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When modeling data, the data is divided into various datasets. Training data... is data used by the algorithm to learn the relationship between the predictors

When modeling data, the data is divided into various datasets. Training data...

is data used by the algorithm to "learn" the relationship between the predictors and target variable.

is used to evaluate the model.

is a sample of data removed from the initial total dataset and used to fine tune the model.

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