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- W2780088970 abstract "The most common procedure for assessing the performance of a prediction or classification model is to split the data collection into two subsets. The model is trained with one dataset, the training set, and then tested with a completely independent dataset, the test set or validation set or out-of-sample set. (The choice of term is usually personal preference.) A performance measure, such as mean squared error, median absolute error, profit factor, cost, or any other custom figure, is computed for the independent set. This performance measure provides a quality judgment for the model. Naive researchers stop here. But enlightened researchers go one step further. They use the methods described in Chapter 3 to evaluate the reliability of the performance measure." @default.
- W2780088970 created "2018-01-05" @default.
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- W2780088970 date "2017-12-21" @default.
- W2780088970 modified "2023-10-16" @default.
- W2780088970 title "Resampling for Assessing Prediction and Classification" @default.
- W2780088970 doi "https://doi.org/10.1007/978-1-4842-3336-8_4" @default.
- W2780088970 hasPublicationYear "2017" @default.
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