Sentence examples for Utilizing random forests from inspiring English sources

Utilizing random forests, an ensemble machine learning approach, we determined combinations of significantly associated miRs that contributed to the expression fold change of the underlying targets.

Utilizing random forests they were able to predict biochemical recurrence of the disease with significantly higher accuracy.

Ensemble learning: bagging (bootstrap aggregating), random forests.

Lastly, we applied supervised classification with Random Forests.

Chen, X. & Ishwaran, H. Random forests for genomic data analysis.

QSAR methodologies used Random Forests and Associative Neural Networks.

Cutler, D. R. et al. Random Forests for classification in ecology.

Breiman L (2001) Random forests.

classification random forests.

regression random forests.

Second, we use random forests.