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Third, presumably due to the importance of non-linear interactions between amino acid positions in defining DNA-binding specificity, methods that can capture interactions and non-linearities have a clear advantage: there is almost always at least one variant of each non-linear method, i.e. NN, RF and SVM_R, that outperforms every linear method we employed.
It is a recent, efficient, highly non-linear method.
Non-linear method is a better way to obtain the isotherm parameters.
The non-linear method of analysis using Matlab 7.9.0 was used for the model analysis and estimation of rate parameters.
It is also worth noting that PLS is a linear method, whereas SVM is a non-linear method.
Non-linear method of mapping camera responses onto reflectance values is the potential for over-fitting the characterization surfaces.
To overcome these limitations, a new non-linear method incorporating additional sea state information is proposed in this article.
Non-linear method was suggested as a better method for yield prediction.
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Recently, non linear method using wavelet transform is found to be better of this denoising, due to its advantages over linear filtering.
In this study, we have used two frames for the non linear method: a translation invariant version of the Haar pyramid (TIHP, quasi-Parseval), as described in [32], and the Dual-Tree Complex Wavelet Transform [26] which is a Parseval Frame, both with four scales.
SMO is a non linear method developed for training Support Vector Machines [34].
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