Sentence examples for forests method from inspiring English sources

However, the random forests method cannot totally replace manual procedures, such as visual inspection and field verification.

The Random Forests method provided the best estimates of the flow duration curves and all hydrological indices except mean flow.

Because the training dataset was imbalanced with the majority of depressions being non-sinkholes, a weighted random forests method was used to improve the accuracy of predicting sinkholes.

In this paper we proposed to use a Binary Pattern Run Length matrix based on the random forests method for head pose estimation.

The LASSO method performed slightly worse than the random forests method, but better than the SVM method.

We used the multivariate Random Forests method to calculate the importance of each feature for predicting the class response, in this case functionality of binding.

Table 4 summarizes the strengths and weaknesses of neural networks, support vector machine, and random forests methods for detecting gene-gene interactions.

Experimental results show that the proposed RF using two-stage quality-based SNP sampling can generate better random forests with higher accuracy and lower errors than other existing random forests methods, including Breiman's RF, GRRF and wsRF methods.

We resolved the trees [additional file 6: supplementary figure S1; figure 2], i.e. ensured that they do not contain any nodes with bootstrap support <50%, using tools to edit the bootstrap forests (Methods; additional file 7: human_dmt-1.dendr.tgz).

Huang et al. [16] propose Gabor feature based multi-class random forest method for head pose estimation.

Human skin permeability models based on the random forest method have been developed and validated using OECD-compliant QSAR modeling workflow.