The pattern of curves from cumulative proportion of genetic variance explained by top SNPs and the element wise standard deviation between G and T matrices might be a good diagnostic indicator for model selection.
We can then apply a categorical regression to estimate P(X = x1|S = s'), where x = 1, 2,..., m is the indicator for model Mx and s' is the vector of the summary statistics that summarize our observed data.
Analysis of the rmsd proved to be a poor indicator for model quality (see Table 2) as the correlation coefficients between experimental and predicted ln EC50 values are typically smaller than 0.5 (see Figure 7).
The programs can output the indicators for allelic models, additive models, dominant models and recessive models under various conditions.
For example, in Lee et al., study [ 4], sensitivity, specificity, and negative predictive values were over 90%, but the positive predictive value was around 70%.Similar with previous studies, current study found that the positive predictive value was lower than the other indicators, except for model 1.
Sometimes, participatory approach may be combined with quantitative indicators, for example in participatory modelling local actors identify the most relevant issues related to their vulnerability to climate change to be considered as input variables to contextualize the generalized model (Asare-Kyei et al. 2015).
Key evaluation indicators for the model are developed to make possible a comparison of the measures and a ranking, which measures to prefer.
We adjusted gender differences of six process indicators for different models.
Our site allocation methodology minimized confounding of spatial and temporal factors, and provided useful information for refining and interpreting GIS-based pollution source indicators for LUR modeling.
