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- W2103248086 abstract "The deleted estimate (also called cross-validation, leave-one-out, or U-method) attempts to avoid the bias present in the resubstitution estimate. Proposed and developed by Lunts and Brailovsky (1967), Lachenbruch (1967), Cover (1969), and Stone (1974), the method deletes the first pair (X 1, Y 1) from the training data and makes a decision g n − 1using the remaining n − 1 pairs. It tests for an an error on (X 1, Y 1), and repeats this procedure for all n pairs of the training data D n . The estimate L n (D) is the average the number of errors." @default.
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- W2103248086 date "1996-01-01" @default.
- W2103248086 modified "2023-10-01" @default.
- W2103248086 title "Deleted Estimates of the Error Probability" @default.
- W2103248086 doi "https://doi.org/10.1007/978-1-4612-0711-5_24" @default.
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