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To improve the generalization quality of CCLS, there are primarily two areas for the future work: (1) Improvement of discrimination ability across audio classes, for example, more accurate estimation of local structure and variance, and (2) redundancy should be further removed from CCLS optimal feature sets.
Ten fold cross-validation is used to measure the generalization quality and scalability of the rules.
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Extensive experimental study shows that FFNN trained with developed learning algorithm, achieves low prediction error and good generalization quality regardless of outliers' presence in training data.
This aspect will be further commented in Section 5. Cross-validation [29] represents the most robust strategy to reliably evaluate the generalization performance of a ML-based quality assessment system.
Thus, the generalization of concepts presented by various authors leads to the statement that quality of life is primarily the subjective feeling of wellbeing, including the physical, the psychological, the social, and the spiritual levels.
The generalization of the use of such arrays should provide unbiased and high-quality pictures of the complexity and the dynamics of transcriptional landscapes (Xu et al., 2009).
Mr. Remnick also disputes the generalization.
Claude, N. & Bengio, Y. Inference for the generalization error.
Forgive the generalization, but Indians just love to over-sell.
No reasonable person would resist the generalization.
The generalization to NURBS is trivial.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com