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Therefore MCVELM can not always achieve good generalization performance.
And the experimental results show that the ELM can achieve good generalization performance in most cases and can learn faster than feed-forward neural networks [21]. .
Despite their advantages, support vector regression models require an accurate selection of the configuration parameters in order to achieve good generalization performance.
In video semantic classification, most of the learning-based approaches require a large training set to achieve good generalization capacity, in which large amounts of labor-intensive manual labeling are ineluctable.
Compared to the RBF, the HBF neuron has more parameters to optimize, but HBF neural network needs less number of HBF neurons to memorize relationship between input and output sets in order to achieve good generalization property.
Moreover, one has to carefully design the encoding of states in the model in order to avoid efficiency problems and to achieve good generalization performance.
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We can achieve good things".
Try to achieve good grades in school.
Without fail you will achieve good grades.
In order to achieve a good generalization performance, it is essential to find certain optimal hyper-parameters of SVM model.
The proposed method achieved a good generalization capability, classifying the three different attributes with good accuracy.
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