Estimating misclassification error: a closer look at cross-validation based methods
<p>Abstract</p> <p>Background</p> <p>To estimate a classifier’s error in predicting future observations, bootstrap methods have been proposed as reduced-variation alternatives to traditional cross-validation (CV) methods based on sampling without replacement. Monte Carl...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
BMC
2012-11-01
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| Series: | BMC Research Notes |
| Subjects: | |
| Online Access: | http://www.biomedcentral.com/1756-0500/5/656 |