quality data, i.e., data which is (relatively) free from errors and suitable for use in data ruining tasks, is a necessary precondition for extracting useful knowledge. In response to the important role played by data quality, this dissertation investigates data quality and its impact on DM/ML.
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the screening of high quality SRs relevant to health outcomes in humanitarian emergencies. In particular, our aims were to implement a proof of principle machine learning algorithm to classify SRs for relevance, and a set of text mining rules to evaluate the quality of SRs based on six pre dened quality criteria. Machine learning algorithms
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