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monotonic

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The loss is a monotonic function of the impedance ratio. en.wikipedia.org

For instance, an agent's preferences for pollution may be monotonic decreasing (less pollution is better). en.wikipedia.org

However, since ordinal utility functions are only defined up to a monotonic transformation, there is little distinction between the two concepts in practice. en.wikipedia.org

Suffering from being monotonic, the final showdown between father and daughter, the critics commented, was the only part really making an impact. en.wikipedia.org

These healthiness conditions are typically expressed as monotonic idempotent predicate transformers. en.wikipedia.org

The open-world assumption is closely related to the monotonic nature of first-order logic: adding new information never falsifies a previous conclusion. en.wikipedia.org

Consistency, here meaning the monotonic convergence on the correct answer with the addition of more data, is a desirable property of any statistical method. en.wikipedia.org

As long as the loss function is monotonic and continuously differentiable, the classifier will always be driven toward purer solutions. en.wikipedia.org

Thus, reswitching implies the rejection of a simple (monotonic) non-increasing relationship between capital intensity and either the rate of profit, sometimes confusingly referred to as the rate of interest. en.wikipedia.org

Identifying whether a query is monotonic can be crucial for query optimization, especially in view maintenance and data stream management. en.wikipedia.org

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