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estimate the test accuracy,training accuray and validation accuracy of a neural network with 10-fold cross validation.-estimate the test accuracy,training accuray and validation accuracy of a neural network with 10-fold cross validation.
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matlab交叉验证cross Validation,把样本集分为训练集和测试集,防止网络出现过拟合,提高网络的泛化能力和预测精度-cross Validation for matlab,to estimate the test accuracy,training accuray and validation accuracy of a neural network
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TRAINDIFFEVOL(NET,Pd,Tl,Ai,Q,TS,VV) takes these inputs,
NET - Neural network.
Pd - Delayed input vectors.
Tl - Layer target vectors.
Ai - Initial input delay conditions.
Q - Batch size.
TS - Time steps.
VV - Either
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神经网络训练程序、测试程序以及验证程序整体-Neural network training procedures, test procedures, and the overall validation process
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基于改进的BP神经网络的算法,并结合了交叉验证算法,划分为训练集与测试集进行改进。(Based on the improved BP neural network algorithm and the cross validation algorithm, the training set and test set are improved.)
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