When comparing the performance of different methods, most differences were found to be significant (see figure 3 for details) One can see that all non-Row-and-Column-Weighting methods outperform plain Mutual Information.
As the ground-truth associations between SNPs and gene expressions for yeast are unknown, to systematically evaluate the performance of different methods, we perform a simulation study using the yeast genotypes with output values simulated from the known regression coefficients.
After the extraction of RNA, each extract was treated differently (Table 2), allowing us to compare the performance of different methods such as globin reduction or enzymatic normalization.
Moreover, diverse datasets of mutations have been employed for benchmarking the performance of different methods, and depending on the scope of the predictor differences exist, as well.
In this paper we compare the performance of different methods for reconstructing interfaces in multi-material compressible flow simulations.
In order to evaluate the performance of different methods, we designed inter-patient and intra-patient experiments separately.
The aim was to compare the performance of different methods in detecting approximal caries lesions primary molars ex vivo.
The CO2 plumes will therefore mimic a potential leakage from an actual storage site and, by frequently repeating monitoring measurements, the performance of different methods will be tested.
This contribution presents a collection of observations on the performance of different methods for assessing structural reliability in view of dimensionality and structural nonlinearities.
Moreover, the results of the simulated datasets improve our understanding of the involved signal decomposition algorithms, and provide us with insights into the inconsistency regarding the performance of different methods in the literature.
This approach provides a solid basis to draw conclusions on the performance of different methods.
