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BDTcomparator: a program for comparing binary classifiers

机译:BDTcomparator:用于比较二进制分类器的程序

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摘要

The BDTcomparator facilitates the selection of the best performing binary classification model or binary diagnostic procedure from the many possible alternatives by comparing their predictions with a known output, measured with the use of a system recognized as the gold standard. The program calculates the estimates of accuracy, sensitivity, specificity, predictive values and diagnostic likelihood ratios along with appropriate confidence intervals. Furthermore, all pairwise comparisons with respect to the above-mentioned measures are calculated. The formatted results can be exported to a text-file.
机译:BDTcomparator通过将其预测值与已知输出进行比较,从而有助于从许多可能的选择中选择性能最佳的二进制分类模型或二进制诊断程序,该预测结果是使用公认的黄金标准系统测量的。该程序将计算准确性,敏感性,特异性,预测值和诊断似然比以及适当的置信区间的估计值。此外,计算关于上述措施的所有成对比较。格式化的结果可以导出到文本文件。

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