Experimental results based on both MNIST datasets and remote sensing image change detection show that MOSEL performs significantly better than conventional ensemble learning methods.
Equations were based on both independent datasets separately, and probabilities for BR patterns were cross-validated using typical test patients.
Analyses based on both pruned datasets indicate very low evidence ratios in Linear Models (2-9), but consistently demonstrate strong negative correlations between neutrality indices and the ages of clones (Linear Model (1); R2 = 0.36-0.60; Table 2).
However, our results based on both geographic (Dataset I) and river drainage (Dataset II) sampling, indicate that this genetic variation is not homogeneously distributed throughout the species' range.
The evaluation is based on both the balanced datasets and the whole imbalanced dataset.
Recent molecular phylogenetic investigations (for example, [ 4], [12], [22] [27]), as well as the current work based on both single gene (Datasets 1 3, Fig. 2A, 3A, B) and multiple genes (Dataset 4, Fig. 3C) shows that the urostylid assemblage is not monophyletic and thus raises serious challenges to the classification of the order Urostylida [1], [8], [9], [14] [16], [18], [21].
No doubt in the foreseeable future, increasingly more studies on M. tuberculosis will be based on both of these datasets.
Logistic regression models built with our new algorithm based on both private and public datasets demonstrate better utility than models that trained on private or public datasets alone without sacrificing the rigorous privacy guarantee.
Ji et al. (UC San Diego, USA) proposed a logistic regression-based method for differential privacy against attackers who have auxiliary information based on both private and public datasets [ 15].
Our phylogenetic analyses, based on both chloroplast and nuclear datasets, show non-monophyly of Primula sect.
