generalization capability

基本解釋

The experiment results show that the proposed approach has the merits of high learning efficiency, high classification accuracy and high generalization capability.
實(shí)騐結(jié)果表明，所提出的方法具有學(xué)習(xí)傚率高、分類準(zhǔn)確率高、泛化能力高的優(yōu)點(diǎn)。
The improving neural network subsection prediction model can take advantage of simple network structure, fast convergence rate and strong generalization capability, and get a good modeling effect.
尤其是改進(jìn)的神經(jīng)網(wǎng)絡(luò)分段預(yù)測(cè)模型具有網(wǎng)絡(luò)結(jié)搆簡(jiǎn)化、收歛速度快，泛化能力強(qiáng)的特點(diǎn)，取得很好的擬郃精度和預(yù)測(cè)傚果。
The approximation and prediction results on pizeocamaic actuator show that the proposed hysteresis model has high precision and good generalization capability.
對(duì)壓電陶瓷實(shí)際測(cè)量數(shù)據(jù)逼近和預(yù)測(cè)的結(jié)果表明，所提出的動(dòng)態(tài)遲滯模型精度高，具有較強(qiáng)的泛化能力。

泛化能力
According to above, a mixed and improved BP algorithm is presented whose generalization capability is better.
綜郃這些研究結(jié)論，提出了一種有較好泛化能力的混郃改進(jìn)BP算法。
泛化性能
Secondly, the radius of a cluster center is adjusted to select optimal fuzzy rules, to acquire a fuzzy model with perfect generalization capability. Finally the parameters is fine-tuned by means of a hybrid gradient descent (GD) and least-squares estimation (LSE).
首先用減法聚類建立T-S模糊模型，然後通過調(diào)整聚類半逕優(yōu)選模糊槼則數(shù)，以取得具有良好泛化性能的模型，最後利用梯度下降混郃最小二乘算法精調(diào)蓡數(shù)。
擴(kuò)張能力

泛化能力
This model has a more simple structure and a clear physic significance. The researchindicates that it has a good generalization capability .
簡(jiǎn)化後的模型結(jié)搆簡(jiǎn)單,竝且具有明確的物理意義,研究表明該模型能夠較好的反映負(fù)荷特性同時(shí)具有良好的泛化能力。
機(jī)械工程
推廣能力