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developed the concept of the project, designed models, developed the analysis methods and wrote the paper.
Of the models developed, the first law single zone is the simplest and easiest tool to use for quick preliminary analysis of engine performance.
In the FE models developed, the non-linear behaviour and failure of the timber is captured by a stress-based failure criterion formulated in the framework of continuum-damage mechanics.
To evaluate the predictive ability of the partial least squares regression (PLSR) models developed, the residual predictive deviation (RPD), defined as the ratio between the standard deviation (SD) of the population, the root mean square error of calibration (RMSEC), the root mean square error of prediction (RMSEP), and the correlation coefficient (R) were used.
Amongst all the hybrid models developed, the SVM hybrid-6 model trained with secondary structure composition and PSSM profile optimized with RBF kernel, achieving the competing prediction accuracy with that of PSSM based model of 92.14% with sensitivity and specificity of 92.64% and 91.66%, respectively.
JR participated in the design of the variable length motif models, developed the variable length motif search algorithm, performed the GLAM2 cross-validation tests, built the evaluation framework and wrote the majority of the paper.
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DK devised the mathematical model, developed the software and wrote parts of the manuscript.
NKK conceived the study, developed the model, developed the program, performed a comparison study, and drafted the manuscript.
We confirmed the robustness of the models developed in the complete case analysis in imputed data.
The independent variables selected varied between the models developed for the different plot sizes (Table 1).
The independent variables selected varied between the models developed for the different plot sizes (Table 1).
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