For chemical systems in a limited experimental domain, it is reasonable to assume that interaction effects among three or more variables are small as compared to main effects and two-variable interaction effects.
For example, in California's Central Valley, one of the most productive agricultural areas in the world, pesticide concentrations are substantially higher in small creeks dominated by irrigation return flows, as compared to main streams where the majority of flow originates in Sierra Nevada mountains [3], [4], [5], [6].
Different learning methods (LR, RF, AB, DT, OR) were applied to the full attribute set with the intent to identify both the best performing model (in terms of AUROC, sensitivity and specificity, given the high class imbalance of all outcomes) and to evaluate if non-linear models were able to improve the goodness-of-fit as compared to main-effects LR.
As the smallest of the "Big Three" companies, and the only one that's completely devoted to the game, Nintendo has always been a bit of an oddball as compared to its main competitors, Microsoft and Sony.
Samana Drain showed less cytotoxicity as compared to Pagarang Main Drain and both heamolytic and brine shrimp tests showed good correlation of cytotoxicity with water quality.
Thus, the λ image structure is not strongly related to the layer at 90 km and occurs only for short duration as compared to the main layer evolution.
However, Fes appears to be weaker than Nas as compared to their main layers occurring below 90 km Fig. 6 This is similar to Fig. 2, except for the next night.
The contamination model would be assumed to apply for a small subpopulation, with small prior probability ε (e.g. ε = 0.1 or ε = 0.05), and might involve an intercept or variance shift as compared to the main model.
As compared to the main study population, the women of this analysis were less tall (p < 0.01 between groups) and thinner (p < 0.01), and had a higher MIDAS score (p < 0.05).
This is particularly relevant, considering that the subgroup of women with menstrually related migraine had a more disabling form of migraine as compared to the main study group, as confirmed by a significantly high MIDAS score and a larger proportion of patients with attacks of longer duration.
From MaGe data and the DBD and MiST2 databases we discovered that the second replicon of C. metallidurans (CHR2) carries proportionally almost twice the number of regulatory genes as compared to the main replicon CHR1.
