ML NHYP: Difference between revisions
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{{TAGDEF| | {{TAGDEF|ML_NHYP|[integer]|4}} | ||
Description: Polynomial power of the kernel. | Description: Polynomial power of the kernel. | ||
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== Related Tags and Sections == | == Related Tags and Sections == | ||
{{TAG| | {{TAG|ML_RCUT1}}, {{TAG|ML_SION1}}, {{TAG|ML_RCUT2}}, {{TAG|ML_SION2}} | ||
{{sc| | {{sc|ML_NHYP|Examples|Examples that use this tag}} | ||
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[[Category:INCAR]][[Category:Machine Learning]][[Category:Machine Learned Force Fields]][[Category: Alpha]] | [[Category:INCAR]][[Category:Machine Learning]][[Category:Machine Learned Force Fields]][[Category: Alpha]] | ||
Revision as of 09:07, 23 August 2021
ML_NHYP = [integer]
Default: ML_NHYP = 4
Description: Polynomial power of the kernel.
This tag specifies the power [math]\displaystyle{ \zeta }[/math] of the polynomial kernel
[math]\displaystyle{ K \left(\mathbf{X}_{i},\mathbf{X}_{i_\mathrm{B}}\right) = \left[ \beta \mathbf{X}_{i}^{(2)} \cdot \mathbf{X}_{i_{\mathrm{B}}}^{(2)} + (1-\beta) \mathbf{\hat{X}}_{i}^{(3)} \cdot \mathbf{\hat{X}}_{i_{\mathrm{B}}}^{(3)} \right]^{\zeta}. }[/math]
Related Tags and Sections
ML_RCUT1, ML_SION1, ML_RCUT2, ML_SION2