Bayesian Error Analysis for Feature Selection in Biomarker Discovery
We present a novel Bayesian validation paradigm with several validation metrics tailored to biomarker discovery, including moments (the mean and variance) of the number of false discoveries, the number of missed discoveries, and the false discovery rate. All of these validation metrics can be used w...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
IEEE
2019-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/8784154/ |