BriefGPT.xyz
Apr, 2019
使用测试时丢弃方法,提高深度神经网络的可靠预测误差
Reliable Prediction Errors for Deep Neural Networks Using Test-Time Dropout
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Isidro Cortes-Ciriano, Andreas Bender
TL;DR
本文介绍了一种使用测试时间dropout和符合预测计算可靠预测误差的深度神经网络框架,该框架的有效性以24个生物活性数据集的研究为支配证明。
Abstract
While the use of
deep learning
in
drug discovery
is gaining increasing attention, the lack of methods to compute reliable errors in prediction for
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