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A measure of the degree of linear association among a pair of variables.

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Calibrating Correlation

While doing the initial analysis and feature selection task, I did correlation of all the features with the target variable. … When I got the results I saw one of the feature having negative correlation with the target variable but my business unit suggests it must have a positive correlation to proceed further. …