Early Stopping of a Neural Network via the Receiver Operating Curve.
This thesis presents the area under the ROC (Receiver Operating Characteristics) curve, or abbreviated AUC, as an alternate measure for evaluating the predictive performance of ANNs (Artificial Neural Networks) classifiers. Conventionally, neural networks are trained to have total error converge to...
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| Format: | Others |
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Digital Commons @ East Tennessee State University
2010
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| Online Access: | https://dc.etsu.edu/etd/1732 https://dc.etsu.edu/cgi/viewcontent.cgi?article=3087&context=etd |