Data, Knowledge & Life

Weiwei Cheng's blog

DKE Kolloquium

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DKE研究小组将邀请来自荷兰Maastricht大学的Stijn Vanderlooy为我们做一个主题为Reliable Classifiers via Isometrics in ROC Space的学术报告。欢迎有兴趣的朋友参加。以下是详细信息:
Reliable Classifiers via Isometrics in ROC Space
Stijn Vanderlooy
Universiteit Maastricht, The Netherlands

  A wide variety of state-of-the-art machine learning classifiers are available to be used in practice. Nevertheless, only few classifiers are employed in application domains with high misclassification costs, e.g., medical diagnosis. Classifiers can be applied only if they are reliable: they guarantee at least the necessary performance on each class as defined by domain experts. In this talk I will outline a technique that tunes and, if needed, transforms a classifier such that it guarantees a sufficient level of reliability. I will show that this technique is practically useful and does not have any strong assumption. Therefore, it enables the application of classifiers in real-life domains with high misclassification costs.

    报告时间:八月二十三日(本周三)下午三点
    报告地点:FIN 301
    报告时长:大约一小时

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Written by Weiwei

21/08/2006 在 19:43

发表在 杂话

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  1. my name is aslo Luna..

    Luna

    22/08/2006 at 19:19

  2. my name is roy..

    Weiwei

    22/08/2006 at 21:29


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