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A shrunken leaving-one-out estimator of error rate - MaRDI portal

A shrunken leaving-one-out estimator of error rate (Q1091702)

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scientific article; zbMATH DE number 4011667
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English
A shrunken leaving-one-out estimator of error rate
scientific article; zbMATH DE number 4011667

    Statements

    A shrunken leaving-one-out estimator of error rate (English)
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    1987
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    A new error rate estimator is presented based on shrinking the leaving- one-out estimate. Simulations are used to compare it with the most widely used alternatives, and it is shown to perform very well.
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    resubstitution
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    rotation estimator
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    bootstrap estimator
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    jackknife estimator
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    comparison of estimates
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    performance of classification rules
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    new error rate estimator
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    shrinking the leaving-one-out estimate
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    Identifiers