样本分配 meaning in English

allocation of sample

The results can be affected not only by the changes on the distribution of samples , but also by the changes on the time and method of training . this is different with econometric models
当具体的样本分配发生变化时，往往预测结果也会发生一定的变化，同时训练的时间和方法也会影响到人工神经网络预测的结果。
Examples studies show that the strategy can lead to a reasonable test set which can increase the veracity of estimate . this strategy can be applied easily and improve the effect of al application observably
实例证明该策略效果明显，能够很大程度上降低样本分配的盲目性，能显著地改善神经网络技术应用效果，具有重要科研价值。
A main method to estimate the effect of neural network training depends on the forecast precision of the test samples , but there is no a proper method to select test samples from the sample set
研究内容主要是神经网络训练过程中样本分配问题。网络训练效果的评价依赖于样本分配方式，而目前进行样本分配主要是依靠经验和技巧的方法存在很大随机性。