Examples of RF in a sentence
Since the performance of the RF algorithm in the baseline case was close to that of extreme gradient boosting, it was decided to look at its importance plot for comparison purposes.
For XGB, we had to use a separate function to estimate sample weights by class (but it uses the same formula as RF and SVM).
It is true that RF is based on tree partitioning algorithms, where a collection of partition rules is obtained which should not change with scaling (the trees thus only see ranks in the features).
Ensure that the equipment and services they have is compliant with the regulators type approval and RF licencing.
As these metrics are part of the hyperparameter optimization of the RF model as well, it was decided to go for the metric that was used as splitting criterion in the best performing model.