Bias assessment is the process of evaluating potential biases in data collection, analysis, or interpretation that may skew results and lead to incorrect conclusions. This evaluation is crucial for ensuring that the findings from predictive analytics are accurate and reliable. Understanding bias helps in identifying areas where data may not represent the true picture, particularly when dealing with missing data or incomplete datasets.
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