Evaluating the Performance of Multiple Classifier System

By: Justin Mitchell Hill

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Hardcover | 22 May 2025

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Receiver Operating Characteristic (ROC) curve, which graphs the trade-off between the conditional probabilities of an MCS in which Boolean rules are used to combine individual decisions. The method required performance data similar to the data available in the ROC curves for the entire system. A consequence of this result is that one can save time and money by effectively evaluating the performance of an MCS without performing experiments.

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