Glaxosmithkline Collegeville's scientific contributions
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It was automatically created by ResearchGate to create a record of this author's body of work. We create such pages to advance our goal of creating and maintaining the most comprehensive scientific repository possible. In doing so, we process publicly available (personal) data relating to the author as a member of the scientific community.
If you're a ResearchGate member, you can follow this page to keep up with this author's work.
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Publication (1)
The Receiver Operating Characteristic (ROC) curve is a curve presented in a probability scale graph and is used to judge the discrimination ability of various statistical methods for predictive purposes. The area under the ROC curve can be measured and converted to a single quantitative index for diagnostic accuracy. An explicit functional form app...
Citations
... Using a population of 200, at each generation, 200 new offspring are generated, then parents and offspring are merged into one pool before running Pareto-based selection to select the best 200. During evolution, we aim to minimize three fitness objectives: FP Rate, 1−TP Rate and 1−AUC, where AUC is a the area under ROC, calculated using the Mann-Whitney [31] test. ...
