In computer simulations, we compare four types of connection weights (i.e., real numbers, symmetric triangular fuzzy numbers, asymmetric triangular fuzzy numbers, and asymmetric trapezoidal fuzzy numbers) in terms of the fitting ability to training data and the computation time.
During regression fitting of capillary pressure data, there is a large difference between computation result and real result in case of overall regression of all data without treatment, and only regression of some data, and the computation result could not reflect real distribution of pore structure.
We present details of GWAMAR in this section, including the problem setting, the preprocessing of input data and the computation of the association scores between the drug resistance phenotypes and point mutations.
We tailored and extended the profile regression approach to the analysis of case control studies, allowing for the analysis of ordinal data and the computation of posterior odds ratios.
GDP, PLW, MJS and AJM contributed and analyzed data, and wrote the manuscript; EM, KO and BY participated in writing and the development of ideas; AT, AR, AM, BP, NW, SH and LD contributed data on biomass, plant species, emissions and/or land cover; FS contributed biomass data and the computation of Fisher's alpha for plants.
OAZ performed the statistical analysis and participated in the data preparation and the computations.
OAZ performed the sequence alignment, the statistical analysis and participated in the data preparation and the computations.
The experimental data were generated by the NCI-nominated lab, and each competition team receives the data and conducts the computation.
