Tag / consistency

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  • Minimum requirements for a dataset

    Completeness and accuracy are the minimum requirements for any dataset. In the absence of these characteristics, any final outcome is suspect of biases and wrong conclusions. Any analysis relies on the initial dataset that we have, a Machine Learning algorithm, no matter how sophisticated is, depends on the quality of the data. For this reason,…