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Machine Learning is a subfield of computer science that draws on elements from algorithmic analysis, computational statistics, mathematics, optimization, etc. It is mainly concerned with the use of data to construct models that have high predictive/forecasting ability. Topics include modeling building, applications, theory, etc.
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A feature highly correlated with target variable
What if one of the predictor variables is highly correlated with the target variable (say 0.9), what should we do? Should we drop it or keep it to build the prediction model(classification or regressi …